Publication list for members of
E105 - Institute of Statistics and Mathematical Methods in Economics
E105-06 Computational Statistics
E105-06 (Persons without Group Affiliation)
as authors or essentially involved persons
1311 records (2002 - 2022)
Books and Book Editorships
-
P. Filzmoser, K. Hron, J.A. Martin-Fernandez, J. Palarea-Albaladejo (ed.):
"Advances in Compositional Data Analysis";
Springer Nature Switzerland AG,
Cham,
2021,
ISBN: 978-3-030-71174-0.
-
M. Templ (ed.):
"Special Issue "Statistical Disclosure Control for Microdata"";
Special Issue of Algorithms, MDPI,
Basel,
2019,
ISSN: 1999-4893;
37 pages.
-
P. Filzmoser, K. Hron, M. Templ:
"Applied Compositional Data Analysis. With Worked Examples in R";
Springer Series in Statistics,
Cham, Switzerland,
2018,
ISBN: 978-3-319-96422-5;
287 pages.
-
C. Agostinelli, A. Basu, P. Filzmoser, D. Mukherjee (ed.):
"Recent advances in robust statistics: theory and applications";
Springer International Publishing,
New Delhi,
2016,
ISBN: 978-81-322-3641-2;
200 pages.
-
M. Templ:
"Simulation for Data Science with R";
Packt Publishing,
London,
2016,
ISBN: 978-1-78588-116-9;
398 pages.
-
M. Templ:
"Statistical Disclosure Control for Microdata - Methods and Applications in R";
Springer International Publishing Switzerland,
Springer International Publishing,
2016,
ISBN: 978-3-319-50270-0;
287 pages.
-
R. Dutter (ed.):
"Festschrift - at the Occasion of the Award of Status of Emeritus - Collected by Rudolf Dutter 2014";
Institute of Statistics and Probability Theory, Vienna University of Technology,
2014,
110 pages.
-
P. Filzmoser, M. Templ:
"Special Issue - 10th International Conference COMPUTER DATA ANALYSIS & MODELLING 2013, Minsk, Belarus ( Vol.43, 3-4)";
in series "Österreichische Zeitschrift für Statistik",
series editor: ÖSG (P. Filzmoser);
Österreichische Statistische Gesellschaft,
2014,
ISSN: 1026-597x,
294 pages.
-
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser:
"Chemistry of Europe´s Agricultural Soils Part A and B (2-volume set), 880 pp | 1 DVD | Hardbound ISBN 978-3-510-96848-0";
in series "Chemistry of Europe´s Agricultural Soils",
series editor: C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor;
issued by: The GEMAS Project Team;
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
2014,
ISBN: 978-3-510-96848-0,
880 pages.
-
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor:
"Part A: Methodology and Interpretation of the GEMAS Data Set";
in series "Chemistry of Europe's Agricultural Soils, Geologisches Jahrbuch (Reihe B)",
series editor: C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor;
issued by: The GEMAS Project Team;
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Hannover,
2014,
ISBN: 978-3-510-96846-6,
523 pages.
-
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor:
"Part B: General Background Information and Further Analysis of the GEMAS Data Set";
in series "Chemistry of Europe's Agricultural Soils, Geologisches Jahrbuch (Reihe B)",
series editor: C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor;
issued by: The GEMAS Project Team;
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Hannover,
2014,
ISBN: 978-3-510-96847-3,
352 pages.
-
C. Reimann, A. Demetriades, M. Birke, P. O´Connor, J. Halamic, A. Ladenberger, The GEMAS Project Team:
"Distribution of elements/parameters in agricultural and grazing land soils of Europe";
in series "Chemistry of Europe's Agricultural Soils. Part A: Methodology and Interpretation of the GEMAS Data Set, Geologisches Jahrbuch, Reihe B, Heft 102",
series editor: C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor;
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Stuttgart,
2014,
ISBN: 978-3-510-96846-6,
371 pages.
-
C. Reimann, P. Filzmoser, K. Hron (ed.):
"GeoMap Workshop Proceedings";
Palacký University, Olomouc, Cz,
2014,
ISBN: 978-80-244-4149-8;
61 pages.
-
S. Aivazian, P. Filzmoser, Y. Kharin (ed.):
"Computer Data Analysis and Modeling Theoretical and Applied Stochastics / Proceedings of the Tenth International Conference, Minsk";
Publishing center BSU, Minsk,
Minsk,
2013,
ISBN: 978-985-553-138-9;
244 pages.
-
M. Gantschacher, D. Ossberger, M. Templ, C. Wirthumer-Hoche, M. Wolf:
"Forschungsbericht: Studienbericht: Sprechende Gebrauchs- und Produktinformation";
in series "Schriftenreihe Gesundheitsreihe und -wissenschaft",
series editor: M. Gantschacher;
issued by: ANISNet;
Sigmund Freud PrivatUniversitäts Verlag,
Wien,
2013,
ISBN: 978-3-902594-96-9,
187 pages.
-
K. Hron, P. Filzmoser, M. Templ (ed.):
"Proceedings of the 5th International Workshop on compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria";
TU WIEN,
2013,
ISBN: 978-3-200-03103-6;
196 pages.
-
B. Spangl, R. Dutter:
"Robust Spectral Density Estimation";
Südwestdeutscher Verlag für Hochschulschriften,
Saarbrücken,
2009,
ISBN: 978-3-8381-0330-3;
127 pages.
-
M. Templ:
"New Developments in Statistical Disclosure Control and Imputation: Robust Statistics Applied to Official Statistics";
Südwestdeutscher Verlag für Hochschulschriften,
2009,
ISBN: 3838108280;
264 pages.
-
V. Todorov, P. Filzmoser:
"Multivariate Robust Statistics - Methods and Computation";
Südwestdeutscher Verlag für Hochschulschriften,
Saarbrücken,
2009,
ISBN: 978-3-8381-0814-8;
135 pages.
-
K. Varmuza, P. Filzmoser:
"Introduction to Multivariate Statistical Analysis in Chemometrics";
CRC Press,
Boca Raton,FL,USA,
2009,
ISBN: 978-1-4200-5947-2;
321 pages.
-
R. Dutter, P. Filzmoser, Y. Kharin:
"Special Issue on the Eighth International Conference Computer Data Analysis and Modeling";
in series "Austrian Journal of Statistics, Vol. 37",
series editor: H. Friedl;
Österreichische Statistische Gesellschaft,
Wien,
2008,
10 pages.
-
H. Fritz, P. Filzmoser:
"Plausibility of Databases and the Relation to Imputation Methods";
VDM Verlag Dr. Müller,
Saarbrücken,
2008,
ISBN: 978-3-8364-5992-1.
-
C. Reimann, P. Filzmoser, R.G. Garrett, R. Dutter:
"Statistical Data Analysis Explained. Applied Environmental Statistics with R.";
John Wiley & Sons,
Chichester,
2008,
ISBN: 978-0-470-98581-6;
343 pages.
-
R. Dutter, P. Filzmoser, Y. Kharin:
"Austrian Journal of Statistics";
in series "Computer Data Analysis and Modeling",
series editor: H. Friedl;
issued by: Vol. 34(2);
Österreichische Statistische Gesellschaft,
Wien,
2005.
-
R. Dutter, P. Filzmoser, Y. Kharin:
"Proceedings of CDAM'2004";
in series "Austrian Journal of Statistics",
series editor: H. Friedl;
Österreichische Statistische Gesellschaft,
Vienna,
2005.
-
R. Dutter, P. Filzmoser, Y. Kharin:
"Special Issue on the Seventh International Conference";
in series "Austrian Journal of Statistics",
series editor: H. Friedl;
Österreichische Statistische Gesellschaft,
Wien,
2005.
-
S. Aivazian, P. Filzmoser, Y. Kharin (ed.):
"Computer Data Analysis and Modeling: Robustness and Computer Intensive Methods. Proceedings of the Seventh International Conference, Volume 1";
Belarusian State University,
Minsk,
2004,
ISBN: 985-445-492-4;
310 pages.
-
R. Dutter, P. Filzmoser, U. Gather, P. Rousseeuw (ed.):
"Developments in Robust Statistics, International Conference on Robust Statistics 2001 ";
Physica-Verlag,
Heidelberg,
2003,
ISBN: 3-7908-1518-7.
-
R. Dutter (ed.):
"Festschrift 50 Jahre Österreichische Statistische Gesellschaft";
Austrian Statistical Society,
Wien,
2002,
ISBN: 3-902401-00-1.
-
R. Dutter, P. Filzmoser, U. Gather, P. Rousseeuw (ed.):
"Metrika, 55(1-2)";
Physica-Verlag,
Heidelberg,
2002.
Publications in Scientific Journals
-
S. de la Rosa de Saa, M.A. Lubiano, B. Sinova, P. Filzmoser, M. Gil:
"Location-free robust scale estimates for fuzzy data";
IEEE Transactions on Fuzzy Systems,
29
(2021),
1682
- 1694.
-
J. de Sousa, K. Hron, K. Facevicova, P. Filzmoser:
"Robust principal component analysis for compositional tables";
Journal of Applied Statistics,
48
(2021).
-
D. Dolezal, A. Posekany, G. Koppensteiner, L. Vittori, R. Motschnig:
"Learner-Centered Engineering Education as an Incubator of 21st Century Skills";
International Journal of Engineering Education,
6
(2021),
37;
1605
- 1618.
-
M. Drastichova, P. Filzmoser:
"Factors of Quality of Life in a Group of Selected European Union and OECD Countries";
Problemy Ekorozwoju,
16
(2021),
75
- 93.
-
P. Duarte Silva, P. Brito, P. Filzmoser, J. Dias:
"MAINT.Data: Modelling and Analysing Interval Data in R";
R Journal,
1
(2021).
-
P. Filzmoser, K. Nordhausen:
"Robust linear regression for high-dimensional data: an overview";
WIREs Computational Statistics,
13 (4)
(2021).
-
D. Fischer, A. Berro, K. Nordhausen, A. Ruiz-Gazen:
"REPPLab: Detecting Groups and Outliers Using Exploratory Projection Pursuit";
Communications in Statistics - Simulation and Computation,
50
(2021),
3397
- 3419.
-
K. Hron, G. Coenders, P. Filzmoser, J. Palarea-Albaladejo et al.:
"Analysing Pairwise Logratios Revisited";
Mathematical Geosciences,
53
(2021),
1643
- 1666.
-
K. Hron, A. Menafoglio, J. Palarea-Albaladejo, P. Filzmoser, R. Talska, J.J. Egozcue:
"Weighting of Parts in Compositional Data Analysis: Advances and Applications";
Mathematical Geosciences,
1
(2021).
-
S. Lubbe, M. Templ, P. Filzmoser:
"Comparison of Zero Replacement Strategies for Compositional Data with Large Numbers of Zeros";
Chemometrics and Intelligent Laboratory Systems,
210
(2021),
1
- 14.
-
D. Miksova, C. Rieser, P. Filzmoser:
"Identification of Mineralization in Geochemistry Along a Transect Based on the Spatial Curvature of Log-Ratios";
Mathematical Geosciences,
53
(2021),
1513
- 1533.
-
D. Miksova, C. Rieser, P. Filzmoser, M. Middleton et al.:
"Identification of Mineralization in Geochemistry for Grid Sampling Using Generalized Additive Models";
Mathematical Geosciences,
53
(2021),
1861
- 1880.
-
G. Monti, P. Filzmoser:
"Robust logistic zero-sum regression for microbiome compositional data";
Advances in Data Analysis and Classification,
1
(2021).
-
G. Monti, P. Filzmoser:
"Sparse least trimmed squares regression with compositional covariates for high-dimensional data";
Bioinformatics,
37
(2021),
3805
- 3814.
-
L. Moreau, P. Filzmoser et al.:
"Adaptive Trade-offs Towards the Last Glacial Maximum in North-Western Europe: a Multidisciplinary View from Walou Cave";
Journal of Paleolithic Archaeology,
4
(2021),
11.
-
C. Mühlmann, K. Nordhausen, M. Yi:
"On Cokriging, Neural Networks, and Spatial Blind Source Separation for Multivariate Spatial Prediction";
IEEE Geoscience And Remote Sensing Letters,
18
(2021),
11;
1931
- 1935.
-
N. Mumic, P. Filzmoser:
"A multivariate test for detecting fraud based on Benford´s law, with application to music streaming data";
Statistical Methods & Applications,
30
(2021),
819
- 840.
-
K. Nordhausen, M Matilainen, J Miettinen, J. Virta, S. Taskinen:
"Dimension Reduction for Time Series in a Blind Source Separation Context Using R";
Journal of Statistical Software,
98
(2021),
1
- 30.
-
T. Ortner, P. Filzmoser, M. Rohm, S. Brodinova, C. Breiteneder:
"Local projections for high-dimensional outlier detection";
METRON,
1
(2021),
79;
18 pages.
-
S. Perez-Fernandez, P. Martinez-Camblor, P. Filzmoser, N. Corral-Blanco:
"Visualizing the decision rules behind the ROC curves: understanding the classification process";
AStA Advances in Statistical Analysis,
105 (1)
(2021),
135
- 161.
-
J. Rabeder, H. Reitner, I. Wimmer-Frey, P. Filzmoser, M. Mert et al.:
"Integrative Analyse der L oss- und L osslehmvorkommen im osterreichischen Alpenvorland und im Wiener Becken { ein Beitrag zum Interaktiven Rohsto -Informationssystem IRIS-Online";
BHM Berg- und Hüttenmännische Monatshefte,
166 (4)
(2021),
206
- 211.
-
U. Radojicic, K. Nordhausen, J. Virta:
"Large-sample properties of blind estimation of the linear discriminant using projection pursuit";
Electronic Journal of Statistics,
15
(2021),
2;
6677
- 6739.
-
C. Rieser, P. Filzmoser:
"Compositional trend ltering";
Annales Mathematicae et Informaticae,
53
(2021),
257
- 270.
-
N. Stefelova, A. Alfons, J. Palarea-Albaladejo, P. Filzmoser, K. Hron:
"Robust regression with compositional covariates including cellwise outliers";
Advances in Data Analysis and Classification,
15
(2021),
869
- 909.
-
M. Sykora, S. Krebs, A. Posekany et al.:
"Intravenous thrombolysis in stroke with admission NIHSS score 0 or 1";
International Journal of Stroke,
17
(2021),
109;
119 pages.
-
K. Varmuza, M. Dehmer, F. Emmert-Streib, P. Filzmoser:
"Automorphism groups of alkane graphs";
Croatica Chemica Acta,
94
(2021),
47
- 58.
-
J. Virta, N. Lietzen, P. Ilmonen, K. Nordhausen:
"Fast Tensorial JADE";
Scandinavian Journal of Statistics,
48
(2021),
164
- 187.
-
J. Virta, K. Nordhausen:
"Determining the Signal Dimension in Second Order Source Separation";
Statistica Sinica,
31
(2021),
135
- 156.
-
S. Acitas, P. Filzmoser, B. Senoglu:
"A new partial robust adaptive modified maximum likelihood estimator";
Chemometrics and Intelligent Laboratory Systems,
204
(2020).
-
S. Acitas, P. Filzmoser, B. Senoglu:
"A robust adaptive modified maximum likelihood estimator for the linear regression model. Journal of Statistical Computation and Simulation";
Journal of Statistical Computation and Simulation,
1
(2020).
-
F. Bachoc, M. Genton, K. Nordhausen, A. Ruiz-Gazen, J. Virta:
"Spatial Blind Source Separation";
Biometrika,
107
(2020),
627
- 646.
-
M. Dehmer, F. Emmert-Streib, A. Mowshowitz, A. Ilic, Z. Chen, G. Yu, K. Varmuza et al.:
"Relations and bounds for the zeros of graph polynomials using vertex orbits.";
Applied Mathematics and Computation,
380
(2020),
1
- 14.
-
M. Dehmer, F. Emmert-Streib, A. Mowshowitz, K. Varmuza, H. Jodlbauer et al.:
"The orbit-polynomial: A novel measure of symmetry in networks.";
IEEE Access,
8
(2020),
36100
- 36112.
-
M. Drastichova, P. Filzmoser:
"The relationship between health outcomes and health expenditure in Europe by using compositional data analysis";
Problemy Ekorozwoju,
15
(2020),
2;
99
- 110.
-
P. Filzmoser, M. Gregorich:
"Multivariate outlier detection in applied data analysis: global, local, compositional and cellwise outliers";
Mathematical Geosciences,
4
(2020).
-
P. Filzmoser, S. Höppner, I. Ortner, S. Serneels, T. Verdonck:
"Cellwise robust M regression";
Computational Statistics and Data Analysis,
147
(2020).
-
D. Fischer, K. Mosler, J. Möttönen, K. Nordhausen, O. Pokotylo, D. Vogel:
"Computing the Oja Median in R: The Package OjaNP";
Journal of Statistical Software,
92
(2020),
1
- 36.
-
G. Frahm, K. Nordhausen, H. Oja:
"M-Estimation of Location and Scatter with Incomplete and Dependent Data";
Journal of Multivariate Analysis,
176
(2020),
104569;
22 pages.
-
G. Heiler, A. Hanbury, P. Filzmoser:
"The impact of COVID-19 on relative changes in aggregated mobility using mobile-phone data";
ArXiv,
2009.03798
(2020),
1
- 14.
-
K. Hornung, E. Mellado, J. Paquette, N. Fray, O. Stenzel, D. Baklouti, K. Varmuza et al.:
"Electrical properties of cometary dust particles derived from line shapes of TOF-SIMS spectra measured by the ROSETTA/COSIMA instrument";
Planetary and Space Science,
182
(2020),
1
- 12.
-
K. Hron, M. Engle, P. Filzmoser, E. Fiserová:
"Weighted symmetric pivot coordinates for compositional data with geochemical applications";
Mathematical Geosciences,
4
(2020).
-
B. Lemière, J. Melleton, P. Auger, D. Miksova, P. Filzmoser, M. Middleton et al.:
"pXRF measurements on soil samples for the exploration of an antimony deposit: example from the Vendean antimony district (France)";
Minerals,
10(8)
(2020),
724.
-
N. Lietzen, J. Virta, K. Nordhausen, P. Ilmonen:
"Minimum Distance Index for BSS, Generalization, Interpretation and Asymptotics";
Austrian Journal of Statistics,
49
(2020),
57
- 68.
-
S. Madritsch, S. Bomers, A. Posekany, A. Burg, R. Birke, F. Emerstorfer, R. Turetschek, S. Otte, H. Eigner, E. Sehr:
"Integrative transcriptomics reveals genotypic impact on sugar beet storability";
Plant Molecular Biology,
104
(2020),
359
- 378.
-
M. Marko, A. Posekany, S. Szabo, S. Scharer, S. Kiechl, M. Knoflach, W. Serles, J. Ferrari, W. Lang, P. Sommer, S. Greisenegger et al.:
"Trends of r-tPA (Recombinant Tissue-Type Plasminogen Activator) Treatment and Treatment-Influencing Factors in Acute Ischemic Stroke";
Stroke,
51
(2020),
4;
8 pages.
-
J Miettinen, M Matilainen, K. Nordhausen, S. Taskinen:
"Extracting Conditionally Heteroskedastic Components Using Independent Component Analysis";
Journal of Time Series Analysis,
41
(2020),
293
- 311.
-
D. Miksova, P. Filzmoser, M. Middleton:
"Imputation of values above an upper detection limit in compositional data";
Computers & Geosciences,
136
(2020),
104383.
-
D. Miksova, C. Rieser, P. Filzmoser, S. Thaarup, J. Melleton:
"A method to identify geochemical mineralization on linear transects";
Austrian Journal of Statistics,
49
(2020),
89
- 98.
-
K. Nordhausen, P. Filzmoser, G. Fischer:
"Blind source separation for compositional time series";
Mathematical Geosciences,
6
(2020).
-
I. Ortner, P. Filzmoser, C. Croux:
"Robust and sparse multigroup classification by the optimal scoring approach";
Data Mining and Knowledge Discovery,
34
(2020),
723
- 741.
-
U. Radojicic, K. Nordhausen, H. Oja:
"Notion of Information and Independent Component Analysis";
Applications of Mathematics,
65
(2020),
311
- 330.
-
D. Rosadi, E. Setiawan, M. Templ, P. Filzmoser:
"Robust Covariance Estimators for Mean-Variance Portfolio Optimization with Transaction Lots";
Operations Research Perspectives,
7
(2020).
-
S Sauermann, C. Kanjala, M. Templ:
"Preservation of individuals´ privacy in shared COVID-19 related data";
SSRN,
http://dx.doi.org/10.2139/ssrn.3648430
(2020),
1
- 13.
-
J. Taurio, J. Järvinen, E. Hautaniemi, A. Eräranta, J. Viitala, K. Nordhausen, K. Kaukinen, J. Mustonen, I. Pörsti:
"Team-based "Get-a-Grip" Lifestyle Management Programme in the Treatment of Obesity";
Preventive Medicine Reports,
19
(2020),
101119-1
- 101119-9.
-
M. Templ:
"Modeling and Prediction of the Impact Factor of Journals Using Open-Access Databases";
Austrian Journal of Statistics,
49
(2020),
5;
35
- 58.
-
M. Templ, C. Heitz:
"Fleet Management in Free-Floating Bike Sharing Systems Using Predictive Modelling and Explorative Tools";
Austrian Journal of Statistics,
49
(2020),
2;
53
- 69.
-
M. Templ, B. Templ:
"Analysis of Chemical Compounds in Beverages- Guidance for Establishing a Compositional Analysis";
Food Chemistry,
325
(2020),
1
- 7.
-
K. van den Boogaart, P. Filzmoser, K. Hron, M. Templ, R. Tolosana-Delgado:
"Classical and Robust Regression Analysis with Compositional Data";
Mathematical Geosciences,
1
(2020).
-
K. Varmuza, P. Filzmoser, N. Fray, H. Cottin, S. Merouane et al.:
"Composition of cometary particles collected during two periods of the Rosetta mission: multivariate evaluation of mass spectral data";
Journal of Chemometrics,
34
(2020),
e3218;
1
- 8.
-
J. Virta, B. Li, K. Nordhausen, H. Oja:
"Independent Component Analysis for Multivariate Functional Data";
Journal of Multivariate Analysis,
176
(2020),
104568;
19 pages.
-
S. Brodinova, P. Filzmoser, T. Ortner, C. Breiteneder, M. Rohm:
"Robust and sparse k-means clustering for high-dimensional data";
Advances in Data Analysis and Classification,
1
(2019),
1
- 28.
-
M. Drastichova, P. Filzmoser:
"Assessment of sustainable development using cluster analysis and principal component analysis";
Problemy Ekorozwoju,
14
(2019),
2;
7
- 24.
-
P. Filzmoser, K. Hron:
"Comments on: Composition data: the sample space and its structure";
TEST,
28
(2019),
3;
639
- 643.
-
T. Gattringer, A. Posekany, S. Kiechl, F. Fazekas, C. Enzinger:
"Comment on: External Validation of the PREMISE Score in the Athens Stroke Registry";
Journal of Stroke and Cerebrovascular Disease,
28
(2019),
11.
-
C. Gozzi, P. Filzmoser, A. Buccianti et al.:
"Statistical methods for the geochemical characterisation of surface waters: The case study of the Tiber River basin (Central Italy)";
Computers & Geosciences,
131
(2019),
80
- 88.
-
R. Isnard, A. Bardyn, N. Fray, C. Briois, H. Cottin, O. Stenzel, K. Varmuza, M. Hilchenbach et al.:
"H/C elemental ratio of the refrectory organic matter in cometary particles of 67P/Churyumov-Gerasimenko";
Astronomy & Astrophysics,
630
(2019),
A27;
1
- 10.
-
A. Javor, J. Ferrari, A. Posekany, S. Asenbaum:
"Stroke risk factors and treatment variables in rural and urban Austria: An analysis of the Austrian Stroke Unit Registry";
PLoS ONE,
14
(2019),
4.
-
A. Kreuzmann, S. Pannier, N. Rojas, T. Schmid, M. Templ, N. Tzavidis:
"The R Package emdi for the Estimation and Mapping of Regional Disaggregated Indicators";
Journal of Statistical Software,
91
(2019),
7;
1
- 33.
-
M Matilainen, C. Croux, K. Nordhausen, H. Oja:
"Sliced Average Variance Estimation for Multivariate Time Series";
STATISTICS,
53
(2019),
630
- 655.
-
B. Meindl, M. Templ:
"Feedback-Based Integration of the Whole Process of Data Anonymization in a Graphical Interface";
algorithms,
12
(2019),
191;
1
- 20.
-
L. Moreau, A. Ciornei, E. Gjesfjeld, P. Filzmoser et al.:
"First geochemical 'fingerprinting' of Balkan and Prut flint from Palaeolithic Romania: potentials, limitations and future directions";
Archaeometry,
61
(2019),
3;
521
- 538.
-
K. Nordhausen, J. Virta:
"An Overview of Properties and Extensions of FOBI";
Knowledge-Based Systems,
173
(2019),
113
- 116.
-
D. Rosadi, P. Filzmoser:
"Robust second-order least-squares estimation for regression models with autoregressive errors";
Statistical Papers,
60
(2019),
105
- 122.
-
B. Templ, E. Mozes, M. Templ, R. Foeldesi, A. Skirak, A. Baldi, A. Kovács-Hostyánszki:
"Habitat-Dependency of Transect Walk and Pan Trap Methods for Bee Sampling in Farmlands";
Journal of Apicultural Science,
63
(2019),
1;
93
- 115.
-
M. Templ, J. Gussenbauer, P. Filzmoser:
"Evaluation of robust outlier detection methods for zero-inflated complex data";
Journal of Applied Statistics,
0
(2019),
1;
1
- 24.
-
K. Varmuza:
"Similarity, diversity - chemoinformatics.";
Journal of Computer Aided Chemistry,
20
(2019),
29
- 31.
-
O. Vencalek, K. Hron, P. Filzmoser:
"A comparison of generalized linear models and compositional data analysis for parameter estimation in ordered categories models";
Statistical Modelling,
1
(2019).
-
J. Virta, K. Nordhausen:
"Estimating the Number of Signals Using Principal Component Analysis";
Stat,
8
(2019).
-
J. Walach, P. Filzmoser, S. Kouril, D. Friedecky, T. Adam:
"Cellwise outlier detection and biomarker identification in metabolomics based on pairwise log-ratios";
Journal of Chemometrics,
3182
(2019).
-
C. Abreu-Junior, M. de Lima Brossi, R. Monteiro, P. Silveira Cardos, T. da Silva Mandu, T. Rodrigues Nogueir, A. Ganga, P. Filzmoser, F. Carvalho de Oliveira, L. Pittol Firme, Z. He, G. Capra:
"Effects of sewage sludge application on unfertile tropical soils evaluated by multiple approaches: a field experiment in a commercial Eucalyptus plantation";
Science of the Total Environment,
(655
(2018),
1457
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-
A. Archimbaud, K. Nordhausen, A. Ruiz-Gazen:
"ICS for Multivariate Outlier Detection with Application to Quality Control";
Computational Statistics and Data Analysis,
128
(2018),
184
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-
A. Archimbaud, K. Nordhausen, A. Ruiz-Gazen:
"ICSOutlier: Unsupervised Outlier Detection for Low-Dimensional Contamination Structure";
R Journal,
10
(2018),
1;
234
- 250.
-
M. Brandl, M. Martinez, C. Hauzenberger, P. Filzmoser, P. Nymoen, N. Mehler:
"A multi-technique analytical approach to sourcing Scandinavian flint: Provenance of ballast flint from the shipwreck "Leirvigen 1", Norway";
PLoS ONE,
13
(2018),
8;
1
- 34.
-
G. Capra, S. Tidu, R. Lovreglio, G. Certini, M. Salis, V. Bacciu, A. Ganga, P. Filzmoser:
"The impact of large fire on calcareous Mediterranean pedosystems (Sardinia, Italy) - An integrated multiple approach";
Science of the Total Environment,
624
(2018),
1152
- 1162.
-
M. Di Palma, P. Filzmoser, M. Gallo, K. Hron:
"A robust Parafact model for compositional data";
Journal of Applied Statistics,
45
(2018),
8;
1347
- 1369.
-
K. Facevicova, K. Hron, V. Todorov, M. Templ:
"General approach to coordinate representation of compositional tables";
Scandinavian Journal of Statistics,
45
(2018),
4;
879
- 899.
-
P. Filzmoser, F. Kurnaz:
"A robust Liu regression estimator";
Communications in Statistics - Simulation and Computation,
47
(2018),
2;
432
- 443.
-
B. Flem, C. Reimann, K. Fabian, M. Birke, P. Filzmoser, D. Banks:
"Graphical statistics to explore the natural and anthropogenic processes influencing the inorganic quality of drinking water, ground water and surface water";
Applied Geochemistry,
88
(2018),
Part B;
133
- 148.
-
F. Kurnaz, I. Hoffmann, P. Filzmoser:
"Robust and sparse estimation methods for high dimensional linear and logistic regression";
Chemometrics and Intelligent Laboratory Systems,
172
(2018),
211
- 222.
-
M. Landauer, M. Wurzenberger, F. Skopik, G. Settanni, P. Filzmoser:
"Dynamic log file analysis: An unsupervised cluster evolution approach for anomaly detection";
Computers & Security,
79
(2018),
94
- 116.
-
M.C. Mert, P. Filzmoser, G. Endel, I. Wilbacher:
"Compositional data analysis in epidemiology";
Statistical Methods in Medical Research,
27
(2018),
6;
1878
- 1891.
-
G. Monti, P. Filzmoser, R. Deutsch:
"A robust approach to risk assessment based on species sensitivity distributions";
Risk Analysis,
38
(2018),
10;
2073
- 2086.
-
K. Nordhausen, H. Oja:
"Independent component analysis: A statistical perspective";
WIREs Computational Statistics,
10
(2018),
5.
-
K. Nordhausen, H. Oja:
"Robust Nonparametric Inference";
Annual Review of Statistics and Its Application,
5
(2018),
473
- 500.
-
T. Ortner, P. Filzmoser, M. Rohm, C. Breiteneder, S. Brodinova:
"Guided projections for analyzing the structure of high-dimensional data";
Journal of Computational and Graphical Statistics,
28
(2018),
4;
750 pages.
-
A. Pedro Duarte Silva, P. Filzmoser, P. Brito:
"Outlier detection in interval data";
Advances in Data Analysis and Classification,
12
(2018),
3;
785
- 822.
-
S. Perez-Fernandez, P. Martinez-Camblor, P. Filzmoser, N. Corral:
"nsROC: An R package for non-standard ROC curve analysis";
R Journal,
043
(2018),
1
- 22.
-
E. Rados, E. Pittenauer, J. Frank, K. Varmuza, G. Allmaier:
"A laser desorption ionization/matrix‐assisted laser desorption ionization target system applicable for three distinct types of instruments (LinTOF/curved field RTOF, LinTOF/RTOF and QqRTOF) with different performance characteristics from three vendors";
Rapid Communications in Mass Spectrometry,
32
(2018),
649
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-
C. Reimann, K. Fabian, M. Birke, P. Filzmoser, A. Demetriades, P. Negrel, K. Oorts, J. Matschullat, P. de Caritat:
"GEMAS: Establishing geochemical back- ground and threshold for 53 chemical elements in European agricultural soil";
Applied Geochemistry,
88
(2018),
B;
302
- 318.
-
C. Reimann, K. Fabian, B. Flem, M. Anderson, P. Filzmoser, P. Englmaier:
"Geosphere-biosphere circulation of chemical elements in soil and plant systems from a 100 km transect from southern central Norway";
Science of the Total Environment,
639
(2018),
129
- 145.
-
C. Reimann, K. Fabian, B. Flem, M. Anderson, P. Filzmoser, P. Englmaier:
"The response of 12 different plant materials and one mushroom to Mo and Pb mineralisation along a 100-km transect in southern central Norway";
Geochemistry: Exploration, Environment, Analysis,
18
(2018),
3;
204
- 215.
-
A.E. Teschendorff, J. Han, D.S. Paul, J. Virta, K. Nordhausen:
"Tensorial blind source separation for improved analysis of multi-omic data";
Genome Biology,
19
(2018),
76.
-
K. Varmuza, P. Filzmoser, I. Hoffmann, J. Walach et al.:
"Significance of variables for discrimination - applied to the search of organic ions in mass spectra measured on cometary particles";
Journal of Chemometrics,
32
(2018),
4;
1
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-
J. Virta, B. Li, K. Nordhausen, H. Oja:
"JADE for Tensor-Valued Observations";
Journal of Computational and Graphical Statistics,
27
(2018),
628
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A. Zimek, P. Filzmoser:
"There and back again: Outlier detection between statistical reasoning and data mining algorithms";
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery,
8
(2018),
6.
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A. Alfons, C. Croux, P. Filzmoser:
"Robust Maximum Association Estimators";
Journal of the American Statistical Association,
112
(2017),
517;
436
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-
A. Bardyn, D. Baklouti, H. Cottin, N. Fray, C. Briois, J. Paquette, O. Stenzel, C. Engrand, H. Fischer, K. Hornung, R. Isnard, Y. Langevin, H. Lehto, L. Le Roy, N. Ligier, S. Merouane, P. Modica, F. Orthous-Daunay, J Ryno, R. Schulz, J. Silén, L. Thirkell, K. Varmuza, B. Zaprudin, J. Kissel, M. Hilchenbach et al.:
"Carbon-rich dust in comet 67P/Churyumov-Gerasimenko measured by COSIMA/Rosetta";
Monthly Notices of the Royal Astronomical Society,
Supplement 2
(2017),
469;
712
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M. Bögl, P. Filzmoser, T. Gschwandtner, T. Lammarsch, R. Leite, S. Miksch, A. Rind:
"Cycle Plot Revisited: Multivariate Outlier Detection Using a Distance-Based Abstraction";
Computer Graphics Forum,
36
(2017),
3;
227
- 238.
-
S. Brodinova, M. Zaharieva, P. Filzmoser, T. Ortner, C. Breiteneder:
"Clustering of imbalanced high-dimensional media data";
Advances in Data Analysis and Classification,
12
(2017),
2;
261
- 284.
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J. Chen, X. Zhang, K. Hron, M. Templ, S. Li:
"Regression imputation with Q-mode clustering for rounded zero replacement in high-dimensional compositional data";
Journal of Applied Statistics,
45
(2017),
11;
2067
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S. de la Rosa de Saa, M.A. Lubiano, B. Sinova, P. Filzmoser:
"Robust scale estimators for fuzzy data";
Advances in Data Analysis and Classification,
11
(2017),
731
- 758.
-
N. Fray, A. Bardyn, H. Cottin, D. Baklouti, C. Briois, C. Engrand, H. Fischer, K. Hornung, R. Isnard, Y. Langevin, H. Lehto, L. Le Roy, E. Mellado, S. Merouane, P. Modica, F. Orthous-Daunay, J. Paquette, J Ryno, R. Schulz, J. Silén, S. Siljeström, O. Stenzel, L. Thirkell, K. Varmuza, B. Zaprudin, J. Kissel, M. Hilchenbach et al.:
"Nitrogen-to-carbon atomic ratio measured by COSIMA in the particles of comet 67P/Churyumov-Gerasimenko";
Monthly Notices of the Royal Astronomical Society,
469
(2017),
506
- 516.
-
B. Glock, F. Endel, G. Endel, K. Sandholzer, N. Popper, C. Rinner, G. Duftschmid, P. Filzmoser, M.C. Mert, J. Holl, M. Wagner-Pinter:
"How sick is Austria? - A decision support framework for different evaluations of the burden of disease within the Austrian population based on different data sources";
International Journal of Population Data Science,
1
(2017),
1;
92.
-
M. Hilchenbach, H. Fischer, Y. Langevin, S. Merouane, J. Paquette, J Ryno, O. Stenzel, C. Briois, J. Kissel, A. Koch, R. Schulz, J. Silén, N. Altobelli, D. Baklouti, A. Bardyn, H. Cottin, C. Engrand, N. Fray, G. Haerendel, H. Henkel, H. Höfner, K. Hornung, H. Lehto, E. Mellado, P. Modica, L. Le Roy, S. Siljeström, W. Steiger, L. Thirkell, R. Thomas, K. Torkar, K. Varmuza, B. Zaprudin et al.:
"Mechanical and electrostatic experiments with dust particles collected in the inner coma of comet 67P by COSIMA onboard Rosetta.";
Philosophical Transactions of The Royal Society A,
375
(2017),
16 pages.
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K. Hron, P. Brito, P. Filzmoser:
"Exploratory data analysis for interval compositional data";
Advances in Data Analysis and Classification,
11
(2017),
2;
223
- 241.
-
K. Hron, P. Filzmoser, P. de Caritat, E. Fiserová, A. Gardlo, The GEMAS Project Team:
"Weighted pivot coordinates for compositional data and their application to geochemical mapping";
Mathematical Geosciences,
49
(2017),
6;
797
- 814.
-
P. Kynčlová, K. Hron, P. Filzmoser:
"Correlation between compositional parts based on symmetric balances";
Mathematical Geosciences,
49
(2017),
6;
777
- 796.
-
C. Reimann, P. Filzmoser, K. Hron, P. Kynčlová, R.G. Garrett:
"A new method for correlation analysis of compositional (environmental) data - a worked example";
Science of the Total Environment,
607-608
(2017),
Supplement C;
965
- 971.
-
C. Reimann, P. Negrel, A. Ladenberger, M. Birke, P. Filzmoser, P. O´Connor, A. Demetriades:
"Comment on "Maps of heavy metals in the soils of the European Union and proposed priority areas for detailed assessment" by Tóth, G., Hermann, T., Szatmári, G., Pásztor, L.";
Science of the Total Environment,
578
(2017),
236
- 241.
-
O. Stenzel, M. Hilchenbach, S. Merouane, J. Paquette, K. Varmuza, C. Engrand, F. Brandstätter, C. Koeberl, L. Ferrière, P. Filzmoser, S. Siljeström, .. The COSIMA team et al.:
"Similarities in element content between Comet 67P/Churyumov-Gerasimenko coma dust and selected me- teorite samples";
Monthly Notices of the Royal Astronomical Society,
469
(2017),
Supp_2;
492
- 505.
-
B. Templ, M. Templ, P. Filzmoser, A. Lehoczky, B. Czúcz, E. Baksiene, S. Fleck, H. Gregow, S. Hodzic, G. Kalvane, E. Kubin, V. Palm, V. Romanovskaja, V. Vucetic, A. Zust:
"Phenological patterns of flowering across biogeographical regions of Europe";
International Journal Of Biometeorology,
61
(2017),
7;
1347
- 1358.
-
M. Templ, K. Hron, P. Filzmoser:
"Exploratory Tools for Outlier Detection in Compositional Data with Structural Zeros";
Journal of Applied Statistics,
44
(2017),
4;
734
- 752.
-
M. Templ, B. Meindl, A. Kowarik, O. Dupriez:
"Simulation of Synthetic Complex Data: The R Package simPop";
Journal of Statistical Software,
79
(2017),
10;
1
- 38.
-
J. Tobin, J. Walach, D. Beer, J. Williams, P. Filzmoser, B. Walczak:
"Untargeted analysis of chromatographic data for green and fermented rooibos: problem with size effect removal";
Journal of Chromatography A,
1525
(2017),
0;
109
- 115.
-
J. Virta, B. Li, K. Nordhausen, H. Oja:
"Independent component analysis for tensor-valued data";
Journal of Multivariate Analysis,
162
(2017),
Supplement C;
172
- 192.
-
J. Virta, K. Nordhausen:
"Blind Source Separation of Tensor-Valued Time Series";
Signal Processing,
141
(2017),
Supplement C;
204
- 216.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak, L. Najdekr:
"Robust biomarker identification in a two-class problem based on pairwise log-ratios";
Chemometrics and Intelligent Laboratory Systems,
171
(2017),
277
- 285.
-
A. Alfons, C. Croux, P. Filzmoser:
"Robust maximum association between data sets: The R package ccaPP";
Austrian Journal of Statistics,
45
(2016),
1;
71
- 79.
-
G. Almkvist, S. Norbakhsh, I. Bjurhager, K. Varmuza:
"Prediction of tensile strength in iron-contaminated archaeological wood by FT-IR spectroscopy - a study of degradation in recent oak and Vasa oak";
Holzforschung,
70
(2016),
855
- 865.
-
G. Capra, A. Ganga, P. Filzmoser, C. Gaviano, S. Vacca:
"Combining local and scientific knowledge on soil resources through an integrated ethnopedological approach";
CATENA,
142
(2016),
89
- 101.
-
K. Facevicova, K. Hron, V. Todorov, M. Templ:
"Compositional Tables Analysis in Coordinates";
Scandinavian Journal of Statistics,
43
(2016),
4;
962
- 977.
-
N. Fray, A. Bardyn, H. Cottin, K. Altwegg, D. Baklouti, C. Briois, K. Varmuza et al.:
"High-molecular-weight organic matter in the particles of comet 67P/Churyumov-Gerasimenko";
Nature,
538
(2016),
72
- 74.
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M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois, H. von Hoerner, K. Varmuza et al.:
"Comet 67P/Churyumov-Gerasimenko: Close-up on dust particle fragments";
Astrophysical Journal Letters,
816
(2016),
2.
-
I. Hoffmann, P. Filzmoser, S. Serneels, K. Varmuza:
"Sparse and robust PLS for binary classification";
Journal of Chemometrics,
30
(2016),
4;
153
- 162.
-
K. Hruzova, V. Todorov, K. Hron, P. Filzmoser:
"Classical and robust orthogonal regression between parts of compositional data";
STATISTICS,
50
(2016),
6;
1261
- 1275.
-
J. Huber, B. Pötsch, M. Gantschacher, M. Templ:
"Routine Treatment of Cervical Cytological Cell Changes";
Geburtshilfe Frauenheilkunde,
76
(2016),
10;
1086
- 1091.
-
A. Kowarik, M. Templ:
"Imputation with the R Package VIM";
Journal of Statistical Software,
74
(2016),
7;
1
- 16.
-
P. Kynčlová, P. Filzmoser, K. Hron:
"Compositional biplots including external non-compositional variables";
STATISTICS,
50
(2016),
5;
1132
- 1148.
-
J. McKinley, K. Hron, E. Grunsky, C. Reimann, P. de Caritat, P. Filzmoser, K. van den Boogaart, R. Tolosana-Delgado:
"The single component geochemical map: Fact or fiction?";
Journal of Geochemical Exploration,
162
(2016),
16
- 28.
-
M.C. Mert, P. Filzmoser, K. Hron:
"Error Propagation in Isometric Log-ratio Coordinates for Compositional Data: Theoretical and Practical Considerations";
Mathematical Geosciences,
48
(2016),
8;
941
- 961.
-
L. Moreau, M. Brandl, P. Filzmoser, C. Hauzenberger, E. Goemaere, I. Jadin, H. Collet, A. Hanzeur, R. Schmitz:
"Geochemical Sourcing of Flint Artifacts from Western Belgium and the German Rhineland: Testing Hypotheses on Gravettian Period Mobility and Raw Material Economy";
Geoarchaeology - An International Journal,
31
(2016),
3;
229
- 243.
-
C. Reimann, P. Negrel, A. Ladenberger, M. Birke, P. Filzmoser, P. O´Connor, A. Demetriades:
"Comment on "Heavy metals in agricultural soil of the European Union with implications for food safety" by G. Toth, T. Hermann, M.R. Da Silva, and L. Montanarella";
Environment International,
97
(2016),
258
- 263.
-
E. Stadlober, H. Friedl, M. Templ:
"Die Theorie lebt in der Praxis. Ein Interview mit Ernst Stadlober";
Austrian Journal of Statistics,
45
(2016),
2;
69
- 80.
-
B. Templ, S. Fleck, M. Templ:
"Change of plant phenophases explained by survival modelling";
International Journal Of Biometeorology,
61
(2016),
5;
881
- 889.
-
M. Templ, K. Hron, P. Filzmoser, A. Gardlo:
"Imputation of rounded zeros for high-dimensional compositional data";
Chemometrics and Intelligent Laboratory Systems,
155
(2016),
183
- 190.
-
M. Dehmer, K. Varmuza:
"A comparative analysis of the Tanimoto index and graph edit distance for measuring the topological similarity of trees";
Applied Mathematics and Computation,
259
(2015),
242
- 250.
-
J.J. Egozcue, V. Pawlowsky-Glahn, M. Templ, K. Hron:
"Independence in Contingency Tables Using Simplical Geometry";
Communications in Statistics - Theory and Methods,
44
(2015),
18;
3978
- 3996.
-
P. Filzmoser, K. Hron, K. Hruzova, A. Menafoglio, M. Templ:
"Simplicial principal component analysis for density functions in Bayes spaces";
Computational Statistics and Data Analysis,
94
(2015),
330
- 350.
-
B. Flem, C. Reimann, M. Birke, D. Banks, P. Filzmoser, B. Frengstad:
"Inorganic chemical quality of European tap-water: 2. Geographical distribution";
Applied Geochemistry,
Vol 59
(2015),
August;
211
- 224.
-
M. Griesser, G. Weingart, K. Schoedl-Hummel, N. Neumann, M. Becker, K. Varmuza, F. Liebner, R. Schuhmacher, A. Forneck:
"Severe drought stress is affecting selected primary metabolites, polyphenols, and volatile metabolites in grapevine leaves";
Plant Physiology and Biochemistry,
88
(2015),
17
- 26.
-
P. Hackl, W. Mueller, M. Templ:
"Akademische und Offizielle Statistik vereint. Ein Interview mit Peter Hackl.";
Austrian Journal of Statistics,
44
(2015),
3;
85
- 95.
-
I. Hoffmann, S. Serneels, P. Filzmoser, C. Croux:
"Sparse partial robust M regression";
Chemometrics and Intelligent Laboratory Systems,
Volume 149, Part A, 15 December
(2015),
50
- 59.
-
A. Kalivodova, K. Hron, P. Filzmoser, L. Najdekr, H. Janeckova, T. Adam:
"PLS-DA for compositional data with application to metabolomics";
Journal of Chemometrics,
29(1)
(2015),
21
- 28.
-
A. Kowarik, B. Meindl, M. Templ:
"sparkTable: Generating Graphical Tables for Websites and Documents with R";
R Journal,
7
(2015),
1;
24
- 37.
-
E. Kutzenberger, W. Holzer, M. Templ:
"Ein Pakt mit den Bürgern. Ein Interview mit Ewald Kutzenberger";
Austrian Journal of Statistics,
44
(2015),
1;
47
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-
P. Kynčlová, P. Filzmoser, K. Hron:
"Modeling Compositional Time Series with Vector Autoregressive Models";
Journal of Forecasting,
Volume 34
(2015),
Issue 4 / July;
303
- 314.
-
J.A. Martin-Fernandez, K. Hron, M. Templ, P. Filzmoser, J. Palarea-Albaladejo:
"Bayesian-multiplicative treatment of count zeros in compositional data sets";
Statistical Modelling,
15
(2015),
2;
134
- 158.
-
M.C. Mert, P. Filzmoser, K. Hron:
"Sparse principal balances";
Statistical Modelling,
15
(2015),
2;
159
- 174.
-
K. Nordhausen, H. Oja, P. Filzmoser, C. Reimann:
"Blind Source Separation for Spatial Compositional Data";
Mathematical Geosciences,
47
(2015),
Issue 7;
753
- 770.
-
T. Ortner, P. Filzmoser, G. Endel:
"Identifying Structural Changes in Austrian Social Insurance Data";
IFAC PapersOnLine,
48
(2015),
Issue 1;
115
- 120.
-
R. Schulz, M. Hilchenbach, Y. Langevin, J. Kissel, J. Silén, C. Briois, C. Engrand, K. Hornung, K. Varmuza et al.:
"Comet 67P/Churyumov-Gerasimenko sheds dust coat accumulated over the past four years";
Nature,
Nature 518
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February;
216
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M. Templ:
"Quality Indicators for Statistical Disclosure Methods: A Case Study on the Structure of Earnings Survey";
Journal of Official Statistics,
31
(2015),
4;
737
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M. Templ, A. Kowarik, B. Meindl:
"Statistical Disclosure Control for Micro-Data Using the R Package sdcMicro";
Journal of Statistical Software,
67
(2015),
4;
1
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G.K. van~den~Boogaart, R. Tolosano-Delgado, M. Templ:
"Regression with Compositional Response Having Unobserved Components or Below Detection Limit Values";
Statistical Modelling,
15
(2015),
2;
191
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-
M. Brandl, C. Hauzenberger, W. Postl, M. Martinez, P. Filzmoser, G. Trnaka:
"Radiolarite studies at Krems-Wachtberg (Lower Austria): Northern Alpine versus Carpathian lithic resources";
Quaternary International,
351
(2014),
146
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-
R. Deutsch et al.:
"A pool-adjacent-violators-algorithm approach to detect infinite parameter estimates in one-regressor dose-response models with asymptotes";
Journal of Statistical Computation and Simulation,
Volume 84
(2014),
Isssue 12;
2545
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-
P. Filzmoser, C. Gatu, A. Zeileis:
"Special issue on statistical algorithms and software in R";
Computational Statistics and Data Analysis,
Volume 71
(2014),
887
- 888.
-
P. Filzmoser, A. Ruiz-Gazen, C. Thomas-Agnan:
"Identification of local multivariate outliers";
Statistical Papers,
55
(2014),
1;
29
- 47.
-
P. Filzmoser, B. Walczak:
"What can go wrong at the data normalization step for identification of biomarkers?";
Journal of Chromatography A,
Volume 1362
(2014),
October;
194
- 205.
-
W. Grossmann, W. Mueller, M. Templ:
"Ein Interview mit Wilfried Grossmann";
Austrian Journal of Statistics,
43
(2014),
2;
151
- 162.
-
K. Hron, M. Templ, V. Todorov et al.:
"Logratio approach to statistical analysis of 2×2 compositional tables";
Journal of Applied Statistics,
41
(2014),
41;
944
- 958.
-
W. Huf, K. Kalcher, R. Boubela, G. Rath, A. Vecsei, P. Filzmoser, E. Moser:
"On the generalizability of resting-state fMRI machine learning classifiers";
Frontiers in Human Neuroscience,
8 (July)
(2014),
Article 502;
##.
-
K. Kalcher, R. Boubela, W. Huf, L. Bartova, C. Kronnerwetter, B. Derntl, L. Pezawas, P. Filzmoser, C. Nasel, E. Moser:
"The Spectral Diversity of Resting-State Fluctuations in the Human Brain";
PLoS ONE,
Volume 9 (April)
(2014),
4, e93375;
##.
-
A. Kowarik, A. Meraner, M. Templ, D. Schopfhauser:
"Seasonal Adjustment with the R-packages x12 and x12GUI";
Journal of Statistical Software,
62
(2014),
2;
1
- 21.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Ultrahigh dimensional variable selection through the penalized maximum trimmed likelihood estimator";
Statistical Papers,
Volume 55
(2014),
Issue 1;
187
- 207.
-
K. Nordhausen, H. Oja, P. Filzmoser, C. Reimann:
"Blind source separation for spatial compositional data";
Mathematical Geosciences,
October
(2014).
-
S. Rémon, J. Griffioen, G. Mol, M. Birke, GEMAS Proj.Team (P. Filzmoser):
"Geogenic and agricultural controls on the geochemical composition of European agricultural soils";
Journal of Soils and Sediments,
Volume 14
(2014),
Issue 1;
121
- 137.
-
J. Silén, H. Cottin, M. Hilchenbach, J. Kissel, H. Lehto, S. Siljeström, K. Varmuza:
"COSIMA data analysis using multivariate techniques";
Geoscientific Instrumentation, Methods and Data Systems,
4
(2014),
455
- 489.
-
M. Templ:
"Providing Data with High Utility and No Disclosure Risk for the Public and Researchers: An Evaluation by Advanced Statistical Disclosure Risk Methods";
Austrian Journal of Statistics,
43
(2014),
4;
247
- 254.
-
M. Templ, P. Filzmoser:
"Simulation and quality of a synthetic close-to-reality employer-employee population";
Journal of Applied Statistics,
41
(2014),
5;
1053
- 1072.
-
M. Templ, A. Kowarik, B. Meindl:
"Development and Current Practice in Using R at Statistics Austria";
Romanian Statistical Review,
2
(2014),
173
- 184.
-
V. Todorov, P. Filzmoser:
"Software tools for robust analysis of high-dimensional data";
Austrian Journal of Statistics,
Vol 43 (3-4)
(2014),
No 4;
255
- 266.
-
K. Varmuza, P. Filzmoser, M. Hilchenbach, H. Krüger, J. Silén:
"KNN classification - evaluated by repeated double cross validation: Recognition of minerals relevant for comet dust";
Chemometrics and Intelligent Laboratory Systems,
Volume 138
(2014),
15 November;
64
- 71.
-
A. Alfons, M. Templ:
"Estimation of Social Exclusion Indicators from Complex Surveys: The R Package laeken";
Journal of Statistical Software,
Vol. 54
(2013),
Issue 15, Sep 2013;
1
- 25.
-
A. Alfons, M. Templ, P. Filzmoser:
"Robust estimation of economic indicators from survey samples based on Pareto tail modelling";
Journal of the Royal Statistical Society: Series C (Applied Statistics),
Vol. 62
(2013),
Issue 2;
271
- 286.
-
D. Ballabio, M. Vasighi, P. Filzmoser:
"Effects of supervised Self Organising Maps parameters on classification performance";
Analytica Chimica Acta,
765
(2013),
26 February;
45
- 53.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Lammarsch, S. Miksch, A. Rind:
"Visual Analytics for Model Selection in Time Series Analysis";
IEEE Transactions on Visualization and Computer Graphics,
19
(2013),
12;
2237
- 2246.
-
R. Boubela, K. Kalcher, W. Huf, C. Kronnerwetter, P. Filzmoser, E. Moser:
"Beyond noise: Using temporal ICA to extract meaningful information from high-frequency fMRI signal fluctuations during rest";
Frontiers in Human Neuroscience,
7
(2013),
168;
12 pages.
-
C. Croux, P. Filzmoser, H. Fritz:
"Robust Sparse Principal Component Analysis";
Technometrics,
Volume 55
(2013),
Issue 2;
202
- 214.
-
R. Deutsch, W. Piegorsch:
"Benchmark dose profiles for joint-action continuous data in quantitative risk assessment";
Biometrical Journal,
Volume 55
(2013),
Issue 5;
741
- 754.
-
K. Hron, P. Filzmoser, S. Donevska, E. Fiserová:
"Covariance-based variable selection for compositional data";
Mathematical Geosciences,
45
(2013),
4;
487
- 498.
-
K. Hron, M. Templ, P. Filzmoser:
"Estimation of a proportion in survey sampling using the logratio approach";
Metrika,
76
(2013),
6;
799
- 818.
-
K. Kalcher, R. Boubela, W. Huf, B. Biswal, P. Baldinger, U. Sailer, P. Filzmoser, C. Kasper, C. Lamm, R. Lanzenberger, E. Moser:
"RESCALE: Voxel-specific Task-fMRI Scaling Using Resting State Fluctuation Amplitude";
Neuroimage,
Volume 70
(2013),
15 April;
80
- 88.
-
D. Kepplinger, M. Templ, S. Upadhyaya:
"Analysis of energy intensity in manufacturing industry using mixed-effects models";
Energy,
59
(2013),
15. September;
754
- 763.
-
J.C. Martinez Avila, P. Filzmoser, N. Neykov:
"Statistical modeling of hunting success using hunter surveys";
Austrian Journal of Statistics,
Volume 42
(2013),
Issue 2;
67
- 80.
-
B. Meindl, M. Templ:
"Analysis of Commercial and Free and Open Source Solvers for the Cell Suppression Problem";
Tansaction on Data Privacy,
Volume 6
(2013),
2;
147
- 159.
-
M. Templ, S. Aklan, P. Filzmoser, M. Preusser, J. Hainfellner:
"Statistical Indicators for the Analysis of Digitalized Brain Tumor Images";
Austrian Journal of Statistics,
Volume 42
(2013),
2;
81
- 100.
-
R. Todeschini, D. Ballabio, V. Consonni, F. Sahigara, P. Filzmoser:
"Locally-centred Mahalanobis distance: a new distance measure with salient features towards outlier detection";
Analytica Chimica Acta,
Volume 787
(2013),
1
- 9.
-
K. Varmuza, P. Filzmoser, M. Dehmer:
"Multivariate linear QSPR/QSAR models: Rigorous evaluation of variable selection for PLS";
Computational and Structural Biotechnology Journal,
5
(2013),
6;
10 pages.
-
R. Boubela, W. Huf, K. Kalcher, R. Stadky, P. Filzmoser, L. Pezawas, S. Kasper, C. Windischberger, E. Moser:
"A highly parallelized framework for computationally intensive MR data analysis";
Magnetic Resonance Materials in Physics, Biology and Medicine,
25
(2012),
August;
313
- 320.
-
J.J. Egozcue, J. Daunis-I-Estadella, V. Pawlowsky-Glahn, K. Hron, P. Filzmoser:
"Simplicial regression. The normal model";
Journal of Applied Probability and Statistics,
6
(2012),
87
- 108.
-
P. Filzmoser, M. Gschwandtner, V. Todorov:
"Review of sparse methods in regression and classification with application to chemometrics";
Journal of Chemometrics,
26
(2012),
10 pages.
-
P. Filzmoser, K. Hron:
"Correlation Analysis for Compositional Data";
Mathematical Geosciences,
41
(2012),
8;
905
- 919.
-
P. Filzmoser, K. Hron, C. Reimann:
"Interpretation of multivariate outliers for compositional data";
Computers & Geosciences,
39
(2012),
77
- 85.
-
P. Filzmoser, K. Hron, M. Templ:
"Discriminant analysis for compositional data and robust parameter estimation";
Computational Statistics,
27
(2012),
4;
585
- 604.
-
P. Filzmoser, V. Todorov:
"Robust tools for the imperfect world";
Information Sciences,
25.10.
(2012),
245;
17 pages.
-
H. Fritz, P. Filzmoser, C. Croux:
"A comparison of algorithms for the multivariate L1-median";
Computational Statistics,
27
(2012),
393
- 410.
-
K. Hron, P. Filzmoser, K. Thompson:
"Linear regression with compositional explanatory variables";
Journal of Applied Statistics,
39
(2012),
5;
1115
- 1128.
-
K. Hron, M. Jelinkova, P. Filzmoser, R. Kreuziger, P. Bednar, P. Bartak:
"Statistical analysis of wines using a robust compositional biplot";
Talanta,
90
(2012),
46
- 50.
-
K. Kalcher, W. Huf, R. Boubela, P. Filzmoser, L. Pezawas, B. Biswal, S. Kasper, E. Moser, C. Windischberger:
"Fully exploratory network independent component analysis of the 1000 functional connectomes database";
Frontiers in Human Neuroscience,
6
(2012),
301;
##.
-
J.A. Martin-Fernandez, K. Hron, M. Templ, P. Filzmoser, J. Palarea-Albaladejo:
"Model-based replacement of rounded zeros in compositional data: Classical and robust approaches";
Computational Statistics and Data Analysis,
56
(2012),
2688
- 2704.
-
N. Neykov, P. Cizek, P. Filzmoser, P. Neytchev:
"The least trimmed quantile regression";
Computational Statistics and Data Analysis,
56
(2012),
1757
- 1770.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Robust joint modeling of mean and dispersion through trimming";
Computational Statistics and Data Analysis,
56
(2012),
34
- 48.
-
C. Reimann, M. Birke, P. Filzmoser:
"Temperature-dependent leaching of chemical elements from mineral water bottle materials";
Applied Geochemistry,
27
(2012),
1492
- 1498.
-
C. Reimann, P. Filzmoser, K. Fabian, K. Hron, M. Birke, A. Demetriades, E. Dinelli, A. Ladenberger et al.:
"The concept of compositional data analysis in practice - Total major element concentrations in agricultural and grazing land soils of Europe";
Science of the Total Environment,
426
(2012),
196
- 210.
-
J. Sucharova, I. Suchara, M. Hola, S. Marikova, C. Reimann, R. Boyd, P. Filzmoser, P. Englmaier:
"Top-/bottom-soil ratios and enrichment factors: What do they really show?";
Applied Geochemistry,
27
(2012),
138
- 145.
-
M. Templ:
"Correlation Between Indicators Over Time in Thematic Maps";
Austrian Journal of Statistics,
41
(2012),
1;
67
- 79.
-
M. Templ, A. Alfons, P. Filzmoser:
"Exploring incomplete data using visualization techniques";
Advances in Data Analysis and Classification,
6
(2012),
29
- 47.
-
M. Templ, B. Hulliger, A. Kowarik, K. Fürst:
"Combining geographical information and traditional plots: the checkerplot";
International Journal of Geographical Information Science,
1
(2012),
3
- 16.
-
M. Templ, V. Todorov:
"Official Statistics and Survey Methodology meets R: An Overview of Corresponding Packages";
The Survey Statistician,
July
(2012),
66;
26
- 34.
-
K. Varmuza, P. Filzmoser, B. Liebmann, M. Dehmer:
"Redundancy analysis for characterizing the correlation between groups of variables - Applied to molecular descriptors";
Chemometrics and Intelligent Laboratory Systems,
117
(2012),
31
- 41.
-
A. Alfons, W. E. Baaske, P. Filzmoser, W. Mader, R. Wieser:
"Robust variable selection with application to quality of life research";
Statistical Methods & Applications,
20
(2011),
65
- 82.
-
A. Alfons, M. Templ, P. Filzmoser:
"Simulation of close-to-reality population data for household surveys with application to EU-SILC";
Statistical Methods & Applications,
20
(2011),
3;
383
- 407.
-
W. Berger, H. Piringer, P. Filzmoser, E. Gröller:
"Uncertainty-Aware Exploration of Continuous Parameter Spaces Using Multivariate Prediction";
Computer Graphics Forum,
30
(2011),
3;
911
- 920.
-
G. Dinges, A. Kowarik, B. Meindl, M. Templ:
"An Open Source Approach for Modern Teaching Methods: The Interactive TGUI System";
Journal of Statistical Software,
39\7
(2011).
-
G. Dinges, A. Kowarik, B. Meindl, M. Templ:
"Moderne Wege der Wissensvermittlung: Statistikunterricht interaktiv";
Statistische Nachrichten,
9
(2011),
919
- 922.
-
P. Filzmoser, V. Todorov:
"Review of robust multivariate statistical methods in high dimension";
Analytica Chimica Acta,
705
(2011),
2
- 14.
-
W. Huf, K. Kalcher, G. Pail, M-E Friedrich, P. Filzmoser, S. Kasper:
"Meta-analysis: Fact or fiction? How to interpret meta-analyses";
The World Journal of Biological Psychiatry,
12
(2011),
188
- 200.
-
A. Sarbu, G.A. Janauer, U. Schmidt-Mumm, P. Filzmoser, D. Smarandache, G. Pascale:
"Characterisation of the potamal Danube River and the Delta: connectivity determines indicative macrophyte assemblages";
Hydrobiologia,
671
(2011),
1;
75
- 93.
-
I. Suchara, J. Sucharova, M. Hola, C. Reimann, B. Rognvald, P. Filzmoser, P. Englmaier:
"The performance of moss, grass, and 1- and 2-year old spruce needles as bioindicators of contamination: A comparative study at the scale of the Czech Republic";
Science of the Total Environment,
409
(2011),
2281
- 2297.
-
J. Sucharova, I. Suchara, M. Hola, C. Reimann, B. Rognvald, P. Filzmoser, P. Englmaier:
"Linking chemical elements in forest floor humus (Oh-horizon) in the Czech Republic to contamination sources";
Environmental Pollution,
159
(2011),
1205
- 1214.
-
J. Sucharova, I. Suchara, C. Reimann, R. Boyd, P. Filzmoser, P. Englmaier:
"Spatial distribution of lead and lead isotopes in soil B-horizon, forest-floor humus, grass (Avenella flexuosa) and spruce (Picea abies) needles across the Czech Republic";
Applied Geochemistry,
26
(2011),
1205
- 1214.
-
M. Templ, A. Kowarik, P. Filzmoser:
"Iterative stepwise regression imputation using standard and robust methods";
Computational Statistics and Data Analysis,
55
(2011),
2793
- 2806.
-
V. Todorov, M. Templ, P. Filzmoser:
"Detection of multivariate outliers in business survey data with incomplete information";
Advances in Data Analysis and Classification,
5
(2011),
1;
37
- 56.
-
C. Turkay, P. Filzmoser, H. Hauser:
"Brushing Dimensions - A Dual Visual Analysis Model for High-Dimensional Data";
IEEE Transactions on Visualization and Computer Graphics,
17
(2011),
12;
2591
- 2599.
-
K. Varmuza, C. Engrand, P. Filzmoser, M. Hilchenbach, J. Kissel, H. Krüger, J. Silén, M. Trieloff:
"Random projection for dimensionality reduction-Applied to time-of-flight secondary ion mass spectrometry data";
Analytica Chimica Acta,
705
(2011),
48
- 55.
-
A. Alfons, M. Templ, P. Filzmoser:
"An object-oriented framework for statistical simulation: The R Package simFrame";
Journal of Statistical Software,
37
(2010),
3;
1
- 36.
-
K. Boeheim, S.-M. Pock, M. Schloegel, P. Filzmoser:
"Active Middle Ear Implant Compared With Open-Fit Hearing Aid in Sloping High-Frequency Sensorineural Hearing Loss";
Otology & Neurotology,
31(3)
(2010),
424
- 429.
-
P. Filzmoser, K. Hron, R. Reimann:
"The bivariate statistical analysis of environmental (compositional) data";
Science of the Total Environment,
408
(2010),
4230
- 4238.
-
K. Hron, M. Templ, P. Filzmoser:
"Imputation of missing values for compositional data using classical and robust methods";
Computational Statistics and Data Analysis,
54
(2010),
3095
- 3107.
-
Z. Karacsony, P. Filzmoser:
"Asymptotic normality of kernel type regression estimators for random fields";
Journal of Statistical Planning and Inference,
140
(2010),
872
- 886.
-
J. Kehrer, P. Filzmoser, H. Hauser:
"Brushing Moments in Interactive Visual Analysis";
Eurograhics Digital Library,
29
(2010),
3;
10 pages.
-
B. Liebmann, P. Filzmoser, K. Varmuza:
"Robust and classical PLS regression compared";
Journal of Chemometrics,
24
(2010),
111
- 120.
-
C. Reimann, M. Birke, P. Filzmoser:
"Bottled drinking water: Water contamination from bottle materials (glass, hard PET, soft PET), the influence of colour and acidification";
Applied Geochemistry,
25
(2010),
1030
- 1046.
-
C. Reimann, M. Birke, P. Filzmoser:
"Reply to the comment "Bottled drinking water: Water contamination from bottle materials (glass, hard PET, soft PET), the influence of colour and acidification" by Hayo Müller-Simon";
Applied Geochemistry,
25
(2010),
1464
- 1465.
-
V. Todorov, P. Filzmoser:
"Robust statistic for the one-way MANOVA";
Computational Statistics and Data Analysis,
54
(2010),
37
- 48.
-
H. Treiblmaier, P. Filzmoser:
"Exploratory factor analysis revisited: How robust methods support the detection of hidden multivariate data structures in IS research";
Information & Management,
47
(2010),
197
- 207.
-
K. Varmuza, P. Filzmoser, B. Liebmann:
"Random projection experiments with chemometric data";
Journal of Chemometrics,
24
(2010),
209
- 217.
-
G. Dinges, M. Templ:
"Motivation zur Statistik - Computergestützt lernen in der Statistik Austria";
Austrian Journal of Statistics,
38
(2009),
1;
3
- 16.
-
H. Facevicova, K. Hron, V. Todorov, D. Guo, M. Templ:
"Logratio approach to 2 x 2 compositional tables";
accepted for publication in Journal of Applied Statistics
(2009),
##.
-
P. Filzmoser:
"Invariant co-ordinate selection (Discussion on this paper)";
Journal of the Royal Statistical Society,
71
(2009),
3;
549
- 592.
-
P. Filzmoser, K. Hron:
"Correlation Analysis for Compositional Data";
Mathematical Geosciences,
41
(2009),
905
- 919.
-
P. Filzmoser, K. Hron:
"Univariate statistical analysis of environmental (compositional) data: Problems and possibilities";
Science of the Total Environment,
407
(2009),
6100
- 6108.
-
P. Filzmoser, K. Hron, C. Reimann:
"Principal component analysis for compositional data with outliers";
Environmetrics,
20
(2009),
621
- 632.
-
P. Filzmoser, K. Hron, C. Reimann, R.G. Garrett:
"Robust factor analysis for compositional data";
Computers & Geosciences,
35
(2009),
1854
- 1861.
-
P. Filzmoser, B. Liebmann, K. Varmuza:
"Repeated double cross validation";
Journal of Chemometrics,
23
(2009),
160
- 171.
-
K. Neumann:
"Datenarten und -qualität";
biomed austria,
03
(2009),
20
- 21.
-
K. Neumann:
"Nichts geht ohne systematische Fehler";
biomed austria,
06
(2009),
39.
-
M. Templ:
"Clusteranalyse mit SPSS. Mit Faktorenanalyse. (Book Reviews)";
Austrian Journal of Statistics,
38
(2009),
287
- 291.
-
M. Templ:
"Forschungsprojekt AMELI; regionale Schätzung von Armut und sozialem Zusammenhalt in Europa";
Statistische Nachrichten,
2
(2009),
173
- 177.
-
M. Templ, T. Petelin:
"A Graphical User Interface for Microdata Protection Which Provides Reproducibility and Interactions: the sdcMicro GUI";
Transactions on Data Privacy,
2
(2009),
207
- 223.
-
V. Todorov, P. Filzmoser:
"An Object-Oriented Framework for Robust Multivariate Analysis";
Journal of Statistical Software,
32
(2009),
3;
1
- 47.
-
C. Croux, P. Filzmoser, K. Joossens:
"Classification efficiencies for robust linear discriminant analysis";
Statistica Sinica,
18
(2008),
581
- 599.
-
P. Filzmoser, K. Hron:
"Outlier Detection for Compositional Data Using Robust Methods";
Mathematical Geosciences,
40(3)
(2008),
233
- 248.
-
P. Filzmoser, R. Maronna, M. Werner:
"Outlier identification in high dimensions";
Computational Statistics and Data Analysis,
52
(2008),
1694
- 1711.
-
M. Germ, O. Urbanc-Bercic, G.A. Janauer, P. Filzmoser, N. Exler, A. Gaberscik:
"Macrophyte distribution pattern in the Krka River--the role of habitat quality";
Large Rivers,
18(1-2)
(2008),
145
- 155.
-
K. Neumann:
"Gedanken über das Denken, denn wissenschaftliche Methodik muss denk- und nachvollziebar sein";
biomed austria,
03
(2008),
36
- 37.
-
K. Neumann:
"NIMRA-survey: NSAIDs impact on mortality Results of an Austrian Survey in 2006";
Wiener Medizinische Wochenschrift,
158
(2008),
3-4;
120
- 126.
-
K. Neumann:
"Statistik in der Medizin: Warum überhaupt";
biomed austria,
04
(2008),
15
- 16.
-
M. Templ:
"Forschungsaktivitäten im Bereich statistischer Geheimhaltung von Mikrodaten";
Statistische Nachrichten,
1
(2008),
94
- 98.
-
M. Templ:
"Statistical Disclosure Control for Microdata Using the R-Package sdcMicro";
Transactions on Data Privacy,
1
(2008),
67
- 85.
-
M. Templ, P. Filzmoser, C. Reimann:
"Cluster analysis applied to regional geochemical data: Problems and possibilities";
Applied Geochemistry,
23
(2008),
8;
2198
- 2213.
-
A. Weisser, G. Endel, P. Filzmoser, M. Gyimesi:
"ATC->ICD - evaluating the reliability of prognoses for ICD-10 diagnoses derived from the ATC-Code of prescriptions";
BMC Health Services Research,
8
(2008),
10.
-
C. Croux, P. Filzmoser:
"A survey of robust statistics";
Statistical Methods & Applications,
15
(2007),
280
- 282.
-
C. Croux, P. Filzmoser, M.R. Oliveira:
"Algorithms for Projection-Pursuit robust principal component analysis";
Chemometrics and Intelligent Laboratory Systems,
87
(2007),
218
- 225.
-
N. Neykov, P. Filzmoser, R. Dimova, P. Neytchev:
"Robust fitting of mixtures using the trimmed likelihood estimator";
Computational Statistics and Data Analysis,
52
(2007),
299
- 308.
-
W. Preusser, J. Kammerer, P. Gutenbrunner, T. Skrivanek, R. Dutter, M. Tacker:
"Welchen Einfluss nimmt die Vorbehandlung?";
Adhäsion,
11
(2007),
36
- 41.
-
C. Reimann, A. Arnoldussen, P. Englmaier, P. Filzmoser, T.E. Finne, R.G. Garrett, F. Koller, O. Nordgulen:
"Element concentrations and variations along a 120-km transect in southern Norway - Anthropogenic vs. geogenic vs. biogenic element sources and cycles";
Applied Geochemistry,
22
(2007),
851
- 871.
-
B. Rintelen, K. Neumann, B. F. Leeb:
"A Meta-analysis of Controlled Clinical Studies with Diacerein in the Treatment of Osteoarthritis";
American Medical Association,
166
(2007).
-
I. Fazekas, P. Filzmoser:
"A Functional Central Limit Theorem for Kernel Type Density Estimators";
Austrian Journal of Statistics,
35
(2006),
4;
409
- 418.
-
B. Richter, M. Gwechenberger, P. Filzmoser, M. Marx, P. Lercher, H. D. Gössinger:
"Is inducibility of atrial fibrillation after radio frequency ablation really a relevant prognostic factor?";
European Heart Journal,
27
(2006),
2553
- 2559.
-
D. Zick, H. Gassner, P. Filzmoser, J. Wanzenböck, B. Pamminger-Lahnsteiner, G. Tischler:
"Changes in the fish species composition of all Austrian lakes >50 ha during the last 150 years";
Fisheries Management and Ecology,
13
(2006),
103
- 111.
-
J. Branco, C. Croux, P. Filzmoser, M.R. Oliveira:
"Robust Canonical Correlations: A Comparative Study";
Computational Statistics,
20
(2005),
203
- 229.
-
H. Bröll, R. Kotz, K. Neumann:
"Experten-Statement über Diacerein";
CliniCum,
Sonderausgabe mai 2005
(2005),
1
- 8.
-
P. Filzmoser:
"Identification of Multivariate Outliers: A Performance Study";
Austrian Journal of Statistics,
34, 2
(2005),
127
- 138.
-
P. Filzmoser, R.G. Garrett, C. Reimann:
"Multivariate outlier detection in exploration geochemistry";
Computers & Geosciences,
31
(2005),
579
- 587.
-
C. Reimann, P. Filzmoser, R.G. Garrett:
"Background and threshold: critical comparison of methods of determination";
Science of the Total Environment,
346
(2005),
1
- 16.
-
S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"Partial robust M-regression";
Chemometrics and Intelligent Laboratory Systems,
79
(2005),
55
- 64.
-
S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"Robust continuum regression";
Chemometrics and Intelligent Laboratory Systems,
76(2)
(2005),
197
- 204.
-
B. Spangl, R. Dutter:
"On Robust Estimation of Power Spectra";
Austrian Journal of Statistics,
34(2)
(2005),
199
- 209.
-
P-J van Helvoort, P. Filzmoser, P. van Gaans:
"Sequential Factor Analysis as a new approach to multivariate analysis of heterogeneous geochemical datasets: An application to a bulk chemical characterization of fluvial deposits (Rhine-Meuse delta, The Netherlands";
Applied Geochemistry,
20
(2005),
2233
- 2251.
-
P. Filzmoser, R. Viertl:
"Testing hypotheses with fuzzy data: The fuzzy p-value";
Metrika,
59
(2004),
21
- 29.
-
C. Croux, P. Filzmoser, G. Pison, P. Rousseeuw:
"Fitting multiplicative models by robust alternating regressions";
Statistics and Computing,
13
(2003),
23
- 36.
-
P. Filzmoser, C. Croux:
"Dimension reduction of the explanatory variables in multiple linear regression";
Pliska Studia Mathematica Bulgaria,
14
(2003),
59
- 70.
-
G. Pison, P. Rousseeuw, P. Filzmoser, C. Croux:
"Robust factor analysis";
Journal of Multivariate Analysis,
84
(2003),
145
- 172.
-
P. Filzmoser, P. Rousseeuw:
"Robust Statistics";
Encyclopedia of Life Support Systems,
UNESCO & EOLSS, www.eolss.org, Oxford
(2002).
-
C. Reimann, P. Filzmoser, R. Garrett:
"Factor analysis applied to regional geochemical data: problems and possibilities";
Applied Geochemistry,
17
(2002),
185
- 206.
Editorials in Scientific Journals
-
K. Mansor, C. Alexandru, M. Templ:
"Austrian Journal of Statistics. Vol 49 (3), Special Issue iCMS 2019";
Austrian Journal of Statistics,
49
(2020),
3;
71 pages.
-
P. Filzmoser, Y. Kharin:
"Special issue of the CDAM 2016 conference";
Austrian Journal of Statistics (invited),
46
(2017),
3-4;
1
- 2.
-
P. Filzmoser, K. Hron, R. Tolosana-Delgado:
"Statistical analysis of geochemical compositions: Problems, perspectives and solutions";
Applied Geochemistry (invited),
75
(2016),
169
- 170.
-
M. Templ:
"Editorial Austrian Journal of Statistics Vol 45/2";
Austrian Journal of Statistics,
45
(2016),
2;
3.
-
P. Filzmoser, K. Hron:
"Special Issue: Compositional Data Modelling";
Statistical Modelling,
15 ( 2 )
(2015),
vii
- viii.
-
M. Templ:
"Editorial";
Austrian Journal of Statistics,
44
(2015),
1;
3.
-
M. Templ:
"Editorial";
Austrian Journal of Statistics,
44
(2015),
4;
3.
-
M. Templ:
"Editorial AJS Vol 44/3";
Austrian Journal of Statistics,
44
(2015),
3;
1.
-
H. Friedl, M. Templ:
"Editorial";
Austrian Journal of Statistics,
43
(2014),
3;
3.
-
M. Templ:
"Editorial Special Issue on Official Statistics";
Austrian Journal of Statistics,
43
(2014),
1;
1.
Contributions to Books
-
P. Filzmoser:
"Robust statistics";
in: "Encyclopedia of Mathematical Geosciences. Encyclopedia of Earth Sciences Series.",
B. Sagar, Q. Cheng, J. McKinley, F. Agterberg (ed.);
Springer, Cham,
2021,
ISBN: 978-3-030-26050-7.
-
P. Filzmoser, K. Hron, A. Menafoglio:
"Logratio Approach to Distributional Modeling";
in: "Advances in Contemporary Statistics and Econometrics",
A. Daouia, A. Ruiz-Gazen (ed.);
Springer, Cham,
2021,
ISBN: 978-3-030-73248-6,
451
- 470.
-
C. Mühlmann, K. Facevicova, A. Gardlo, H. Janeckova, K. Nordhausen:
"Independent Component Analysis for Compositional Data";
in: "Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan",
A. Daouia, A. Ruiz-Gazen (ed.);
Springer,
Cham,
2021,
525
- 545.
-
C. Mühlmann, H. Oja, K. Nordhausen:
"Sliced Inverse Regression for Spatial Data";
in: "Festschrift in Honor of R. Dennis Cook: Fifty Years of Contribution to Statistical Science",
E. Bura, B. Li (ed.);
Springer,
Cham,
2021,
87
- 107.
-
C. Rieser, P. Filzmoser:
"Outlier detection for pandemic-related data using compositional functional data analysis";
in: "Pandemics: Insurance and Social Protection",
M. Boado-Penas, J. Eisenberg, S. Sahin (ed.);
Springer Nature Switzerland AG,
Cham,
2021,
ISBN: 978-3-030-78333-4,
251
- 266.
-
P. Filzmoser, K. Hron:
"Compositional Data analysis in chemometrics, In R. Tauler, B. Walczak and S.D. Brown, editors.";
in: "Comprehensive Chemometrics: Chemical and Biochemical Data Analysis",
2;
R. Tauler, B. Walczak, S.D. Brown (ed.);
Elsevier,
2020,
ISBN: 9780444641656,
641
- 662.
-
P. Filzmoser, S. Serneels, R. Maronna, C. Croux:
"Robust multivariate methods in chemometrics, In R. Tauler, B. Walczak, and S.D. Brown, editors";
in: "Comprehensive Chemometrics: Chemical and Biochemical Data Analysis",
2;
issued by: Elsevier;
Elsevier,
(*),
2020,
ISBN: 9780444641656,
681
- 722.
-
G. Monti, P. Filzmoser:
"High-dimensional regression with compositional covariates: a robust perspective";
in: "Book of Short Papers SIS 2020",
A. Pollice, N. Salvati, F. Schirripa Spagnolo (ed.);
Pearson,
London,
2020,
ISBN: 9788891910776,
105
- 110.
-
U. Radojicic, K. Nordhausen:
"Non-Gaussian Component Analysis: Testing the Dimension of the Signal Subspace";
in: "Analytical Methods in Statistics",
M. Maciak, M. Pesta, M. Schindler (ed.);
Springer Nature Switzerland AG,
2020,
101
- 123.
-
A. Wurl, A. Falkner, P. Filzmoser, A. Haselböck, A. Mazak, S. Sperl:
"A comprehensive prediction approach for hardware asset management. In: C. Quix, J. Bernardino (eds): Data Management Technologies and Applications";
in: "DATA 2018. Communications in Computer and Information Science",
862;
Springer Nature Schwitzerland AG 2019,
2019,
26
- 49.
-
A. Wurl, A. Falkner, A. Haselböck, A. Mazak, P. Filzmoser:
"Exploring robustness in a combined feature selection approach.";
in: "DATA 2019, Proceedings of the 8th International Conference on Data Science, Technology and Applications",
1;
Scitepress - Science and Technology Publications, LDA.,
Portugal,
2019,
ISBN: 978-989-758-377-3,
84
- 91.
-
M. Landauer, M. Wurzenberger, F. Skopik, G. Settanni, P. Filzmoser:
"Time series analysis: Unsupervised anomaly detection beyond outlier detection";
in: "Information Security Practice and Experience",
C. Su, H. Kikuch (ed.);
Springer,
2018,
16
- 36.
-
K. Varmuza:
"Methods for multivariate data analysis";
in: "Chemoinformatics - Basic Concepts and Methods",
T. Engel, J. Gasteiger (ed.);
issued by: Wiley-VCH;
Wiley-VCH,
Weinheim,
2018,
ISBN: 978-3-527-33109-3,
399
- 437.
-
J. Walach, K. Hron, P. Filzmoser:
"Data normalization and scaling: Consequences for the analysis in omics sciences";
in: "Comprehensive Analytical Chemistry. Data Analysis for Omics Sciences: Methods and Applications",
J. Jaumot, C. Bedia, R. Tauler (ed.);
Elsevier,
2018,
ISBN: 978-0-444-64044-4,
165
- 196.
-
S. de la Rosa de Saa, P. Filzmoser, M. Gil, M. Asunción Lubiano:
"On the Robustness of Absolute Deviations with Fuzzy Data";
in: "Strengthening Links Between Data Analysis and Soft Computing",
Springer Verlag,
2015,
ISBN: 978-3-319-10764-6,
133
- 141.
-
R. Deutsch:
"Starting Values";
in: "Wiley StatsRef: Statistics Reference Online",
N. Balakrishnan, T. Colton, W. Piegorsch et al. (ed.);
John Wiley & Sons, Ltd,
Chichester,
2015,
ISBN: 9781118445112,
5 pages.
-
P. Filzmoser, K. Hron:
"Robust Coordinates for Compositional Data Using Weighted Balances";
in: "Modern Nonparametric, Robust and Multivariate Methods / Festschrift in Honour of Hannu Oja",
10.1007/978-3-319-22404-6_10;
K. Nordhausen, S. Taskinen (ed.);
Springer International Publishing Switzerland,
Berlin,
2015,
ISBN: 978-3-319-22403-9,
167
- 184.
-
K. Hron, P. Filzmoser:
"Exploring compositional data with the robust compositional biplot";
in: "Advances in Latent Variables. Part of the series Studies in Theoretical and Applied Statistics",
M. Carpita, E. Brentari, E.M. Qannari (ed.);
Springer International Publishing Switzerland,
2015,
219
- 226.
-
K. Varmuza, P. Filzmoser:
"Chapter 2: Repeated Double Cross Validation (rdCV) - A Strategy for Optimizing Empirical Multivariate Models, and for Comparing Their Prediction Performances";
in: "Current Applications of Chemometrics",
M. Khanmohammadi (ed.);
Nova Science Publishers,
2015,
ISBN: 978-1-63463-117-4,
15
- 32.
-
A. Demetriades, C. Reimann, P. Filzmoser:
"Evaluation of GEMAS project quality control results";
in: "Chemistry of Europe's Agricultural Soils. Part A: Methodology and Interpretation of the GEMAS Data Set, Geologisches Jahrbuch, Reihe B, Heft 102",
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor (ed.);
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Stuttgart,
2014,
ISBN: 978-3-510-96846-6,
47
- 60.
-
P. Filzmoser, C. Reimann:
"Multivariate data analysis";
in: "Chemistry of Europe's Agricultural Soils. Part A: Methodology and Interpretation of the GEMAS Data Set, Geologisches Jahrbuch, Reihe B, Heft 102",
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor (ed.);
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Stuttgart,
2014,
ISBN: 978-3-510-96846-6,
83
- 92.
-
P. Filzmoser, C. Reimann, M. Birke:
"Univariate data analysis and mapping";
in: "Chemistry of Europe's Agricultural Soils. Part A: Methodology and Interpretation of the GEMAS Data Set, Geologisches Jahrbuch, Reihe B, Heft 102",
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor (ed.);
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Stuttgart,
2014,
ISBN: 978-3-510-96846-6,
67
- 81.
-
K. Hron, P. Filzmoser, M. Templ et al.:
"Robust Regression with Compositional Response: Application to Geosciences";
in: "Mathematics of Planet Earth, Lecture Notes in Earth System Sciences",
issued by: Instituto Geológico y Minero de España, Madrid, Spain;
Springer Verlag Berlin-Heidelberg,
2014,
ISBN: 978-3-642-32407-9,
87
- 90.
-
A. Ladenberger, J. Uhlbäck, M. Andersson, C. Reimann, T. Tarvainen, G. Morris, M. Sadeghi, M. Eklund, P. Filzmoser:
"Elemental patterns in agricultural and grazing land soil in Norway, Finland and Sweden: What have we learned from continental scale mapping.";
in: "Chemistry of Europe's Agricultural Soils. Part A: Methodology and Interpretation of the GEMAS Data Set, Geologisches Jahrbuch, Reihe B, Heft 103",
C. Reimann, M. Birke, A. Demetriades, P. Filzmoser, P. O´Connor (ed.);
E. Schweizerbart'sche Verlagsbuchhandlung oHG,
Stuttgart,
2014,
ISBN: 978-3-510-96847-3,
235
- 251.
-
P. Filzmoser, K. Hron:
"Robustness for Compositional Data";
in: "Robustness and Complex Data Structures, Festschrift in Honour of Ursula Gather",
C. Becker, R. Fried, S. Kuhnt (ed.);
Springer Verlag,
Becker, Claudia; Fried, Roland; Kuhnt, Sonja,
2013,
ISBN: 978-3-642-35493-9,
117
- 134.
-
M. Gschwandtner, P. Filzmoser:
"Outlier detection in high dimension using regularization";
in: "Synergies of Soft Computing and Statistics for Intelligent Data Analysis - Advances in Intelligent Systems and Computing",
Springer Verlag Berlin-Heidelberg,
2013,
ISBN: 978-3-642-33041-4,
237
- 244.
-
K. Hron, P. Filzmoser:
"Robust diagnostics of fuzzy clustering results using the compositional approach";
in: "Synergies of Soft Computing and Statistics for Intelligent Data Analysis - Advances in Intelligent Systems and Computing",
Springer Verlag Berlin-Heidelberg,
2013,
ISBN: 978-3-642-33041-4,
245
- 253.
-
B. Spangl, R. Dutter:
"Robustness in Time Series: Robust Frequency Domain Analysis";
in: "Robustness and Complex Data Structures, Festschrift in Honour of Ursula Gather",
C. Becker, R. Fried, S. Kuhnt (ed.);
Springer Verlag,
Becker, Claudia; Fried, Roland; Kuhnt, Sonja,
2013,
ISBN: 978-3-642-35493-9,
207
- 224.
-
V. Todorov, P. Filzmoser:
"Comparing classical and robust sparse PCA";
in: "Synergies of Soft Computing and Statistics for Intelligent Data Analysis - Advances in Intelligent Systems and Computing, 190 AISC",
Springer Verlag Berlin-Heidelberg,
2013,
ISBN: 978-3-642-33041-4,
283
- 291.
-
A. Kowarik, M. Templ, B. Meindl, F. Fonteneau, B. Prantner:
"Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro";
in: "Lecture Notes in Computer Science",
J. Domingo-Ferrer, I. Tinnirello (ed.);
Springer,
Berlin,
2012,
ISBN: 978-3-642-33626-3,
63
- 77.
-
P. Filzmoser, K. Hron:
"Robust statistical analysis";
in: "Compositional Data Analysis: Theory and Applications",
John Wiley & Sons,
2011,
ISBN: 978-0-470-71135-4,
59
- 72.
-
R. Reimann, M. Birke, P. Filzmoser:
"Data analysis for urban geochemical data";
in: "Mapping the Chemical Environment of Urban Areas",
C. C. Johnson, A. Demetriades, J. Locutura, R. T. Ottesen (ed.);
John Wiley & Sons,
Chichester, West Sussex, UK,
2011,
ISBN: 978-0-470-74724-7,
99
- 115.
-
M. Templ, K. Hron, P. Filzmoser:
"robCompositions: an R-package for robust statistical analysis of compositional data";
in: "Compositional Data Analysis: Theory and Applications",
John Wiley & Sons,
2011,
ISBN: 978-0-470-71135-4,
341
- 355.
-
M. Templ, A. Alfons:
"Disclosure Risk of Synthetic Population Data with Application in the Case of EU-SILC";
in: "Privacy in Statistical Databases, Lecture Notes in Computer Science",
J. Domingo-Ferrer, E. Magkos (ed.);
Springer Verlag,
Berlin, Heidelberg,
2010,
ISBN: 978-3-642-15837-7,
174
- 186.
-
M. Templ, B. Meindl:
"Practical Applications in Statistical Disclosure Control Using R";
in: "Privacy and Anonymity in Information Management Systems New Techniques for New Practical Problems",
J. Nin, J. Herranz (ed.);
Springer Verlag,
2010,
ISBN: 978-1-84996-237-7,
31
- 62.
-
W. E. Baaske, P. Filzmoser, W. Mader, R. Wieser:
"Agriculture as a success factor for municipalities";
in: "Jahrbuch der Österreichischen Gesellschaft für Agrarökonomie",
Facultas Verlags- und Buchhandels AG,
Wien,
2009,
ISBN: 978-3-7089-0431-3,
21
- 30.
-
P. Filzmoser, S. Serneels, R. Maronna, P.J. Van Espen:
"Robust Multivariate Methods in Chemometrics";
in: "Comprehensive Chemometrics: Chemical and Biochemical Data Analysis",
S.D. Brown, R. Tauler, B. Walczak (ed.);
Elsevier,
2009,
663
- 722.
-
M. Templ, B. Meindl:
"Robust Statistics Meets SDC: New Disclosure Risk Measures for Continuous Microdata Masking";
in: "Lecture Notes on Computer Science",
J. Domingo-Ferrer, Y. Saygin (ed.);
issued by: UNESCO;
Springer,
Berlin/Heidelberg,
2008,
ISBN: 978-3-540-87470-6,
13.
-
M. Templ, B. Meindl:
"Robustification of Microdata Masking Methods and the Comparison with Existing Methods";
in: "Lecture Notes on Computer Science",
J. Domingo-Ferrer, Y. Saygin (ed.);
issued by: UNESCO;
Springer,
Berlin/Heidelberg,
2008,
ISBN: 978-3-540-87470-6,
14.
-
M. Templ:
"Software Development for SDC in R";
in: "Privacy in Statistical Databases, Lecture Notes in Computer Science, Vol. 4302",
J. Domingo-Ferrer, L. Franconi (ed.);
Springer,
Berlin Heidelberg,
2006,
ISBN: 978-3-540-49330-3,
347
- 359.
-
P. Filzmoser:
"Robust Factor Analysis: Methods and Applications";
in: "Latent Variable and Latent Structure Models",
G. Marcoulides, I. Moustaki (ed.);
Lawrence Erlbaum Associates,
Mahwa, New Jersey,
2002,
ISBN: 0-8058-4046-x,
153
- 194.
-
P. Filzmoser, C. Croux:
"A Projection Algorithm for Regression with Collinearity";
in: "Classification, Clustering, and Data Analysis",
K. Jajuga, A. Sokolowski, H. Bock (ed.);
Springer,
Berlin,
2002,
ISBN: 3-540-43691-x,
227
- 234.
-
P. Filzmoser, C. Reimann:
"Robust Multivariate Methods in Geostatistics";
in: "Classification, Automation, and New Media",
W. Gaul, G. Ritter (ed.);
Springer,
Berlin,
2002,
ISBN: 3-540-43233-7,
429
- 436.
Contributions to Proceedings
-
A. Posekany:
"Outlier detection in Bioinformatics with Mixtures of Gaussian and heavy-tailed distributions";
in: "Proceedings of the 3rd International Data Science Conference - iDSC2020",
issued by: iDSC;
Data Science - Analytics and Applications,
2021,
ISBN: 978-3-658-32181-9,
58
- 65.
-
A. Archimbaud, K. Nordhausen, A. Ruiz-Gazen:
"Multivariate Outlier Detection In High Reliability Standards Fields Using Ics";
in: "CLADAG 2019 Book of Short Papers",
Centro Editoriale di Ateneo Università di Cassino e del Lazio Meridionale,
Cassino, IT,
2019,
ISBN: 978-88-8317-108-6,
42
- 44.
-
D. Dolezal, A. Posekany, L. Vittori, G. Koppensteiner, R. Motschnig:
"Fostering 21st Century Skills in Student-Centered Engineering Education at the Secondary School Level: Second Evaluation of The Learning Office";
in: "2019 IEEE Frontiers in Education Conference (FIE)",
Institute of Electrical and Electronics Engineers, Florida,
2019.
-
C. Heitz, R. Etschmann, R. Stöckle, T. Bachmann, M. Templ:
"User-based Redistribution in Free-floating Bike Sharing Systems";
in: "Operations Research Proceedings 2018",
issued by: Annual International Conference of the German Operations Research Society (GOR);
Springer Nature Switzerland AG,
Heidelberg, Germany,
2019,
ISSN: 0721-5924,
7 pages.
-
N. Lietzen, J. Virta, K. Nordhausen, P. Ilmonen:
"Minimum Distance Index for Non-Square Complex Valued Mixing Matrices";
in: "Proceedings of the 12th International Conference on Computer Data Analysis and Modeling",
P. Filzmoser, Y. Kharin (ed.);
Minsk Publishing Center BSU,
Minsk,
2019,
ISBN: 9789855668115,
79
- 86.
-
A. Posekany, D. Dolezal, L. Vittori, G. Koppensteiner:
""We Can Learn Ourselves" - Developing Digital Media For Student-Centered Learning";
in: "ICL 2019: The Impact of the 4th Industrial Revolution on Engineering Education",
Springer,
2019,
244
- 255.
-
M Matilainen, K. Nordhausen, J. Virta:
"On the Number of Signals in Multivariate Time Series";
in: "International Conference on Latent Variable Analysis and Signal Separation",
Springer International Publishing Switzerland,
2018,
248
- 258.
-
L. Grad-Gyenge, P. Filzmoser:
"The paradigm of relatedness";
in: "Business Information Systems Workshops. BIS 2016. Lecture Notes in Business Information Processing",
263;
W. Abramowicz, R. Alt, B. Franczyk (ed.);
issued by: BIS;
Springer,
Cham,
2017,
ISSN: 1865-1348,
57
- 68.
-
L. Grad-Gyenge, P. Filzmoser:
"Recommendation Techniques on a Knowledge Graph for Email Remarketing";
in: "eKNOW 2016, The Eighth International Conference on Information, Process, and Knowledge Management",
1;
issued by: IARIA;
IARIA,
Venice, Italy,
2016,
ISBN: 978-1-61208-472-5,
51
- 56.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Gschwandtner, T. Lammarsch, S. Miksch, A. Rind:
"Integrating Predictions in Time Series Model Selection";
in: "EuroVA 2015 EuroVis Workshop on Visual Analytics",
J. Yang, E. Bertini, N. Elmqvist, T. Dwyer, X. Yuan, H. Carr (ed.);
issued by: Cagliari, Italy May 25-26, 2015;
Eurographics Association,
2015,
ISBN: 978-3-905674-86-6,
73
- 78.
-
M. Templ:
"Synthetic Data: Modelling and Generating Complex Close-to-Reality Data for Public Use";
in: "Olomoucian Days of Applied Mathematics",
E. Fiserová (ed.);
issued by: Univerzita Palackeho Olomouc;
Univerzita Palackeho Olomouc,
Olomouc,
2015,
81.
-
D. Elias, B. Nadler, F. Nadler, A. Dinkel, S. Gürtler, A. Kowarik, B. Meindl, M. Templ:
"QUATRA (Software and Services for the Quality Management of Traffic Data)";
in: "Transport Research Arena (TRA) 2014 Proceedings / 5th Conference: Transport Solutions from Research to Deployment",
issued by: European Commission;
Transport Research Arena (TRA),
2014,
1
- 10.
-
A. Kowarik, B. Meindl, M. Templ:
"sparkTable: Generating Graphical Tables for Websites and Documents with R";
in: "Proceedings of the European Conference on Quality in Official Statistics 2014",
Statistik Austria,
Wien,
2014,
8 pages.
-
A. Kowarik, M. Templ, D. Schopfhauser:
"New Features of VIM - Visualisation and Imputation of Missing Values";
in: "UNECE Worksession on Statistical Data Editing",
issued by: UNECE;
UNECE,
Paris,
2014,
8 pages.
-
C. Reimann, P. Filzmoser, K. Hron:
"Geochemical mapping and CoDa: Problems and Possibilities";
in: "GeoMap Workshop Proceedings",
K. Hron, P. Filzmoser et al. (ed.);
Palacký University, Olomouc, Cz,
2014,
ISBN: 978-80-244-4149-8,
47
- 49.
-
H. Reitner, P. Filzmoser, H. Pirkl:
"Subject to Change: A log-ra! o approach to the geochemistry of stream sediment samples";
in: "GeoMap Workshop Proceedings",
K. Hron, P. Filzmoser et al. (ed.);
Palacký University, Olomouc, Cz,
2014,
ISBN: 978-80-244-4149-8,
50
- 52.
-
M. Templ, B. Meindl:
"Methods and Tools for the Generation of Synthetic Populations. A Brief Review";
in: "Proceedings of the Privacy in Statistical Databases 2014, UNESCO Chair in Data Privacy, International Conference, PSD 2014, Ibiza, Spain, September 17-19, 2014.",
J. Domingo-Ferrer (ed.);
Springer Verlag,
2014,
ISBN: 9783319112565,
10 pages.
-
S. Aivazian, P. Filzmoser, Y. Kharin:
"Greetings from the Programm Committee Co-Chairs";
in: "Computer Data Analysis and Modeling - Theoretical and Applied Stochastics / Proceedings of the Tenth International Conference Minsk, September 10-14, 2013",
S. Aivazian, P. Filzmoser, Y. Kharin (ed.);
Publishing center BSU, Minsk,
2013,
ISBN: 978-985-553-138-9,
5
- 6.
-
A. Kowarik, M. Templ:
"Make Your Data Confidential with the sdcMicro and sdcMicroGUI packages";
in: "The R User Conference, useR! 2013, Book of Cotributed Abstracts",
University of Castilla-La Mancha,
Albacete, Spain,
2013,
64.
-
G. Monti, K. Hron, P. Filzmoser, M. Templ:
"Covariance-Based Outlier Detection for Compositional Data with Structural Zeros: Application to Italian Survey of Household Income and Wealth Data";
in: "Dipartimento di Economia, Metodi Quantitativi e Strategie di Impresa",
D. Vita e Pensiero (ed.);
issued by: Vita e Pensiero;
Vita e Pensiero,
2013,
ISBN: 9788834325568.
-
M. Templ:
"Providing data with high utility and no disclosure risk for the public and researchers - an evaluation by advanced statistical disclosure risk methods";
in: "Proceedings of the 10th International Conderence Computer Data Analysis & Modelling 2013",
Belarusian State University,
2013, (invited),
57
- 66.
-
M. Templ, A. Kowarik, B. Hulliger:
"Visualization of Complex Statistical Information in Maps";
in: "2012 JSM Proceedings",
American Statistical Association,
2012,
5 pages.
-
H. Katschnig, G. Endel, F. Endel, P. Filzmoser, B. Weibold:
"Identifying psychiatric patients' pathways of care by record linkage after pseudonymisation: linking inpatient and outpatient data for the total population of a province of Austria";
in: "Abstract of the IXth ENMESH International Conference",
Society for Psychotherapy Research,
2011,
1 pages.
-
M. Templ, A. Alfons, P. Filzmoser:
"Robust semi-parametric estimation of social cohesion and poverty indicators";
in: "Proceedings of the 58th ISI Conference in Dublin",
International Statistical Institute,
2011,
2 pages.
-
H. Treiblmaier, P. Filzmoser:
"Benefits from using continuous rating scales in online survey research";
in: "Proceedings of the International Conference on Information Systems",
Association for Information Systems,
2011,
ISBN: 978-0-615-55907-0,
13 pages.
-
M. Templ, A. Alfons:
"Visualisierung von fehlenden Werten";
in: "Tagungsband zum 18. Wissenschaftlichen Kolloquium "Informationsvisualisierung - Grafische Aufbereitung und Analyse von statistischen Daten",
Statistisches Bundesamt Deutschland,
2009,
14 pages.
-
R. Dutter:
"Data Analysis using R and a Graphical Interface";
in: "Proceedings of the Eighth International Conference Computer Data Analysis and Modeling",
Publishing center BSU, Minsk,
2007,
ISBN: 978-985-476-508-2,
281.
-
P. Filzmoser, H. Fritz:
"Exploring High-dimensional Data with Robust Principal Components";
in: "Proceedings of the Eighth International Conference Computer Data Analysis and Modeling",
Publishing center BSU, Minsk,
2007,
ISBN: 978-985-476-508-2,
43
- 50.
-
M. Templ:
"sdcMicro: A package for Statistical Disclosure Control in R";
in: "Bulletin of the International Statistical Institute, 56th Session",
ISI 2007,
Lissabon,
2007.
-
G.A. Janauer, P. Filzmoser, H. Otahelova, A. Gaberscik, J. Topic, A. Berczik, R. Igic, V. Vulchev, A. Sarbu, A. Kohler, N. Exler:
"Macrophyte Habitat Preference, River Restoration, and the WFD: making use of the MIDCC data base";
in: "Proceedings 36th International Conference of IAD",
Austrian Committee Danube Research/IAD,
Wien,
2006,
ISBN: 978-3-9500723-2-7,
81
- 85.
-
G.A. Janauer, E. Lanz, P. Filzmoser, N. Exler:
"Breg and Brigach, source streams of the Danube: changes based on macrophyte surveys 1967, 1989, and 2004";
in: "Proceedings 36th International Conference of IAD",
Austrian Committee Danube Research/IAD,
Wien,
2006,
ISBN: 978-3-9500723-2-7,
86
- 90.
-
A. Sarbu, G.A. Janauer, N. Exler, P. Filzmoser:
"The aquatic vegetation of large Danube river branches in Romania";
in: "Proceedings 36th International Conference of IAD",
Austrian Committee Danube Research/IAD,
Wien,
2006,
ISBN: 978-3-9500723-2-7,
101
- 106.
-
S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"The Partial Robust M-approach";
in: "From Data and Information Analysis to Knowledge Engineering",
M. Spiliopoulou, R. Kruse, C. Borgelt, A. Nürnberger, W. Gaul (ed.);
Springer,
Berlin Heidelberg New York,
2006,
ISBN: 3-540-31313-3,
230
- 237.
-
M. Templ:
"Experimental R-packages for Data Disclosure";
in: "Proceedings of the European Conference on Quality in Survey Statistics",
European Conference on Quality in Survey Statistics,
Cardiff, UK,
2006.
-
P. Filzmoser:
"A multivariate outlier detection method";
in: "Proceedings of the Seventh International Conference on Computer Data Analysis and Modeling",
S. Aivazian, P. Filzmoser, Y. Kharin (ed.);
Belarusian State University,
2004,
18
- 22.
-
N. Neykov, P. Filzmoser, R. Dimova, P. Neytchev:
"Mixture of GLMs and the trimmed likelihood methodology";
in: "Compstat 2004, Proceedings in Computational Statistics",
J. Antoch (ed.);
Physica-Verlag,
Heidelberg,
2004,
ISBN: 3-7908-1554-3,
1585
- 1592.
-
M.R. Oliveira, J. Branco, C. Croux, P. Filzmoser:
"Robust redundancy analysis by alternating regression";
in: "Theory and Applications of Recent Robust Methods, Series: Statistics for Industry and Technology",
M. Hubert, G. Pison, A. Struyf, S. Van Aelst (ed.);
Birkhäuser,
Basel,
2004,
235
- 246.
-
B. Spangl, R. Dutter:
"Robust estimation of the spectral density function with applications to analysis of heart rate variability";
in: "Proceedings in Computational Statistics",
J. Antoch (ed.);
Physica-Verlag,
Heidelberg,
2004,
1 pages.
-
P. Filzmoser, G.A. Janauer, N. Exler:
"A statistical method for finding indicators of water quality";
in: "How to assess and monitor ecological quality in freshwaters",
M. Ruoppa, P. Heinonen, A. Pilke, S. Rekolainen, H. Toivonen, H. Vuoristo (ed.);
Nordic Council of Ministers,
Copenhagen,
2003, (invited),
19
- 23.
Talks and Poster Presentations (with Proceedings-Entry)
-
C. Rieser, P. Filzmoser:
"Compositional Data and graph theory";
Talk: IES 2022,
Capua;
01-27-2022
- 01-28-2022; in: "IES2022 Proceedings",
(2022).
-
U. Radojicic, N. Lietzen, K. Nordhausen, J. Virta:
"Dimension estimation in two-dimensional PCA";
Talk: 12th Int´l Symposium on Image and Signal Processing and Analysis,
Zagreb, Croatia;
09-13-2021
- 09-15-2021; in: "Proceedings of the 12th International Symposium on Image and Signal Processing and Analysis",
(2021),
ISBN: 978-1-6654-2639-8;
16
- 22.
-
B. Ronai, G. Vorlaufer, N. Dörr, K. Varmuza, G. Allmaier:
"Evaluation of chemical and tribometrical data of engine oils by multivarate statistics";
Talk: 4th Young Tribological Researcher Symposium,
Aachen (invited);
06-07-2021
- 06-08-2021; in: "4th Young Tribological Researcher Symposium Abstracts",
(2021),
1 pages.
-
G. Jäggle, M. Merdan, G. Koppensteiner, W. Lepuschitz, A. Posekany, M. Vincze:
"A Study on Pupils´ Motivation to Pursue a STEM Career";
Talk: 22nd International Conference on Interactive Collaborative Learning (ICL2019),
Thailand;
09-25-2019
- 09-28-2019; in: "The Impact of the 4th Industrial Revolution on Engineering Education",
(2019),
11 pages.
-
D. Miksova, C. Rieser, P. Filzmoser:
"Identification of mineralization in geochemistry based on the spatial curvature of log-ratios";
Talk: CDAM 2019,
Minsk, Belarus;
09-18-2019
- 09-22-2019; in: "Identification of mineralization in geochemistry based on the spatial curvature of log-ratios",
(2019),
ISBN: 978-985-566-811-5;
246
- 248.
-
L. Crocetti, W. Dorigo, B. Martens, P. Filzmoser:
"Identifying oceanic-atmospheric controls on hydrology using a machine learning approach";
Talk: European Geosciences Union, General Assembly 2019 (EGU 2019),
Vienna;
04-07-2019
- 04-12-2019; in: "EGU General Assembly 2019",
Geophysical Research Abstracts,
21
(2019),
ISSN: 1607-7962;
EGU2019-13.
-
E. Rados, E. Pittenauer, J. Frank, K. Varmuza, G. Allmaier:
"A multi-vendor applicable target system for (MA)LDI instruments with distinct performance characteristics for the analysis of small organic molecules related to carbonaceous chondrites.";
Poster: IMSC 2018,
Florenz;
08-26-2018
- 08-31-2018; in: "XXII IMSC Abstract Book",
(2018),
ISBN: 9788890738852;
691
- 692.
-
K. Nordhausen, J. Virta:
"Ladle Estimator for Time Series Signal Dimension";
Poster: IEEE Statistical Signal Processing Workshop,
Freiburg;
06-10-2018
- 06-13-2018; in: "2018 IEEE Workshop on Statistical Signal Processing (SSP)",
IEEE,
(2018),
428
- 432.
-
E. Rados, E. Pittenauer, J. Frank, K. Varmuza, G. Allmaier:
"Analysis of small organic molecules related to the carbonaceous chondrites (chondritic meteorites) using an in-house modified gold target system for (MA)LDI instruments with distinct performance characteristics";
Talk: JunganalytikerInnen Forum 2018,
Wien, Österreich;
05-04-2018
- 05-05-2018; in: "JunganalytikerInnen Forum 2018 Book of Abstracts",
(2018),
30.
-
E. Rados, E. Pittenauer, J. Frank, K. Varmuza, G. Allmaier:
"A multi-vendor applicable LDI/MALDI target system for instruments with different performance characteristics";
Talk: 29th Mass Spec Forum Vienna,
Vienna, Austria;
02-20-2018
- 02-21-2018; in: "29th Mass Spec Forum Vienna Book of abstracts",
(2018),
15.
-
J. Virta, K. Nordhausen:
"Blind Source Separation For Nonstationary Tensor-Valued Time Series";
Poster: IEEE International Workshop on Machine Learning for Signal Processing (MLSP2017),
Tokyo;
09-25-2017
- 09-28-2017; in: "Proceedings Of MLSP2017",
(2017),
6 pages.
-
S. Brodinova, P. Filzmoser, T. Ortner, M. Zaharieva, C. Breiteneder:
"Robust and sparse clustering for high-dimensional data";
Talk: Conference of the CLAssification and Data Analysis Group (CLADAG) of the Italian Statistical Society (SIS),
Milan, Italy;
09-13-2017
- 09-15-2017; in: "CLADAG 2017 Book of Short Papers",
(2017),
ISBN: 978-88-99459-71-0.
-
A. Kreuzmann, S. Pannier, N. Rojas, T. Schmid, M. Templ, N. Tzavidis:
"Small Area Estimation in R with Application to Mexican Income Data";
Talk: NTTS 2017,
Brussels (invited);
03-15-2017; in: "NTTS 2017 Proceedings",
(2017),
1
- 5.
-
B. Meindl, A. Kowarik, M. Templ:
"sdcApp - a shiny new GUI for sdcMicro";
Talk: NTTS 2017,
Brussels (invited);
03-15-2017; in: "NTTS 2017 Proceedings",
(2017),
1
- 3.
-
M. Calatrava Moreno, P. Kynčlová, H. Werthner:
"A Multiple-Perspective Analysis of Doctoral Interdisciplinarity";
Talk: 15th International Conference on Information Technology Based Higher Education and Training,
Istanbul, Turkey;
09-08-2016
- 09-10-2016; in: "Proceedings of the 15th International Conference on Information Technology Based Higher Education and Training",
IEEE,
(2016),
11 pages.
-
S. Brodinova, T. Ortner, P. Filzmoser, M. Zaharieva, C. Breiteneder:
"Evaluation of robust PCA for supervised audio outlier detection";
Talk: 22nd International Conference on Computational Statistics (COMPSTAT),
Oviedo, Spain;
08-23-2016
- 08-26-2016; in: "Proceeding of 22nd International Conference on Computational Statistics (COMPSTAT)",
(2016),
ISBN: 978-90-73592-36-0;
12 pages.
-
G. Korinek, E. Pittenauer, K. Varmuza, G. Allmaier:
"LDI-RTOF-MS of organic matter in the study of meteorites";
Poster: 27th Mass Spec Forum Vienna,
Wien;
02-23-2016
- 02-24-2016; in: "Book of Abstracts",
(2016),
57.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Gschwandtner, T. Lammarsch, S. Miksch, A. Rind:
"Visually and Statistically Guided Imputation of Missing Values in Univariate Seasonal Time Series";
Poster: IEEE Vis 2015,
Chicago, IL, USA;
10-25-2015
- 10-30-2015; in: "Poster Proceedings of the IEEE Visualization Conference 2015",
J. Yang, E. Bertini, N. Elmqvist, T. Dwyer, X. Yuan, H. Carr (ed.);
(2015),
2 pages.
-
S. Brodinova, T. Ortner, P. Filzmoser, M. Zaharieva, C. Breiteneder:
"Simulation of Robust PCA for Supervised Audio Outlier Detection";
Talk: International Workshop on Simulation,
Vienna;
09-21-2015
- 09-25-2015; in: "Eighth International Workshop on Simulation: Book of Abstracts",
(2015),
ISBN: 978-3-900932-28-2.
-
R. Schulz, M. Hilchenbach, J. Kissel, Y. Langevin, J. Silén, C. Briois, C. Engrand, K. Hornung, D. Baklouti, A. Bardyn, H. Cottin, H. Fischer, N. Fray, K. Varmuza et al.:
"On the Dust of Comet 67P/Churyumov-Gerasimenko measured by COSIMA (Paper FM9p.29)";
Poster: IAU XXIX General Assembly,
Honolulu, Hawaii, USA;
08-03-2015
- 08-15-2015; in: "IAU XXIX General Assembly, Honolulu, HI, August, 2015 - Meeting Abstracts",
astronomy2015.org,
(2015),
2 pages.
-
L. Grad-Gyenge, P. Filzmoser, H. Werthner:
"Recommendations on a Knowledge Graph";
Talk: MLRec 2015 : 1st International Workshop on Machine Learning Methods for Recommender Systems,
Vancouver, Kanada;
04-30-2015
- 05-02-2015; in: "MLRec 2015 : 1st International Workshop on Machine Learning Methods for Recommender Systems",
(2015),
13
- 20.
-
P. Filzmoser:
"Robust statistics and R";
Talk: ICORS 2015 International Conference on Robust Statistics,
Indian Statistical Institute, Kolkata, India (invited);
01-12-2015
- 01-16-2015; in: "International Conference on Robust Statistics - Book of Abstracts",
(2015),
##.
-
I. Hoffmann, P. Filzmoser, S. Serneels:
"Robust and sparse PLS for binary classification";
Talk: ICORS 2015 International Conference on Robust Statistics,
Indian Statistical Institute, Kolkata, India (invited);
01-12-2015
- 01-16-2015; in: "International Conference on Robust Statistics - Book of Abstracts",
(2015),
22
- 23.
-
C. Engrand, D. Baklouti, C. Briois, H. Cottin, H. Fischer, N. Fray, K. Varmuza et al.:
"On the inorganic composaition of cometary dust from comet 67P/Churyumov-Gerasimenko, as seen by COSIMA onboard Rosetta";
Poster: AGU Fall Meeting,
San Francisco, USA;
12-15-2014
- 12-19-2014; in: "AGU Fall Meeting, San Francisco, 15-19 December 2014 - Making a Global Impact",
(2014),
##.
-
M. Hilchenbach, J. Kissel, C. Briois, H. von Hoerner, Y. Langevin, C. Engrand, H. Cottin, K. Varmuza, H. Fischer, D. Baklouti, N. Fray et al.:
"Cosima - Cometary Dust Analysis Next to Comet 67P/Churyumov-Gerasimenko";
Talk: AGU Fall Meeting,
San Francisco, USA;
12-15-2014
- 12-19-2014; in: "AGU Fall Meeting, San Francisco, 15-19 December 2014 - Making a Global Impact",
(2014),
Paper ID M132B-04,
2 pages.
-
P. Brito, P. Filzmoser, K. Hron:
"Statistical analysis of interval compositional data";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
K. Hron, A. Menafoglio, M. Templ, K. Hruzova, P. Filzmoser:
"Simplicial principal component analysis for density functions in Bayes spaces";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5.
-
K. Hron, M. Templ, V. Todorov:
"Robust exploratory data analysis of compositional tables (in Session: Robust and nonparametric methods)";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
A. Kalivodova, K. Hron, P. Filzmoser:
"PLS-DA for metabolomical (compositional) data using the logratio approach";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
P. Kynčlová, P. Filzmoser, K. Hron:
"Application of T-spaces in modeling compositional time series";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
M.C. Mert, P. Filzmoser, K. Hron:
"Error propagation of compositional data transformations";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
K. Nordhausen, H. Oja, P. Filzmoser, C. Reimann:
"Blind source separation for spatial compositional data";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
M. Templ:
"Contributions to robustness and outlier identification (Chair - Session ES140)";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
M. Templ, B. Meindl:
"Methods and tools for the simulation of synthetic populations (in Session: Statistical modelling with R)";
Talk: ERCIM 2014 - 7th International Conference of the ERCIM WG on Computational and Methodological Statistics,
University of Pisa, Italy;
12-06-2014
- 12-08-2014; in: "CFE-ERCIM 2014 - Book of Abstracts",
(2014),
ISBN: 978-84-937822-4-5;
##.
-
M. Templ:
"A Methodological and Computational Framework for Statistical Disclosure Control";
Talk: Conference of European Statistical Stakeholders,
Rome (invited);
11-24-2014
- 11-25-2014; in: "Conference of European Statistics Shakeholders. Methodologists, Producers and Users of European Statistics",
Sapienza University of Rome,
(2014),
36.
-
M. Hilchenbach, J. Kissel, C. Briois, H. von Hoerner, Y. Langevin, R. Schulz, K. Varmuza et al.:
"COSIMA - Cometary Dust Analysis in the inner coma of Comet 67P/Churyumov-Gerasimenko";
Poster: DPS 2014 - 46th Annual Meeting of the Division for Planetary Sciences of the American Astronomical Society,
Tucson, Arizona;
11-11-2014
- 11-14-2014; in: "Division for Planetary Sciences with the Historical Astronomy Division (HAD) - Abstract Book Correlating to the online Bulletin of the American A stronomical Society V olume 46, Number 5",
(2014),
##.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Gschwandtner, T. Lammarsch, S. Miksch, A. Rind:
"Visual Analytics Methods to Guide Diagnostics for Time Series Model Predictions";
Talk: IEEE VIS 2014 Workshop on Visualization for Predictive Analytics,
Paris, France;
11-09-2014; in: "Proceedings of the 2014 IEEE VIS Workshop on Visualization for Predictive Analytics",
(2014),
4 pages.
-
A. Bardyn, C. Briois, H. Cottin, C. Engrand, L. Le Roy, S. Siljeström, L. Thirkell, K. Varmuza, M. Hilchenbach:
"The organic content of comets: how to get prepared for the COSIMA TOF-SIMS measurements onboard the ROSETTA spacecraft";
Talk: EPSC 2014 - European Planetary Science Congress 2014,
Cascais / Portugal;
09-07-2014
- 09-12-2014; in: "EPSC Abstracts, EPSC2014-PREVIEW, 2014",
(2014),
##.
-
P. Filzmoser, P. Brito, A. Pedro Duarte Silva:
"Outlier detection in interval data";
Talk: COMPSTAT 2014 - 21st International Conference on Computational Statistics hosting the 5th IASC World Conference,
Genf;
08-19-2014
- 08-22-2014; in: "Proceedings of COMPSTAT 2014",
M. Gilli, G. Gonzalez-Rodriguez, A. Nieto-Reyes (ed.);
(2014),
ISBN: 978-2-8399-1347-8;
11.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Robust variable selection in joint modeling of location, scale and shape for high dimensional data through trimming (CS6)";
Talk: ICORS2014 - 14th International Conference on Robust Statistics 2014,
Martin-Luther-Universität Halle-Wittenberg, D;
08-10-2014
- 08-15-2014; in: "ICORS14 - Conference Guide & Book of Abstracts",
(2014),
39.
-
S. Serneels, P. Filzmoser, I. Hoffmann, C. Croux:
"Sparse partial robust M regression";
Talk: ICORS2014 - 14th International Conference on Robust Statistics 2014,
Martin-Luther-Universität Halle-Wittenberg, D;
08-10-2014
- 08-15-2014; in: "ICORS14 - Conference Guide & Book of Abstracts",
(2014),
24.
-
K. Varmuza:
"Chemometrics - a useful tool but not a magic flute";
Keynote Lecture: CHEMCH 2014 - Third International Congress Chemistry for Cultural Heritage,
Vienna;
07-01-2014
- 07-05-2014; in: "chemch 2014 - Book of Abstracts",
(2014),
##.
-
O. Stenzel, K. Varmuza, C. Engrand, L. Ferrière, F. Brandstätter, C. Koeberl, P. Filzmoser, M. Hilchenbach:
"Characterisation of meteoritic samples with the Rosetta Cosima TOF-SIMS laboratory reference model - a covariance approach";
Poster: ACM 2014 - Asteroids, Comets, Meteors,
Helsinki / Finland;
06-30-2014
- 07-04-2014; in: "Asteroids, Comets, Meteors, Book of Abstracts, Helsinki, Finland, 2014 Editors: K. Muinonen, A. Penttilä, M. Granvik, A. Virkki, G. Fedorets, O. Wilkman, T. Kohout",
(2014),
ISBN: 978-952-10-8962-6;
##.
-
K. Varmuza:
"Extraterrestrial material - chemistry/mathematics/... - science beyond frontiers";
Keynote Lecture: 10th IAMC Meeting 2014 - International Academy of Mathematical Chemistry,
Split / Croatia / University Split;
06-08-2014
- 06-10-2014; in: "2014 meeting - Program and Book of Abstracts - Editor: Damir Vukičević",
(2014),
##.
-
P. Filzmoser:
"R Tools for Robust Statistical Analysis of High-Dimensional Data";
Talk: CDAM 2013 10th International Conference Computer Data Analysis & Modeling 2013 Theoretical & Applied Stochastics,
Minsk, Weißrussland, Belarus;
09-13-2013; in: "Proceedings of the 10th International Conderence Computer Data Analysis & Modelling 2013",
(2013),
##.
-
P. Filzmoser:
"Opening Lecture: A Projection-Pursuit Method for Sparse Robust PCA";
Keynote Lecture: CDAM 2013 10th International Conference Computer Data Analysis & Modeling 2013 Theoretical & Applied Stochastics,
Minsk, Weißrussland, Belarus (invited);
09-11-2013
- 09-14-2013; in: "Proceedings of the 10th International Conderence Computer Data Analysis & Modelling 2013",
(2013),
##.
-
M.C. Mert, P. Filzmoser, K. Hron:
"Sparse Principal Balances for High-Dimensional Compositional Data";
Talk: CDAM 2013 10th International Conference Computer Data Analysis & Modeling 2013 Theoretical & Applied Stochastics,
Minsk, Weißrussland, Belarus;
09-11-2013; in: "Proceedings of the 10th International Conderence Computer Data Analysis & Modelling 2013",
Publishing Center of BSU Minsk 2013,
(2013),
##.
-
P. Filzmoser:
"Analysis of chemical data from a compositional point of view";
Keynote Lecture: CCM VIII Colloquium Chemometricum Mediterraneum,
Bevagna, Italy (invited);
07-02-2013
- 07-04-2013; in: "VIII Colloquium Chemometricum Mediterraneum",
(2013),
8.
-
M. Templ:
"Supporting tools";
Talk: CoDaWork 2013,
Vorau;
06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
##.
-
G. van den Boogaart, R. Tolosana-Delgado, K. Hron, M. Templ, P. Filzmoser:
"Compositional regression with unobserved components or below detection limit values";
Talk: CoDaWork 2013,
Vorau;
06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
59.
-
S. Donevska, E. Fiserová, P. Filzmoser, K. Hron:
"Covariance-based variable selection for compositional data";
Talk: CoDaWork 2013,
Vorau;
06-06-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
23.
-
C. Reimann, P. Filzmoser, K. Hron:
"Challenges for CoDa in geochemical practice";
Keynote Lecture: CoDaWork 2013,
Vorau;
06-06-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
52.
-
F. Schroeder, A Braumann, P. Filzmoser, K. Hron:
"Robust variable selection in linear regression with compositional explanatory variables";
Talk: CoDaWork 2013,
Vorau;
06-06-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
55.
-
M. Templ, K. Hron, P. Filzmoser, G. Monti:
"Methods to Detect Outliers in Compositional Data with Structural Zeros";
Talk: CoDaWork 2013,
Vorau;
06-05-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
56.
-
J. Zehetgruber, P. Filzmoser, K. Hron, M. Templ et al.:
"Robust multivariate regression with compositional data";
Poster: CoDaWork 2013,
Vorau;
06-05-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
65.
-
M. Brandl, P. Filzmoser, C. Hauzenberger et al.:
"Northern Alpine versus Carpatian radiolarites - a case study from the Upper Palaeolithic Krems-Wachtberg site (Lower Austria)";
Poster: CoDaWork 2013,
Vorau;
06-04-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
16.
-
P. Filzmoser:
"Compositional data and R";
Talk: CoDaWork 2013,
Vorau;
06-04-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
##.
-
P. Kynčlová, P. Filzmoser, K. Hron:
"Compositional time series: The VAR model";
Poster: CoDaWork 2013,
Vorau;
06-04-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
39.
-
M.C. Mert, P. Filzmoser, K. Hron:
"Sparse principal balances";
Talk: CoDaWork 2013,
Vorau/ Österreich;
06-04-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
44
- 45.
-
M. Templ, K. Hron, P. Filzmoser et al.:
"The R packages robCompositions and compositionsGUI";
Talk: CoDaWork 2013,
Vorau (invited);
06-04-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
##.
-
M. Templ, G. van den Boogaart, J. Eichler, P. Filzmoser, K. Hron, R. Tolosana-Delgado:
"Software compositionsGUI";
Talk: CoDaWork 2013,
Vorau (invited);
06-04-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
##.
-
V. Todorov, K. Facevicova, K. Hron, D. Guo, M. Templ:
"Statistical analysis of compositional 2x2 tables with an economic application";
Talk: CoDaWork 2013,
Vorau;
06-04-2013
- 06-07-2013; in: "Proceedings of the 5th International Workshop on Compositional Data Analysis CoDaWork 2013 June 3-7, 2013, Vorau, Austria",
K. Hron, P. Filzmoser, M. Templ (ed.);
(2013),
ISBN: 978-3-200-03103-6;
58.
-
J. Kehrer, R. Boubela, P. Filzmoser, H Piringer:
"A Generic Model for the Integration of Interactive Visualization and Statistical Computing Using R";
Talk: IEEE Conference on Visual Analytics Science and Technology, VAST 2012,
Seattle, WA, USA;
10-14-2012
- 10-19-2012; in: "2012 IEEE Conference on Visual Analytics Science and Technology (VAST)",
(2012),
ISBN: 978-1-4673-4752-5;
233
- 234.
-
A. Kowarik, A. Meraner, D. Schopfhauser, M. Templ:
"Interactive Adjustment and Outlier Detection of Time dependent data in R";
Talk: UNECE worksession on statistical data editing,
Norway, Oslo;
09-24-2012
- 09-26-2012; in: "Conference of European Statisticians, Norway/Oslo, September 2012",
UNECE (ed.);
(2012),
1
- 11.
-
M. Templ, V. Todorov:
"Screening Methods and Tools for the UNIDO Industrial Statistics (INDSTAT)";
Talk: UNECE worksession on statistical data editing,
Norway, Oslo (invited);
09-24-2012
- 09-26-2012; in: "Conference of European Statisticians, Norway/Oslo, September 2012",
UNECE (ed.);
(2012),
1
- 19.
-
M. Templ, B. Hulliger, A. Kowarik:
"Visualization of regional indicators with the checkerplot";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012; in: "Book of Abstracts",
P. Filzmoser (ed.);
(2012),
141.
-
P. Filzmoser, C. Croux, H. Fritz:
"Robust sparse PCA in R";
Talk: International Conference on Computational Statistics,
Limassol / Cyprus (invited);
08-28-2012
- 08-31-2012; in: "Proceedings COMPSTAT2012",
(2012),
ISBN: 978-90-73592-32-2.
-
J.A. Martin-Fernandez, K. Hron, M. Templ, P. Filzmoser, J. Palarea-Albaladejo:
"Evaluating the performance of a Bayesian-multiplicative treatment of zeros in compositional data sets";
Talk: International Conference on Computational Statistics,
Limassol / Cyprus (invited);
08-28-2012
- 08-31-2012; in: "Proceedings of COMPSTAT2012",
(2012),
ISBN: 978-90-73592-32-2;
##.
-
B. Liebmann, R. Todeschini, V. Consonni, P. Filzmoser, K. Varmuza:
"Variable Selection by the LASSO method";
Poster: CAC-2012 - XIII Chemometrics in Analytical Chemistry,
Budapest, Ungarn;
06-25-2012
- 06-29-2012; in: "XIII Chemometrics in Analytical Chemistry",
(2012),
ISBN: 978-963-9970-24-3;
161.
-
K. Varmuza, B. Liebmann, P. Filzmoser:
"Repeated double cross validation for optimization and evaluation of empirical classifiers";
Poster: CAC-2012 - XIII Chemometrics in Analytical Chemistry,
Budapest, Ungarn;
06-25-2012
- 06-29-2012; in: "XIII Chemometrics in Analytical Chemistry",
(2012),
ISBN: 978-963-9970-24-3;
160.
-
M. Templ, V. Todorov:
"Official Statistics and Survey Methodology Meets R: An Overview of Corresponding Packages";
Talk: International Conference on Establishment Surveys,
Montreal;
06-13-2012; in: "Proceedings of the International Conference on Establishment Surveys",
(2012).
-
C. Pascoal, M.R. de Oliviera, R. Valades, P. Filzmoser, P. Salvador, A. Pacheco:
"Robust feature selection and robust PCA for internet traffic anomaly detection";
Talk: 31th International Conference on Computer Communications IEEE,
Orlando / Florida;
03-25-2012
- 03-30-2012; in: "Proceedings of the IEEE INFOCOM 2012",
(2012),
ISBN: 978-1-4673-0773-4;
1755
- 1763.
-
M. Templ:
"Comparison of perturbation methods based on pre-defined quality indicators";
Talk: Conference of European Statisticians in Tarragona, Joint UNECE/Eurostat work session on statistical data confidentiality,
Spanien (invited);
10-26-2011
- 10-28-2011; in: "Online Proceedings of the Conference of European Statisticians",
(2011),
9 pages.
-
K. Varmuza, P. Filzmoser, B. Liebmann:
"Repeated double cross validation for classification models";
Talk: Conferentia Chemometrica 2011,
Sümeg, Ungarn;
09-18-2011
- 09-21-2011; in: "Conferentia Chemometrica 2011",
(2011),
ISBN: 978-963-9970-15-1.
-
R. Dutter:
"Analyse und Bewertung des Verfahrens für die Ermittlung repräsentativer Stichproben mit neuen Daten zur Erfüllung des §13 der EStatVO";
Talk: Fachtagung Power Quality,
Graz;
09-14-2011; in: "Oesterreichs Energie",
(2011).
-
P. Filzmoser, K. Hron, M. Templ:
"Robust compositional data analysis";
Keynote Lecture: CODAWORK'11,
Girona;
05-09-2011; in: "Proceedings of the 4th International Workshop on Compositional Data Analysis",
(2011),
ISBN: 978-84-87867-76-7;
4.
-
K. Hron, M. Templ, P. Filzmoser:
"Classical and robust imputation of missing values for compositional data using balances";
Talk: CODAWORK'11,
Girona;
05-09-2011
- 05-13-2011; in: "Proceedings of the 4th International Workshop on Compositional Data Analysis",
(2011),
1 pages.
-
M. Templ, P. Filzmoser, K. Hron:
"Analysis of Compositional Data using Robust Methods. The R-Package robCompositions";
Talk: CODAWORK'11,
Girona;
05-09-2011
- 05-13-2011; in: "Proceedings of the Conference of European Statisticians, Work Session on Statistical Data Editing",
(2011).
-
M. Templ, A. Kowarik, P. Filzmoser:
"Imputation of complex data with R-package VIM: traditional and new methods based on robust estimation";
Talk: Conference of European Statisticians,
Ljubljana;
05-09-2011
- 05-11-2011; in: "Proceedings of the Conference of European Statisticians, Work Session on Statistical Data Editing",
(2011),
10 pages.
-
V. Todorov, M. Templ, P. Filzmoser:
"Software for multivariate outlier detection in survey data";
Talk: Conference of European Statisticians,
Ljubljana;
05-09-2011
- 05-11-2011; in: "Proceedings of the Conference of European Statisticians, Work Session on Statistical Data Editing",
(2011),
16 pages.
-
A. Alfons, M. Templ, P. Filzmoser:
"Robust estimation of social inclusion indicators based on Pareto tail modeling";
Talk: Conference on New Techniques and Technologies for Statistics,
Brüssel;
02-23-2011; in: "Proceedings of the NTTS 2011 conference",
(2011),
3 pages.
-
M. Templ, A. Alfons, A. Kowarik, B. Meindl, P. Filzmoser, B. Hulliger, D. Lussmann:
"Visualisation of indicators within the AMELI project";
Talk: Conference on New Techniques and Technologies for Statistics,
Brüssel;
02-23-2011; in: "Proceedings of the NTTS 2011 conference",
(2011),
2 pages.
-
P. Filzmoser, K. Hron, M. Templ:
"Discriminant Analysis for Compositional Data and Robust Parameter Estimation";
Talk: Olomoucian Days of Applied Mathematics,
Olomouc;
01-26-2011
- 01-28-2011; in: "Book of Abstracts of the Olomoucian Days of Applied Mathematics",
(2011),
17.
-
K. Hron, E. Fiserová, P. Filzmoser, M. Templ:
"On the Interpretation of Orthonormal Coordinates for Compositional Data with Applications";
Talk: Olomoucian Days of Applied Mathematics,
Olomouc;
01-26-2011
- 01-28-2011; in: "Book of Abstracts of the Olomoucian Days of Applied Mathematics",
(2011),
27.
-
M. Templ, A. Alfons, P. Filzmoser, J. Holzer:
"Estimation of Social Inclusion Indicators with Bounded Influence of Incomes by Tail Modeling";
Talk: Olomoucian Days of Applied Mathematics,
Olomouc;
01-26-2011
- 01-28-2011; in: "Book of Abstracts of the Olomoucian Days of Applied Mathematics",
(2011),
61.
-
A. Alfons, P. Filzmoser:
"Robust model selection in the social sciences";
Talk: 4th CSDA International Conference on Computational and Financial Econometrics,
London;
12-10-2010; in: "Programme and Abstracts: 4th CSDA International Conference on Computational and Financial Econometrics",
(2010),
63.
-
K. Varmuza, P. Filzmoser, M. Hilchenbach, J. Kissel, H. Krüger, J. Silèn:
"Random projection for dimensionality reduction - applied to TOF-SIMS data relevant for future experiments near a comet";
Poster: 12th International Conference on Chemometrics in Analytical Chemistry - CAC 2010,
Antwerpen, Belgien;
10-18-2010
- 10-21-2010; in: "CAC 2010 Book of Abstracts",
(2010),
277.
-
P. Filzmoser:
"Soft methods in robust statistics";
Talk: 5th International Conference on Soft Methods in Probability and Statistics,
Oviedo (invited);
09-30-2010; in: "Combining Soft Computing and Statistical Methods in Data Analysis",
C. Borgelt, G. Gonzalez-Rodriguez, W. Trutschnig, M.A. Lubiano, M. Gil, P. Grzegorzewski, O. Hryniewicz (ed.);
(2010),
273
- 280.
-
K. Hron, P. Filzmoser:
"Elements of robust regression for data with absolute and relative information";
Talk: 5th International Conference on Soft Methods in Probability and Statistics,
Oviedo (invited);
09-30-2010; in: "Combining Soft Computing and Statistical Methods in Data Analysis",
C. Borgelt, G. Gonzalez-Rodriguez, W. Trutschnig, M.A. Lubiano, M. Gil, P. Grzegorzewski, O. Hryniewicz (ed.);
(2010),
329
- 335.
-
A. Alfons, M. Templ, P. Filzmoser, J. Holzer, G. Gonzalez-Rodriguez:
"A comparison of robust methods for Pareto tail modeling in the case of Laeken indicators";
Talk: 5th International Conference on Soft Methods in Probability and Statistics,
Oviedo (invited);
09-29-2010; in: "Combining Soft Computing and Statistical Methods in Data Analysis",
C. Borgelt, G. Gonzalez-Rodriguez, W. Trutschnig, M.A. Lubiano, M. Gil, P. Grzegorzewski, O. Hryniewicz (ed.);
(2010),
17
- 24.
-
K. Varmuza, P. Filzmoser, M. Dehmer:
"Statistical evaluation of molecular descriptors used in quantitative-structure-activity relationships";
Poster: Afrodata - First African European Conference on Chemometrics,
Rabat, Marokko;
09-20-2010
- 09-24-2010; in: "Programme and Abstracts",
(2010),
55.
-
A. Alfons, M. Templ, P. Filzmoser:
"Contamination models in the R package simFrame for statistical simulation";
Talk: Ninth International Conference on Computer Data Analysis and Modeling,
Minsk;
09-07-2010
- 09-11-2010; in: "Proceedings of the Ninth International Conference on Computer Data Analysis and Modeling",
S. Aivazian, P. Filzmoser, Y. Kharin (ed.);
2
(2010),
178
- 181.
-
R. Dutter:
"Graphical and Numerical Analysis of Spatial Data with a GUI and R";
Talk: Ninth International Conference on Computer Data Analysis and Modeling,
Minsk (invited);
09-07-2010
- 09-11-2010; in: "Proceedings of the Ninth International Conference",
(2010),
37
- 44.
-
P. Filzmoser, K. Horn:
"Multivariate outlier detection with compositional data";
Talk: Ninth International Conference on Computer Data Analysis and Modeling,
Minsk (invited);
09-07-2010
- 09-11-2010; in: "Proceedings of the Ninth International Conference on Computer Data Analysis and Modeling",
S. Aivazian, P. Filzmoser, Y. Kharin (ed.);
(2010),
45
- 52.
-
K. Hron, M. Templ, P. Filzmoser:
"Exploratory compositional data analysis using the R-package robCompositions";
Talk: Ninth International Conference on Computer Data Analysis and Modeling,
Minsk (invited);
09-07-2010
- 09-11-2010; in: "Proceedings of the Ninth International Conference Data Analysis and Modeling",
S. Aivazian, P. Filzmoser, Y. Kharin (ed.);
1
(2010),
179
- 186.
-
P. Filzmoser, K. Horn:
"Robust methods for compositional data";
Talk: COMPSTAT 2010,
Paris (invited);
08-22-2010
- 08-27-2010; in: "Proceedings in Computational Statistics",
G. Saporta, Y. Lechevallier (ed.);
(2010),
79
- 88.
-
A. Alfons, M. Templ, P. Filzmoser:
"The R package simFrame: An object-oriented approach towards simulation studies in statistics";
Talk: useR! 2010,
Gaithersburg (invited);
07-21-2010; in: "Abstracts of Contributed Presentations",
(2010),
13.
-
M. Templ, K. Hron, P. Filzmoser:
"robCompositions: An R-package for robust statistical analysis of compositional data";
Talk: useR! 2010,
Gaithersburg (invited);
07-21-2010; in: "Abstracts of Contributed Presentations",
(2010),
161.
-
R. Dutter:
"Geostatistik";
Keynote Lecture: COGeo - Fachtagung für Computerorientierte Geologie,
Salzburg (invited);
06-11-2010; in: "Beiträge zur COGeo 2010",
R. Marschallinger, W. Wanker, F. Zobl (ed.);
(2010).
-
A. Alfons, M. Templ, P. Filzmoser:
"Exploring Microdata with Missing Information";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien;
05-27-2010
- 05-28-2010; in: "Abstracts of the Workshop on Exploratory Data Analysis and Visualization",
(2010),
11.
-
P. Filzmoser, M. Templ:
"Data Analysis with Robust Statistical Methods";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien;
05-27-2010
- 05-28-2010; in: "Abstracts of the Workshop on Exploratory Data Analysis and Visualization",
(2010),
17.
-
B. Hulliger, D. Lussmann, M. Templ:
"Visualisation in the AMELI project";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien;
05-27-2010
- 05-28-2010; in: "Abstracts of the Workshop on Exploratory Data Analysis and Visualization",
(2010),
20.
-
A. Alfons, S. Kraft, M. Templ, P. Filzmoser:
"Simulation of population data for complex household surveys";
Talk: International Conference on Indicators and Survey Methodology,
Wien;
02-24-2010
- 02-26-2010; in: "Abstracts of the International Conference on Indicators and Survey Methodology",
(2010),
13.
-
R. Dutter:
"Illustrative and Graphical Analysis of Spatial Data with Background R";
Talk: International Conference on Indicators and Survey Methodology,
Wien (invited);
02-24-2010
- 02-26-2010; in: "Abstracts of the International Conference on Indicators and Survey Methodology",
(2010),
21.
-
K. Hron, P. Filzmoser, M. Templ:
"Classical and robust simple random sampling for compositional data";
Talk: International Conference on Indicators and Survey Methodology,
Wien;
02-24-2010
- 02-26-2010; in: "Abstracts of the International Conference on Indicators and Survey Methodology",
(2010),
33.
-
M. Templ, A. Kovarik, P. Filzmoser, A. Alfons:
"Iterative imputation of complex survey data using robust methods";
Talk: International Conference on Indicators and Survey Methodology,
Wien;
02-24-2010
- 02-26-2010; in: "Abstracts of the International Conference on Indicators and Survey Methodology",
(2010),
51.
-
M. Templ:
"An interactive graphical user interface for microdata protection which allows reproducibility";
Talk: Joint UNECE/Eurostat work session on statistical data confidentiality,
Bilbao (invited);
12-03-2009; in: "Abstracts of the conference of european statisticians",
(2009).
-
A. Alfons, M. Templ:
"Simulation in robust statistics using the R package simFrame";
Talk: Third International Conference on Computational and Financial Econometrics,
Limassol (invited);
10-29-2009
- 10-31-2009; in: "Abstracts of the Third International Conference on Computational and Financial Econometrics (CFE 09) and Second Workshop of the ERCIM Working Group on Computing & Statistics (ERCIM 09)",
(2009),
89.
-
P. Filzmoser, H. Fritz, K. Horn, M. Templ:
"The estimation of missing data in presence of outliers: computational aspects";
Talk: Third International Conference on Computational and Financial Econometrics,
Limassol (invited);
10-29-2009
- 10-31-2009; in: "Abstracts of the Third International Conference on Computational and Financial Econometrics (CFE 09) and Second Workshop of the ERCIM Working Group on Computing & Statistics (ERCIM 09)",
(2009),
29.
-
M. Templ, A. Kowarik, P. Filzmoser:
"Iterative robust model-based Imputation of complex data";
Talk: Third International Conference on Computational and Financial Econometrics,
Limassol (invited);
10-29-2009
- 10-31-2009; in: "Abstracts of the Third International Conference on Computational and Financial Econometrics (CFE 09) and Second Workshop of the ERCIM Working Group on Computing & Statistics (ERCIM) 09",
(2009),
29.
-
A. Alfons, M. Templ, P. Filzmoser:
"On the influence of imputation methods on Laeken indicators: simulations and recommendations";
Talk: Conference of European Statisticians,
Neuchatel (invited);
10-05-2009; in: "Proceedings of the Conference of European Statisticians",
Neuchatel
(2009),
9 pages.
-
M. Templ, P. Filzmoser, K. Hron:
"Imputation of item non-responses in compositional data using robust methods";
Talk: Conference of European Statisticians,
Neuchatel (invited);
10-05-2009; in: "Proceedings of the Conference of European Statisticians",
Neuchatel
(2009),
11 pages.
-
V. Todorov, M. Templ, P. Filzmoser:
"Outlier detection in survey data using robust methods";
Talk: Conference of European Statisticians,
Neuchatel (invited);
10-05-2009; in: "Proceedings of the Conference of European Statisticians",
(2009),
11 pages.
-
P. Filzmoser, H. Gieber, B. Liebmann, K. Varmuza:
"Classification Methods Applied to Chemical Data Using the R Library "chemometrics"";
Talk: Conferentia Chemometrica 2009,
Siofok,Ungarn;
09-27-2009
- 09-30-2009; in: "Conferentia Chemometrica 2009 Abstract Book",
(2009),
ISBN: 978-963-9319-98-1.
-
B. Liebmann, P. Filzmoser, A. Friedl, K. Varmuza:
"Classical and Robust PLS Regression compared by Repeated Double Cross Validation";
Talk: Conferentia Chemometrica 2009,
Siofok,Ungarn;
09-27-2009
- 09-30-2009; in: "Conferentia Chemometrica 2009 Abstract Book",
(2009),
ISBN: 978-963-9319-98-1.
-
K. Varmuza, P. Filzmoser, B. Liebmann:
"Random Projection and Projection Pursuit Based PCA Applied to Chemical Data";
Poster: Conferentia Chemometrica 2009,
Siofok,Ungarn;
09-27-2009
- 09-30-2009; in: "Conferentia Chemometrica 2009 Abstract Book",
(2009),
ISBN: 978-963-9319-98-1.
-
M. Templ, A. Alfons, P. Filzmoser:
"Exploring the multivariate structure of missing values using the R package VIM";
Talk: useR! 2009,
Rennes;
07-08-2009
- 07-10-2009; in: "Abstracts of the 5th R useR Conference",
Rennes
(2009),
194.
-
K. Hron, P. Filzmoser:
"A Robust Biplot for Compositional Data";
Talk: International Conference on Robust Statistics,
Parma;
06-18-2009; in: "Abstracts of the International Conference on Robust Statistics",
(2009),
70
- 71.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Statistical Estimators based on Trimming";
Talk: International Conference on Robust Statistics,
Parma;
06-18-2009; in: "Abstracts of the International Conference on Robust Statistics",
(2009),
112.
-
G. Vezzoli, K. Hron, P. Filzmoser:
"A Statistical Approach to the Reconstruction of Pleistocene Drainage of the Po River Basin";
Talk: International Conference on Robust Statistics,
Parma;
06-17-2009; in: "Abstracts of the International Conference on Robust Statistics",
(2009),
155
- 156.
-
P. Filzmoser, K. Hron:
"Robust Factor Analysis";
Keynote Lecture: International Conference on Robust Statistics,
Parma (invited);
06-16-2009; in: "Abstracts of the International Conference on Robust Statistics",
(2009),
51
- 52.
-
V. Todorov, M. Templ, P. Filzmoser:
"Robust Outlier Detection in Survey Data";
Talk: International Conference in Robust Statistics,
Parma (invited);
06-16-2009; in: "Abstracts of the International Conference in Robust Statistics",
(2009),
148
- 149.
-
M. Templ, P. Filzmoser, K. Hron:
"Robustness for Compositional Data Using the R Package robCompositions";
Talk: International Conference in Robust Statistics,
Parma (invited);
06-15-2009; in: "Abstracts of the International Conference in Robust Statistics",
(2009),
146
- 147.
-
P. Filzmoser, B. Liebmann, K. Varmuza:
"Repeated double cross validation";
Talk: 11th Scandinavian Symposium on Chemometrics SSC11,
Loen, Norwegen;
06-08-2009
- 06-11-2009; in: "11th Scandinavian Symposium on Chemometrics SSC11 - Book of Abstracts",
(2009),
39.
-
M. Templ, P. Filzmoser, K. Hron:
"Missing Values in Compositional Data: Imputation and Diagnostics";
Talk: 6th International Conference on Computational Management Science,
Genf (invited);
05-02-2009; in: "Abstracts of the 6th International Conference on Computational Management Science",
(2009),
16.
-
M. Templ, P. Filzmoser, K. Hron:
"Robust Imputation of Missing Values in Compositional Data Using the R-package robCompositions";
Talk: NTTS Conference,
Brüssel;
02-19-2009; in: "Proceedings of the NTTS Conference",
(2009).
-
K. Varmuza, P. Filzmoser:
"Comparison of some Linear Regression Methods - Available in R - for a QSPR Problem";
Poster: 22.CIC Workshop,
Goslar, Deutschland;
11-09-2008
- 11-11-2008; in: "22. CIC- Workshop",
(2008),
96.
-
A. Alfons, S. Kraft, M. Templ, P. Filzmoser:
"Analyse und Visualisierung von EU-SILC Daten in R";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-26-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
6.
-
R. Boubela, P. Filzmoser, H Piringer:
"Integration der Statistiksoftware R in die Visualisierungssoftware Bulk Analyzer zur interaktiven Datenanalyse";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-26-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
8.
-
R. Dutter:
"Eine graphische Benutzeroberfläche zur Analyse in der Umweltstatistik";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-26-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
9.
-
R. Wieser, P. Filzmoser, W. E. Baaske, W. Mader:
"Anwendung robuster Variablenselektionsverfahren zur Analyse hochdimensionaler Daten";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-26-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
32.
-
K. Hron, P. Filzmoser:
"Robuste Biplots für Kompositionsdaten";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-25-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
16.
-
B. Spangl, R. Dutter:
"Robuste Filter für Zustandsraummodelle";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-25-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
26.
-
V. Todorov, P. Filzmoser:
"Robuste multivariate Analyse in R";
Talk: Workshop TU Wien/TU Dresden,
Vorau (invited);
09-25-2008; in: "Abstracts of the Workshop TU Wien/TU Dresden",
(2008),
27.
-
M. Templ:
"Distance-Based Disclosure Risk for Record Linkage in Official Statistics";
Talk: International Conference on Robust Statistics 2008,
Antalya;
09-11-2008
- 09-12-2008; in: "Abstracts of the International Conference On Robust Statistics 2008",
(2008),
97.
-
V. Todorov, P. Filzmoser:
"An Object Oriented Framework for Robust Multivariate Analysis in R";
Talk: International Conference on Robust Statistics 2008,
Antalya;
09-11-2008; in: "Abstracts of the International Conference On Robust Statistics",
(2008),
100.
-
R. Dutter:
"Data Analysis Using R and Graphical Interfaces";
Talk: International Conference on Robust Statistics 2008,
Antalya (invited);
09-10-2008
- 09-12-2008; in: "Abstracts of the International Conference on Robust Statistics",
(2008),
34.
-
R. Wieser, P. Filzmoser, W. E. Baaske, W. Mader:
"An Application of Robust Variable Selection with many Variables";
Talk: International Conference on Robust Statistics 2008,
Antalya;
09-09-2008; in: "Abstracts of the International Conference On Robust Statistics",
(2008),
115.
-
P. Filzmoser, K. Hron:
"Robust Statistical Methods for Compositional Data";
Talk: International Conference on Robust Statistics 2008,
Antalya (invited);
09-08-2008; in: "Abstracts of the International Conference On Robust Statistics",
(2008),
37.
-
K. Hron, M. Templ, P. Filzmoser:
"A Robust Approach for Dealing with Missing Values in Compositional Data";
Talk: International Conference on Robust Statistics 2008,
Antalya;
09-08-2008
- 09-12-2008; in: "Abstracts of the International Conference on Robust Statistics 2008",
(2008),
48
- 49.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Recent developments in robust fitting of mixtures";
Talk: International Conference on Robust Statistics 2008,
Antalya;
09-08-2008; in: "Abstracts of the International Conference on Robust Statistics",
(2008),
74.
-
K. Varmuza, P. Filzmoser:
"Repeated Double Cross Validation for Estimation of Prediction Errors";
Poster: 4th International Symposium on Computer Applications and Chemometrics in Analytical Chemistry,
Balatonalmadi;
09-01-2008
- 09-04-2008; in: "SCAC - 2008",
(2008).
-
V. Todorov, M. Templ, P. Filzmoser:
"Outlier Detection in Survey Data";
Talk: Compstat 2008,
Porto;
08-26-2008; in: "Proceedings in Computational Statistics",
Physica-Verlag,
(2008).
-
R. Dutter:
"A Graphical User Interface for Environmental Statistics";
Talk: useR! 2008,
Dortmund;
08-13-2008; in: "Abstracts of useR!",
(2008),
48.
-
B. Spangl, P. Ruckdeschel, R. Dutter:
"Approximate Conditional-mean Type Filtering for State-space Models";
Talk: useR! 2008,
Dortmund;
08-12-2008; in: "Abstracts of useR!",
(2008),
172.
-
M. Templ:
"Visualisation of Missing Values before Imputation";
Talk: European Conference on Quality in Official Statistics,
Rom;
07-09-2008
- 07-11-2008; in: "Abstracts of the European Conference on Quality in Official Statistics",
(2008),
49
- 50.
-
K. Varmuza, P. Filzmoser:
"A Strategy for Estimating the Prediction Performance of Regression Models - Demonstrated on a QSPR Example";
Poster: MATH/CHEM/COMP 2008,
Verbania-Intra, Italien;
06-10-2008
- 06-13-2008; in: "MATH/CHEM/COMP 2008",
(2008).
-
B. Meindl, M. Templ:
"The anonymisation of the CVTS2 and income tax dataset. An approach using R-package "SDC MICRO"";
Talk: Joint UNECE/Eurostat work session on statistical data confidentiality,
Manchester;
12-19-2007; in: "Proceedings of the Joint UNECE/Eurostat work session on statistical data confidentiality",
(2007),
10 pages.
-
M. Templ:
"sdcMicro: A new flexible R-package for the generation of anonymised microdata - design issues and new methods";
Talk: Joint UNECE/Eurostat work session on statistical data confidentiality,
Manchester;
12-19-2007; in: "Proceedings of the Joint UNECE/Eurostat work session on statistical data confidentiality",
(2007),
11 pages.
-
L. Seyfang, P. Filzmoser, K. Varmuza:
"Variable selection by all subsets regression and by genetic algorithms";
Poster: Conferentia Chemometrica 2007,
Budapest, Ungarn;
09-02-2007
- 09-05-2007; in: "Proc.of Conferentia Chemometrica",
(2007).
-
A. Liebminger, L. Seyfang, P. Filzmoser, K. Varmuza:
"A new variable selection method based on all subsets regression";
Poster: 10th Scandinavian Symposium on Chemometrics,
Lappeenranta, Finnland;
06-11-2007
- 06-15-2007; in: "Book of Abstracts",
(2007).
-
P. Filzmoser, K. Joossens, C. Croux:
"Multiple group linear discriminant analysis: robustness and error rate";
Talk: Compstat 2006,
Rom (invited);
08-29-2006; in: "Compstat 2006, Proceedings in Computational Statistics",
A. Rizzi, M. Vichi (ed.);
Heidelberg
(2006),
ISBN: 3-7908-1708-2;
521
- 532.
-
P. Filzmoser, S. Serneels, C. Croux, P.J. Van Espen:
"Robust Multivariate Methods: The Projection Pursuit Approach";
Talk: 29th Annual Conference of the German Classification Society,
Magdeburg;
03-10-2005; in: "From Data and Information Analysis to Knowledge Engineering",
M. Spiliopoulou, R. Kruse, C. Borgelt, A. Nürnberger, W. Gaul (ed.);
Berlin Heidelberg New York
(2006),
ISBN: 3-540-31313-3;
270
- 277.
-
R. Dutter:
"Computation with R: Applications in Geochemical Analysis";
Talk: International Conference on Robust Statistics,
Jyväskylä, Finland (invited);
06-16-2005; in: "ICORS 2005, International Conference on Robust Statistics",
(2005),
22
- 23.
-
R. Dutter:
"Robust Estimation of Power Spectra";
Talk: Konferenz CDAM (Computer Data Analysis and Modeling),
Minsk (invited);
09-07-2004; in: "Proceedings of the Seventh International Conference on Computer Data Analysis and Modeling (Robustness and Computer Intensive Methods)",
(2004),
73.
-
R. Dutter, B. Spangl:
"Robust Estimation of the Spectral Density Function with Applications to the Analysis of Heart Rate Variability";
Poster: Compstat 2004,
Prag;
08-23-2004
- 08-27-2004; in: "Proceedings of the 16th Symposium of IASC on Computational Statistics",
(2004),
ISBN: 80-239-3459-7.
-
P. Filzmoser:
"Robust Statistics: The Solution to the Heterogeneity Problem";
Talk: Goldschmidt 2003,
Kurashiki, Japan (invited);
09-07-2003
- 09-12-2003; in: "Abstracts of the 13th Annual V.M. Goldschmidt Conference",
(2003),
97
- 98.
-
P. Filzmoser:
"A projection algorithm for regression with collinearity";
Talk: 8th Conference of the Federation of Classification Societies (IFCS 2002),
Cracow;
07-15-2002
- 07-19-2002; in: "Classification, Clustering, and Data Analysis",
(2002),
227
- 234.
Talks and Poster Presentations (without Proceedings-Entry)
-
U. Radojicic, K. Nordhausen, J. Virta:
"Kurtosis-based projection pursuit for matrix-valued data";
Talk: Twenty-eight International Workshop on Matrices and Statistics,
Manipal, India;
12-13-2021
- 12-15-2021.
-
J. Gussenbauer, M. Templ, S. Fritzmann, A. Kowarik:
"Synthetic data with xgboost and advanced calibration";
Talk: The use of R in official statistics. uRos 2021,
Bukarest;
11-25-2021.
-
U. Radojicic, N. Lietzen, K. Nordhausen, J. Virta:
"Order Determination for Matrix-valued Observations Using Data Augmentation";
Talk: Statistical Seminar, J. J. Strossmayer University of Osijek Department of Mathematics,
Osijek, Croatia;
10-27-2021.
-
P. Filzmoser:
"Relativ versus absolut: Eine Einführung in die Analyse von Kompositionsdaten";
Talk: AC2T Student Camp,
Vorau (invited);
09-30-2021.
-
P. Filzmoser:
"Robustness aspects for the statistical analysis related to industrial applications";
Talk: International Conference on Mathematical Methods in Economy and Industry (MMEI),
Smolenice (invited);
09-15-2021
- 09-19-2021.
-
P. Filzmoser:
"A robust method to classify high-dimensional microbiome compositions";
Talk: 63rd Session of the International Statistical Institute,
Den Haag (invited);
07-11-2021
- 07-16-2021.
-
P. Filzmoser:
"Robust logistic zero-sum regression for compositional data";
Talk: Online Conference Data Science, Statistics & Visualization (DSSV) 2021,
Rotterdam (invited);
07-07-2021
- 07-09-2021.
-
C. Mühlmann, F. Bachoc, K. Nordhausen:
"Blind Source Separation for Non-stationary Random Fields";
Talk: Online Conference Data Science, Statistics & Visualization (DSSV) 2021,
Rotterdam;
07-07-2021
- 07-09-2021.
-
U. Radojicic, K. Nordhausen, J. Virta:
"Large-sample properties of blind estimation of the linear discriminant using projection pursuit";
Talk: Online Conference Data Science, Statistics & Visualization (DSSV) 2021,
Rotterdam;
07-07-2021
- 07-09-2021.
-
C. Rieser, P. Filzmoser:
"Multivariate functional outlier detection for compositions";
Talk: Online Conference Data Science, Statistics & Visualization (DSSV) 2021,
Rotterdam;
07-07-2021
- 07-09-2021.
-
P. Filzmoser:
"Introduction to robust statistics";
Talk: Data Science Group of VNR Verlag,
Deutschland (invited);
06-28-2021.
-
P. Filzmoser:
"Introduction to data analysis techniques and the CODA approach";
Talk: Short course on Fingerprinting techniques in mineral exploration,
Norwegen (invited);
06-14-2021
- 06-18-2021.
-
P. Filzmoser:
"Garbage in - garbage out: Die Auswirkungen der Datenqualität auf Machine Learning";
Talk: Zukunftsfragen des Baubetriebes,
Wien (invited);
05-18-2021.
-
C. Mühlmann, F. Bachoc, K. Nordhausen:
"Blind Source Separation for Non-stationary Random Fields";
Talk: The 13th Workshop on Spatial Statistics and Image Analysis in Biology,
Finland;
05-17-2021
- 05-19-2021.
-
U. Radojicic, K. Nordhausen:
"Non-Gaussian Component Analysis: Testing the Dimension of the Signal Subspace";
Talk: Online International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020),
London;
12-19-2020
- 12-21-2020.
-
U. Radojicic, K. Nordhausen, H. Oja:
"Notion of Information and Independent Component Analysis";
Talk: Online International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020),
London, United Kingdom (invited);
12-19-2020
- 12-21-2020.
-
A. Posekany:
"Bayesian Nonparametrics - The theory behind Chinese Restuarant processes";
Talk: live@Manning Math for Data Science conference,
Online (invited);
12-01-2020.
-
A. Posekany:
"Exchangability of electronic CLIL Materials to further Collaboration between teachers";
Talk: CLILvoc 2020,
PH der Diözese Linz (invited);
11-16-2020
- 11-17-2020.
-
M. Templ:
"Data Anonymization";
Talk: Gästekolloquium Psychologisches Institut Universität Zürich,
Zürich (invited);
11-10-2020.
-
P. Filzmoser, S. Lubbe, M. Templ:
"Strategies to replace high proportions of zeros in compositional data";
Talk: Online Conference - 1st Conference on Information Technology and Data Science,
Debrecen (invited);
11-07-2020.
-
C. Rieser, P. Filzmoser:
"Compositional Trend Filtering";
Talk: Online Conference - 1st Conference on Information Technology and Data Science,
Debrecen;
11-06-2020
- 11-08-2020.
-
C. Mühlmann, P. Filzmoser, K. Nordhausen:
"Local Difference Matrices for Spatial Blind Source Separation";
Talk: 3rd Conference of the Arabian Journal of Geosciences (CAJG),
Tunisia;
11-02-2020
- 11-05-2020.
-
U. Radojicic, H. Oja, K. Nordhausen:
"Notion of Information and Independent Component Analysis";
Talk: Statistical Seminar, J. J. Strossmayer University of Osijek Department of Mathematics,
Osijek, Croatia (invited);
10-30-2020.
-
M. Templ:
"Anonymisierung von personenbezogenen Daten für Data Scientists";
Keynote Lecture: Workshop Anonymisierung von personenbezogenen Daten für Data Scientists,
Winterthur (invited);
10-22-2020.
-
M. Templ:
"Anonymization Course for the high-level management";
Keynote Lecture: Workshop Anonymization of personal data for the high-level management,
Winterthur (invited);
10-18-2020.
-
K. Nordhausen, J. Virta:
"Ladle Estimator for Time Series Signal Dimension";
Poster: Online Conference Data Science, Statistics & Visualization (DSSV) 2020,
Durham;
07-29-2020
- 07-31-2020.
-
U. Radojicic, K. Nordhausen, H. Oja:
"Notion of Information and Independent Component Analysis";
Poster: Online Conference Data Science, Statistics & Visualization (DSSV) 2020,
Durham;
07-29-2020
- 07-31-2020.
-
P. Filzmoser:
"Statistical data analysis of surface geochemical data including case studies from Finland, Greenland and France";
Talk: Online-Konferenz, Abschluss-Meeting UpDeep,
Espoo, Finnland (invited);
03-24-2020
- 03-27-2020.
-
K. Varmuza, E. Rados, C. Herzig, A. Limbeck, E. Pittenauer, G. Allmaier, P. Filzmoser:
"ICP-MS of meteorite samples: Chemometric evaluation of diversity and discrimination.";
Poster: 31st Mass Spec Forum Vienna,
Wien;
02-25-2020
- 02-26-2020.
-
C. Mühlmann:
"Spatial Supervised Dimension Reduction in a Blind Source Separation framework";
Talk: Machine Learning Seminar,
University Paul Sabatier, Toulouse, France;
02-24-2020.
-
M. Templ:
"Anonymisierung von personenbezogenen Daten";
Talk: Winterkongress der Digitalen Gesellschaft,
Zurich;
02-22-2020.
-
K. Nordhausen:
"Spatial Blind Source Separation";
Talk: Statistics Seminar at the University of Jyväskylä,
Jyväskylä;
02-06-2020.
-
P. Filzmoser, S. Brodinova, T. Ortner, C. Breiteneder, M. Rohm:
"Robust and sparse k-means clustering in high dimension";
Talk: Seminarvortrag an der JKU Linz,
Linz (invited);
01-23-2020
- 01-24-2020.
-
M. Templ:
"Exploratives Lernen mittels Fallen stellen, Fehler provozieren und Feedback geben";
Talk: Tag der Lehre,
Wädenswil, Schweiz (invited);
01-08-2020.
-
C. Mühlmann, H. Oja, K. Nordhausen:
"Supervised dimension reduction for spatial data";
Talk: "12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019)",
London;
12-14-2019
- 12-16-2019.
-
A. Posekany, S. Frühwirth-Schnatter:
"Parallelising Bayesian biostatistical analyses using Yin-Yang sampling";
Talk: 12th International Conference of the ERCIM Working Group on Computational and Methodological Statistics,
London, United Kingdom (invited);
12-14-2019
- 12-16-2019.
-
K. Nordhausen, L. Flumian, M Matilainen:
"Stationary subspace analysis: A statistical perspective";
Talk: "12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019)",
London (invited);
12-13-2019
- 12-16-2019.
-
P. Filzmoser:
"Correlation analysis for compositional data";
Talk: Meet The Jury Seminar,
Leuven, Belgien (invited);
11-25-2019
- 11-26-2019.
-
P. Filzmoser:
"k-means clustering for high-dimensional data: a robust and sparse method";
Talk: ÖSG Statistiktage,
Wien (invited);
10-24-2019
- 10-25-2019.
-
C. Mühlmann, H. Oja, K. Nordhausen:
"Supervised dimension reduction for spatial data";
Talk: ÖSG Statistiktage,
Wien;
10-24-2019
- 10-25-2019.
-
A. Posekany:
"Ingenieur für Informationstechnologie, spezialisiert auf Data Science - Neue Wege in der HTL";
Talk: Österreichische Statistiktage 2019,
Wien;
10-24-2019
- 10-25-2019.
-
C. Rieser, P. Filzmoser:
"Piecewise smoothing splines";
Talk: ÖSG Statistiktage,
Wien;
10-24-2019
- 10-25-2019.
-
J. Virta, K. Nordhausen:
"Estimating the number of signals in noisy ICA";
Talk: Austrian Statistical Days,
Wien;
10-24-2019
- 10-25-2019.
-
P. Filzmoser:
"Robust regression and classification methods for high-dimensional data";
Talk: Predictive Analytics Konferenz,
Wien (invited);
10-01-2019
- 10-02-2019.
-
M. Templ, M. Sariyar:
"Workshop zur Anonymisierung von personenbezogenen Einzeldaten";
Talk: Workshop zur Anonymisierung von personenbezogenen Einzeldaten,
Biel, Schweiz;
09-30-2019.
-
N. Fray, D. Baklouti, A. Bardyn, C. Briois, H. Cottin, C. Engrand, K. Varmuza et al.:
"Characterization of the refractory organic matter present in the dust particles of 67P/Churyumov-Gerasimenko.";
Talk: 52 SWT Rosetta Meeting, ESTEC,
Noordwijk, The Netherlands;
09-23-2019
- 09-27-2019.
-
P. Filzmoser:
"Robust and sparse k-means clustering for high.dimensional data";
Talk: CDAM 2019,
Minsk, Belarus (invited);
09-18-2019
- 09-22-2019.
-
J. Virta, K. Nordhausen:
"Estimating the number of signals in noisy ICA";
Talk: Analytical Methods in Statistics (AMISTAT 2019),
Liberec;
09-16-2019
- 09-19-2019.
-
P. Filzmoser:
"Correlation analysis for compositional environmental data";
Talk: Deutsche Statistische Woche,
Trier (invited);
09-10-2019
- 09-13-2019.
-
K. Varmuza, P. Filzmoser, N. Fray, H. Cottin, S. Merouane, O. Stenzel, J. Kissel et al.:
"Composition of cometary particles versus distance to sun during sample collection - based on multivariate evaluation of mass spectral data (Rosetta/COSIMA).";
Poster: Conferentia Chemometrica 2019,
Karcag, Hungary (invited);
09-08-2019
- 09-12-2019.
-
R. Isnard, A. Bardyn, C. Briois, N. Fray, H. Cottin, C. Engrand, K. Varmuza et al.:
"67P/CG Dust particles composition as measured by the COSIMA/Rosetta mass spectrometer.";
Poster: 19th EANA Astrobiology Conference (EANA 2019),
Orléans, France;
09-03-2019
- 09-06-2019.
-
M. Templ:
"Anonymisierung aus wissenschaftlicher Sicht";
Keynote Lecture: Fachtagung Anonymisierung des Vereins fuer Datenschutz,
Bern, Schweiz (invited);
08-29-2019.
-
M. Templ:
"Data Visualization with R";
Keynote Lecture: 2nd School on Data Analysis and Programming with R,
Bolzano, Italy (invited);
08-27-2019.
-
P. Filzmoser:
"Linear methods for regression and classification";
Talk: Data Science School, University of Bolzano,
Bozen, Italien (invited);
08-26-2019
- 08-31-2019.
-
P. Filzmoser:
"Outlier detection in compositional data: from row-wise to cell-wise";
Talk: ISI 2019,
Kuala Lumpur, Malaysia (invited);
08-18-2019
- 08-23-2019.
-
P. Filzmoser:
"Outliers and compositional data";
Keynote Lecture: IAMG2019,
Pennsylvania, USA (invited);
08-10-2019
- 08-16-2019.
-
P. Filzmoser:
"Advanced methods of classification and regression";
Talk: ÖAW AI Summer School 2019,
Ligist (invited);
08-05-2019
- 08-09-2019.
-
M. Templ:
"Applied Compositional Data Analysis";
Keynote Lecture: SEAMS-UGM 2019,
Yogyakarta (invited);
08-01-2019.
-
M. Templ:
"Workshop on data visualisation in R";
Keynote Lecture: UGM 2019,
Yogyakara, Indonesia (invited);
07-27-2019.
-
P. Filzmoser, N. Mumic, R. Kostadinova:
"Fraud detection in the digital music industry";
Keynote Lecture: Benford's Law Conference,
Stresa (invited);
07-10-2019
- 07-12-2019.
-
K. Varmuza, P. Filzmoser, M. Hilchenbach, J. Kissel, O. Stenzel, S. Merouane, J. Paquette et al.:
"Cometary particle surfaces - characterized by chemometric evaluation of secondary ion mass spectra.";
Poster: FKA20, Conference on Solid State Analysis, 20. Tagung Festkörperanalytik,
Wien;
07-01-2019
- 07-03-2019.
-
P. Filzmoser:
"Robust and sparse estimation methods for linear and logistic regression in high dimensions";
Keynote Lecture: DMS-2019,
Van, Turkey (invited);
06-26-2019
- 06-29-2019.
-
M. Templ:
"Computergestuetztes feedback-basiertes Unterrichten";
Talk: Statistikertreffen ZHAW,
Winterthur, Switzerland (invited);
06-18-2019.
-
K. Varmuza, P. Filzmoser, T. Ortner, M. Hilchenbach, J. Kissel, S. Merouane, H. Cottin et al.:
"One-class classification for the recognition of relevant measurements - applied to mass spectra from cometary and meteoritic particles";
Poster: 16th Scandinavian Symposium on Chemometrics (SSC16),
Nesbru / Oslo;
06-17-2019
- 06-20-2019.
-
M. Templ:
"Feedback-basiertes, computer-gestu ̈tztes und interaktives Unterrichten in der Klasse";
Keynote Lecture: Retraite IDP,
Winterthur, Switzerland (invited);
06-11-2019.
-
M. Templ:
"Kompositionsdaten. Mit einer Anwendung auf Dichtefunktionen";
Talk: Berufungsvortrag,
Bamberg, Deutschland;
06-04-2019.
-
D. Miksova, C. Rieser, P. Filzmoser:
"Detection of mineralization using the curvature of log‐ratios";
Talk: CoDaWork 2019,
Terrassa;
06-03-2019
- 06-08-2019.
-
C. Rieser, D. Miksova, P. Filzmoser:
"Detection of mineralization using the second derivative of log‐ratios";
Poster: CoDaWork 2019,
Terrassa;
06-03-2019
- 06-08-2019.
-
D. Miksova, C. Rieser, P. Filzmoser:
"Identification of mineralization in geochemistry based on the spatial curvature of log-ratio";
Talk: Olomoucian Days of Applied Mathematics (ODAM 2019),
Olomouc;
05-29-2019
- 05-31-2019.
-
P. Filzmoser, S. Brodinova, T. Ortner, C. Breiteneder, M. Rohm:
"Robust k-means-based clustering for high-dimensional data";
Talk: International Conference on Robust Statistics (ICORS 2019),
Guayaquil (invited);
05-28-2019
- 05-31-2019.
-
K. Nordhausen:
"Robust approaches for blind source separation";
Talk: International Conference on Robust Statistics (ICORS 2019),
Guayaquil (invited);
05-28-2019
- 05-31-2019.
-
P. Filzmoser:
"Buzzword Data Science -- an Overview of Common Methods and their Use in R";
Talk: Annual Meeting of the Austrian Actuarial Association,
Wien (invited);
05-23-2019.
-
L. Crocetti, W. Dorigo, B. Martens, P. Filzmoser, D. Fernandez-Prieto:
"Impacts of Climatic Oscillations on Mediterranean Hydrology";
Talk: ESA Living Planet Symposium 2019,
Milan, Italy;
05-13-2019
- 05-17-2019.
-
M. Templ:
"Applied Compositional Data Analysis";
Keynote Lecture: iCMS2019 - International Conference on Computing, Mathematics and Statistics,
Langkawi, Malaysia (invited);
04-23-2019.
-
M. Templ:
"Workshop on Visualization of tidy data";
Keynote Lecture: iCMS2019 - International Conference on Computing, Mathematics and Statistics,
Langkawi, Malaysia (invited);
04-23-2019
- 04-24-2019.
-
J. Virta, K. Nordhausen:
"Estimating the number of signals in noisy ICA";
Talk: Final CRoNoS meeting and Workshop on Multivariate Data Analysis,
Limassol, Cyprus (invited);
04-14-2019
- 04-16-2019.
-
P. Filzmoser:
"Compositional Data Analysis";
Talk: JOCLAD 2019,
Viseu, Portugal (invited);
04-11-2019
- 04-13-2019.
-
P. Filzmoser:
"The log-ratio approach to handle relative information";
Keynote Lecture: JOCLAD 2019,
Viseu, Portugal (invited);
04-11-2019
- 04-13-2019.
-
E. Rados, E. Pittenauer, J. Frank, K. Varmuza, G. Allmaier:
"Analysis of meteorites and meteorite-like materials (terrestrial forsterite) doped with small organic molecules by LDI-MS using three different analysers and SIMS.";
Poster: ANAKON 2019,
Münster;
03-25-2019
- 03-28-2019.
-
M. Templ:
"Imputation von fehlenden Werten mit Deep Learning Methoden";
Keynote Lecture: IDP Kolloquium,
Winterthur;
03-03-2019.
-
P. Filzmoser:
"Robust and sparse classification in high dimensions";
Talk: Seminar presentation,
University of Stellenbosch, Institute of Statistics (invited);
02-08-2019.
-
P. Filzmoser:
"Potentials of compositional data analysis in practical applications";
Talk: CARME 2019,
Stellenbosch, Südafrika (invited);
02-04-2019
- 02-06-2019.
-
M. Templ:
"Feedback-basiertes, computer-gestuetztes und interaktives Unterrichten";
Talk: Abschlussveranstaltung Digital Learning,
Winterthur, Switzerland;
01-24-2019.
-
K. Nordhausen, J. Virta:
"On estimating the number of signals in multivariate time series";
Talk: International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2018),
Pisa (invited);
12-14-2018
- 12-16-2018.
-
A. Bardyn, D. Baklouti, H. Cottin, C. Briois, C. Engrand, H. Fischer, N. Fray, K. Varmuza et al.:
"Global Composition of Dust at Comet 67P/Churyumov-Gerasimenko as Measured by the COSIMA/Rosetta Mass Spectrometer";
Poster: AGU Fall Meeting 2018,
San Francisco, USA;
12-10-2018
- 12-14-2018.
-
P. Filzmoser:
"Robust estimators of maximum association";
Talk: ISOR Colloquium at University of Vienna,
University of Vienna (invited);
11-19-2018.
-
N. Mumic:
"Fraud Detection using Time Dependent Compositional Data and Robust Filtering";
Talk: Regional Workshop of European young researchers in statistics,
Paris;
10-29-2018
- 10-31-2018.
-
K. Nordhausen:
"Enhancing your research with R";
Keynote Lecture: Annual Meeting of the Royal Statistical Society of Belgium,
Domaine des Hautes Fagnes, Belgium (invited);
10-17-2018
- 10-19-2018.
-
D. Baklouti, A. Bardyn, H. Cottin, N. Fray, C. Briois, J. Paquette, O. Stenzel, K. Varmuza et al.:
"The global composition of comet 67P´s dust as measured in situ by the COSIMA mass spectrometer";
Talk: EPSC 2018,
Berlin;
09-16-2018
- 09-21-2018.
-
R. Isnard, A. Bardyn, N. Fray, C. Briois, H. Cottin, J. Paquette, O. Stenzel, K. Varmuza et al.:
"H/C elemental ratios of the refrectory organic matter in cometary particles of 67P/Churyumov-Gerasimenko";
Talk: EPSC 2018,
Berlin;
09-16-2018
- 09-21-2018.
-
N. Mumic:
"Fraud Detection using Time Dependent Compositional Data and Robust Filtering";
Talk: Conference Talk, Data Science in Finance - R 2018 Wien,
Wien;
09-13-2018
- 09-14-2018.
-
P. Filzmoser:
"The log-ratio methodology for compositional data analysis: concepts and applications";
Talk: Statistische Woche 2018,
Linz;
09-11-2018
- 09-14-2018.
-
K. Nordhausen:
"Robust Scatter Functionals and BSS";
Keynote Lecture: Statistische Woche 2018,
Linz (invited);
09-11-2018
- 09-14-2018.
-
D. Miksova, P. Filzmoser:
"Replacement of values above an upper detection limit in compositions";
Talk: IAMG 2018,
Olomouc;
09-04-2018
- 09-07-2018.
-
P. Filzmoser:
"The log-ratio methodology: Major concepts, robustness, and practical use";
Talk: International Conference on Computational Statistics (COMPSTAT 2018),
Iasi, Romania (invited);
08-28-2018
- 08-31-2018.
-
D. Baklouti, A. Bardyn, H. Cottin, N. Fray, C. Briois, J. Paquette, O. Stenzel, K. Varmuza et al.:
"Dust composition of comet 67P as measured by the COSIMA mass spectrometer over two years of the ROSETTA mission";
Talk: 42nd COSPAR Scientific Assembly 2018,
Pasadena;
07-14-2018
- 07-22-2018.
-
K. Varmuza:
"Organisch-chemische Substanzen in 67P-Kometenpartikel: Zwischen Hoffnung und Realität";
Talk: Symposium Die Kometen-Mission Rosetta,
Wien;
07-12-2018.
-
D. Miksova, P. Filzmoser:
"Estimation values above an upper detection limit in compositional data";
Poster: Data Science, Statistics & Visualization (DSSV) 2018,
Wien;
07-09-2018
- 07-11-2018.
-
N. Mumic:
"Scale Invariant and Robust Pattern Identification in Univariate Time Series";
Talk: Data Science, Statistics & Visualization (DSSV) 2018,
Wien;
07-09-2018
- 07-11-2018.
-
K. Nordhausen, J. Virta:
"Blind source separation for tensor-valued observations";
Talk: Data Science, Statistics & Visualization (DSSV) 2018,
Wien;
07-09-2018
- 07-11-2018.
-
J. Walach, P. Filzmoser, K. Hron:
"The use of log-ratio methodology in cell-wise diagnostic";
Talk: Data Science, Statistics & Visualization (DSSV) 2018,
Wien;
07-09-2018
- 07-11-2018.
-
P. Filzmoser:
"Robust maximum association estimators";
Talk: International Conference on Robust Statistics (ICORS 2018),
KU Leuven, Belgien (invited);
07-02-2018
- 07-06-2018.
-
N. Mumic:
"Scale Invariant and Robust Pattern Identification in Univariate Time Series";
Talk: International Conference on Robust Statistics (ICORS 2018),
KU Leuven, Belgien (invited);
07-02-2018
- 07-06-2018.
-
J. Walach, P. Filzmoser, K. Hron, S. Kouril:
"Cell-wise outlier diagnostics based on pairwise log-ratios";
Talk: Chemometrics in Analytical Chemistry Conference (CAC),
Halifax;
06-25-2018
- 06-29-2018.
-
P. Filzmoser:
"Robust linear and logistic regression in high dimension";
Talk: Seminar at the Center for Medical Statistics, Informatics, and Intelligent Systems,
MedUni Wien (invited);
06-18-2018.
-
P. Filzmoser:
"Robust and sparse estimation methods for linear and logistic regression in high dimensions";
Talk: Seminar at the Department of Finance, Accounting and Statistics, Wirtschaftsuniversitaet Wien,
WU Wien (invited);
06-15-2018.
-
A. Bardyn, D. Baklouti, H. Cottin, C. Briois, C. Engrand, H. Fischer, K. Varmuza et al.:
"Composition of dust at comet 67P";
Talk: Rosetta Science Workshop, ESA,
Rhodos;
05-27-2018
- 06-01-2018.
-
P. Filzmoser:
"Estimators for robust maximum association";
Talk: Modern Stochastics: Theory and Applications,
Taras Shevchenko National University of Kyiv, Kiew, Ukraine (invited);
05-24-2018
- 05-26-2018.
-
M. Templ:
"Compositional data analysis of our favourite drinks";
Talk: eRum 2018,
Budapest (invited);
05-13-2018
- 05-15-2018.
-
P. Filzmoser:
"Robust maximum association estimators";
Talk: Forecasting from Complexity,
University of Minnesota, Minneapolis, USA (invited);
04-23-2018
- 04-27-2018.
-
P. Filzmoser:
"What statistical tool is best?";
Talk: Drawing Insights from Complex Data,
TU Wien (invited);
04-11-2018.
-
M. Templ:
"Ein Feedback-Tool zum computergestützten Lernen";
Talk: IAS-Lehrkolloquium,
Waedenswil, Schweiz (invited);
04-11-2018.
-
A. Bardyn, D. Baklouti, C. Briois, H. Cottin, C. Engrand, K. Varmuza et al.:
"Global composition of cometary dust particles from 67P/Churyumov-Gerasimenko as deduced from the COSIMA/ROSETTA instrument";
Talk: 49th Lunar and Planetary Science Conference (LPSC),
Texas;
03-19-2018
- 03-23-2018.
-
P. Filzmoser:
"Choice of influencing factors: Lasso";
Talk: BASF: Data Science Compact Course,
Grossraeschen (invited);
02-24-2018
- 02-26-2018.
-
K. Varmuza, P. Filzmoser, I. Hoffmann, M. Hilchenbach, J. Kissel, S. Merouane, J. Paquette, O. Stenzel et al.:
"Mass spectrometry near comet 67P (Rosetta/COSIMA)";
Poster: 29th Mass Spec Forum,
Wien;
02-20-2018
- 02-22-2018.
-
P. Filzmoser:
"Robust elastic net (logistic) regression for high dimensional data";
Keynote Lecture: Visual Data Science and its role in Computational Medicine,
TU Delft (invited);
02-06-2018.
-
M. Templ, R. Locher:
"Data Analysis and Statistics at the IDP";
Talk: ZHAW / UiTM Kedah Meeting,
Winterthur, Switzerland;
02-05-2018.
-
M. Templ:
"Game of Lazybones Computer-Assisted Exercises with Automatised Feedback and Evaluation";
Keynote Lecture: Statistics at Universities of Applied Sciences (UAS),
Olten, Schweiz (invited);
01-26-2018.
-
K. Nordhausen, H. Oja, D.E. Tyler, J. Virta:
"Testing the dimension of the non-Gaussian subspace in NGCA";
Talk: 10th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2017),
London (invited);
12-16-2017
- 12-18-2017.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak, L. Najdekr:
"A new method for variable selection in a two and multi-group case";
Talk: ERCIM 2017 - International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2017),
London (invited);
12-16-2017
- 12-18-2017.
-
K. Nordhausen, J Miettinen, M Matilainen, S. Taskinen:
"Extracting conditionally heteroscedastic components using ICA";
Talk: ISOR Kolloquium Universität Wien,
Wien (invited);
12-04-2017.
-
M.C. Mert:
"The Role of Statistics in Business and Industry";
Talk: Seminar from Applied Statistics, UPOL,
Olomouc (invited);
11-24-2017.
-
M. Templ:
"Applied Statistical Disclosure Control: Methods and Software";
Keynote Lecture: iCMS 2017,
Langkawi, Malaysia (invited);
11-06-2017
- 11-09-2017.
-
M. Templ:
"R and Data Manipulation: Application with Big Data";
Talk: International Conference on Computing, Mathematics and Statistics - Workshop on R and Data Manipulation: Application with Big Data,
Langkawi, Malaysia (invited);
11-04-2017
- 11-05-2017.
-
K. Nordhausen, F. Bachoc, A. Ruiz-Gazen, J. Virta:
"BSS for Spatial Data";
Talk: Future directions of Invariant Coordinate Selection and related methods,
Toulouse (invited);
11-02-2017
- 11-03-2017.
-
M. Templ:
"Compositional data analysis with an application to our favourite drinks";
Talk: Seminar für Statistik,
Neuchatel, Switzerland (invited);
10-19-2017.
-
F. Kurnaz, I. Hoffmann, P. Filzmoser:
"Robust and sparse estimation methods for high dimensional linear and logistic regression";
Talk: ECDA 2017 - IVth European Conference on Data Analysis 2017,
Wroclaw;
09-27-2017
- 09-29-2017.
-
M. Templ:
"The gramar of graphics in R: ggplot2";
Talk: R Summer School,
Vorau/ Österreich (invited);
09-27-2017.
-
S. Brodinova, P. Filzmoser, T. Ortner, C. Breiteneder, M. Zaharieva:
"Finding groups in large and high-dimensional data using a k-means-based algorithm";
Poster: MOVISS - Metabolomic Bio & Data 2017,
Vorau;
09-20-2017
- 09-23-2017.
-
F. Kurnaz, I. Hoffmann, P. Filzmoser:
"Robust and sparse methods for high-dimensional linear and logistic regression";
Talk: MOVISS - Metabolomic Bio & Data 2017,
Vorau;
09-20-2017
- 09-23-2017.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak, L. Najdekr:
"Cell-wise outlier diagnostics and its use for biomarker identification";
Poster: MOVISS - Metabolomic Bio & Data 2017,
Vorau;
09-20-2017
- 09-23-2017.
-
P. Filzmoser:
"PLS for regression and binary classification: robustness and sparsity";
Keynote Lecture: 7th International Chemometrics Research Meeting (ICRM 2017),
Berg en Dal, The Netherlands (invited);
09-10-2017
- 09-14-2017.
-
K. Varmuza, P. Filzmoser, I. Hoffmann, J. Walach, H. Cottin, N. Fray, C. Briois, J. Silén, O. Stenzel, J. Kissel, M. Hilchenbach:
"Significance of variables for discrimination - applied to the search of organic ions in mass spectra measured on cometary particles";
Poster: Conferentia Chemometrica 2017,
Gyöngyös-Farkasmály;
09-03-2017
- 09-06-2017.
-
M. Templ:
"Relevante Begriffe in der Statistik";
Talk: SIA-Erhebungen,
Zurich;
08-21-2017.
-
K. Nordhausen, A. Archimbaud, A. Ruiz-Gazen:
"Multivariate outlier detection with ICS";
Talk: European Meeting of Statisticians,
Helsinki;
07-24-2017
- 07-28-2017.
-
A. Kowarik, M. Templ:
"Visualisation and Imputation of Missing Values";
Talk: ISI 2017,
Marrakech;
07-16-2017
- 07-20-2017.
-
M. Templ, A. Kowarik:
"Simulation of public-use complex survey and population data";
Talk: ISI 2017,
Marrakech;
07-16-2017
- 07-20-2017.
-
K. Nordhausen:
"Tests for Subspace Dimension";
Talk: Colloquium in Statistics and Mathematical Methods in Economics,
TU Wien;
06-28-2017.
-
M. Templ:
"Schulung zur Anonymisierung von personenbezogenen Datenbeständen";
Keynote Lecture: Schulung zur Anonymisierung von personenbezogenen Datenbeständen,
Biel, Schweiz;
06-22-2017.
-
M. Templ:
"Computergestütztes Statistiktraining mit erzwungenem Instant-Feedback";
Talk: Treffen der an Statistik interessierten Personen der ZHAW,
Winterthur;
06-20-2017.
-
M. Templ:
"Computergestueztes Statistiktraining mit erzwungenem Instant-Feedback Das Lehr-und Feedbacksystem shinyFeedback";
Talk: Treffpunkt Statistik,
Winterthur, Switzerland (invited);
06-20-2017.
-
J. Tobin, J. Walach, D. Beer, J. Williams, P. Filzmoser, B. Walczak:
"Untargeted analysis of fermentation process of rooibos tea samples";
Poster: SCC15 2017 - 15th Scandinavian Symposium on Chemometrics,
Naantali, Finland;
06-19-2017
- 06-22-2017.
-
K. Varmuza, D. Baklouti, A. Bardyn, H. Cottin, C. Engrand, P. Filzmoser, N. Fray, M. Hilchenbach, I. Hoffmann, J. Kissel, P. Modica, J. Silén, S. Siljeström, O. Stenzel:
"Comet dust composition explored by chemometric methods using mass spectral data from COSIMA/ROSETTA";
Poster: 15th Scandinavian Symposium on Chemometrics (SSC15),
Naantali;
06-19-2017
- 06-22-2017.
-
M. Bögl, P. Filzmoser, T. Gschwandtner, T. Lammarsch, R. Leite, S. Miksch, A. Rind:
"Cycle Plot Revisited: Multivariate Outlier Detection Using a Distance-Based Abstraction";
Talk: Eurographics / IEEE VGTC Conference on Visualization (EuroVis 2017),
Barcelona, Spain;
06-12-2017
- 06-16-2017.
-
P. Filzmoser:
"Symmetric coordinates for determining pairwise association between compositional parts";
Talk: CoDaWork 2017,
Abbadia San Salvatore;
06-06-2017
- 06-09-2017.
-
M. Templ, K. Hron, P. Filzmoser:
"Exploring outliers in compositional data with structural zeros";
Talk: CoDaWork 2017,
Abbadia San Salvatore;
06-06-2017
- 06-09-2017.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak, L. Najdekr:
"A robust pairwise log-ratio approach for variable selection and cell-wise outlier diagnostics with focus on metabolomic data";
Talk: CoDaWork 2017,
Abbadia San Salvatore;
06-05-2017
- 06-09-2017.
-
S. Brodinova, P. Filzmoser, T. Ortner, M. Zaharieva, C. Breiteneder:
"Grouping and outlier detection using robust sparse clustering";
Talk: Olomouc Days of Applied Mathematics (ODAM 2017),
Olomouc;
05-31-2017
- 06-02-2017.
-
P. Filzmoser:
"Robust and sparse estimation methods for high dimensional linear and logistic regression";
Keynote Lecture: Workshop devoted to the 60th birthday of Peter Rousseeuw,
Leuven. Belgium (invited);
05-31-2017
- 06-02-2017.
-
I. Hoffmann, P. Filzmoser, S. Serneels:
"Inference for sparse and robust partial least squares regression";
Talk: Olomouc Days of Applied Mathematics (ODAM 2017),
Olomouc;
05-31-2017
- 06-02-2017.
-
T. Ortner, P. Filzmoser, S. Brodinova, M. Zaharieva, C. Breiteneder:
"Local projection for outlier detection";
Talk: Olomouc Days of Applied Mathematics (ODAM 2017),
Olomouc;
05-31-2017
- 06-02-2017.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak, L. Najdekr:
"Variable selection method based on a pairwise log-ratio approach and cell-wise outlier diagnostics";
Talk: Olomouc Days of Applied Mathematics (ODAM 2017),
Olomouc;
05-31-2017
- 06-02-2017.
-
M. Templ, A. Kowarik:
"Simulation von public-use, realitätsnahen, synthethischen Populationen";
Talk: SurveyConf 2017,
Gumpoldskirchen;
05-24-2017
- 05-27-2017.
-
M. Templ:
"Advanced graphics in R";
Keynote Lecture: EURAC Workshop on Advanced R: ggplot2,
Bozen (invited);
05-11-2017
- 05-12-2017.
-
M. Templ:
"Creating Public-Use Synthetic Data From Complex Surveys";
Keynote Lecture: Swiss Statistics Seminar,
Bern (invited);
05-05-2017.
-
P. Filzmoser:
"Correlation between variables in compositional data";
Talk: EGU - European Geoscience Union, General Assembly 2017,
Vienna;
04-23-2017
- 04-28-2017.
-
M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois, A. Koch, R. Schulz, J. Silén, J Ryno, N. Fray, K. Hornung, S. Merouane, J. Paquette, O. Stenzel, K. Varmuza:
"In-situ cometary dust particle analysis with ROSETTA/COSIMA next to comet 67P/ Churyumov-Gerasimenko";
Talk: EGU - European Geoscience Union, General Assembly 2017,
Vienna;
04-23-2017
- 04-28-2017.
-
K. Varmuza, F. Brandstätter, H. Cottin, C. Engrand, L. Ferrière, P. Filzmoser, N. Fray, M. Hilchenbach, I. Hoffmann, J. Kissel, C. Koeberl, P. Modica, J. Paquette, O. Stenzel:
"Elemental surface composition of comet 67P grains (Rosetta) and of carbonaceous chondrite meteorites - characterized by multivariate mass spectral data (COSIMA).";
Poster: EGU 2017, European Geosciences Union General Assembly,
Vienna;
04-23-2017
- 04-28-2017.
-
R. Etschmann, M. Templ, C. Heitz:
"Entwicklung eines stationsungebundenen E-Bike-Sharing-Services mit Nutzer-Coproduction";
Talk: IDP Kolloquium,
Winterthur;
04-10-2017.
-
P. Filzmoser:
"Compositional data analysis of geochemical data";
Talk: Kick-off Project Meeting,
Espoo, Finalnd (invited);
04-03-2017
- 04-04-2017.
-
K. Varmuza, F. Brandstätter, H. Cottin, C. Engrand, L. Ferrière, P. Filzmoser, N. Fray, M. Hilchenbach, I. Hoffmann, J. Kissel, C. Koeberl, P. Modica, J. Paquette, O. Stenzel:
"Comet and meteorite particle surface characterization by multi-variate data analyses using TOF‐SIMS data from COSIMA/Rosetta";
Poster: ANAKON 2017, Gesellschaft Deutscher Chemiker,
Tubingen;
04-03-2017
- 04-06-2017.
-
M. Templ:
"Simulation von synthetischen Populationen fuer agentenbasierte Microsimulationen und Open-Data Access";
Keynote Lecture: IDP Kolloquium,
Winterthur (invited);
03-09-2017.
-
M. Templ:
"Compositional data analysis, probability density functions and functional data analysis. With an application to spatio-temporal population pyramids";
Talk: IDP Kolloquium,
Winterthur;
03-01-2017.
-
N. Tzavidis, S. Pannier, N. Rojas, T. Schmid, M. Templ:
"emdi: An R package for estimating and mapping disaggregated indicators";
Talk: NCRM Annual Centre Meeting,
Southampton;
01-17-2017.
-
N. Tzavidis, T. Schmid, N. Rojas, S. Pannier, A. Kreuzmann, M. Templ:
"Model-based approaches to poverty mapping: A critical review";
Talk: Final Conference - InGRID Project. Better science infrastructure for evidence-based policies on inclusive growth in Europe,
Brussels;
01-17-2017.
-
S. Brodinova:
"Cluster analysis and its application in the context of imbalanced audio data";
Talk: Seminar of applied statistics,
Faculty of Science of the Palacky University in Olomouc (invited);
12-16-2016.
-
I. Hoffmann, P. Filzmoser, C. Croux:
"Robust and sparse classification by the optimal scoring approach";
Talk: International Conference of the ERCIM WG on Computational and Methodological Statistics,
Seville, Spain;
12-09-2016
- 12-11-2016.
-
K. Hron, M. Templ, P. Filzmoser:
"Exploring outliers in compositional data with structural zeros";
Talk: International Conference of the ERCIM WG on Computational and Methodological Statistics,
Seville, Spain;
12-09-2016
- 12-11-2016.
-
T. Ortner, P. Filzmoser, M. Zaharieva, C. Breiteneder, S. Brodinova:
"Guided projections for analysising the structure of high dimensional data";
Talk: International Conference of the ERCIM WG on Computational and Methodological Statistics,
Seville, Spain;
12-09-2016
- 12-11-2016.
-
M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois, A. Koch, R. Schulz, J. Silén, N. Altobelli, K. Altwegg, D. Baklouti, A. Bardyn, L. Colangeli, H. Cottin, C. Engrand, H. Fischer, N. Fray, A. Glasmachers, G. Grün, G. Haerendel, H. Henkel, H. Höfner, K. Hornung, E. Jessberger, H. Lehto, H. Letho, N. Ligier, P. Martin, P. Modica, S. Merouane, F. Orthous-Daunay, J. Paquette, F. Raulin, L. Le Roy, J Ryno, S. Siljeström, W. Steiger, O. Stenzel, T. Stephan, L. Thirkell, R. Thomas, K. Torkar, K. Varmuza, K. Wanczek, B. Zaprudin et al.:
"ROSETTA/COSIMA next to 67P/Churyumov-Gerasimenko: Morphology and Composition of Cometary Dust Particles in the inner Coma";
Talk: Comets: A new vision after Rosetta/Philae,
Toulouse;
11-14-2016
- 11-18-2016.
-
M. Hilchenbach, J. Kissel, R. Schulz, Y. Langevin, C. Briois, A. Koch, J. Silén, D. Baklouti, A. Bardyn, K. Varmuza:
"ROSETTA/COSIMA at comet 67P/Churyumov-Gerasimenko - 2 years of in-situ dust analysis";
Poster: DPS 48 / EPSC 11 Meeting, American Astronomical Society,
asadena, CA, USA;
10-16-2016
- 10-21-2016.
-
M. Templ:
"Data Visualization using R";
Keynote Lecture: eRum 2016,
Poznan, Polen (invited);
10-12-2016.
-
M. Templ:
"Simulation of complex synthetic data with the R package simPop";
Keynote Lecture: eRum 2016,
Poznan, Polen (invited);
10-12-2016
- 10-14-2016.
-
M. Templ:
"Robust Compositional Data Analysis";
Keynote Lecture: GEOSTAT 2016,
Albacete (invited);
09-19-2016
- 09-24-2016.
-
S. Brodinova, M. Zaharieva, P. Filzmoser, T. Ortner, C. Breiteneder:
"Group Detection in the Context of Imbalanced Data";
Talk: International Conference COMPUTER DATA ANALYSIS & MODELING,
Minsk, Belarus;
09-06-2016
- 09-10-2016.
-
I. Hoffmann, P. Filzmoser, C. Croux:
"Robust and Sparse Multiclass Classification by the Optimal Scoring Approach";
Talk: International Conference COMPUTER DATA ANALYSIS & MODELING,
Minsk, Belarus;
09-06-2016
- 09-10-2016.
-
T. Ortner, P. Filzmoser, S. Brodinova, M. Zaharieva, C. Breiteneder:
"Forward Projection for High-Dimensional Data";
Talk: International Conference COMPUTER DATA ANALYSIS & MODELING,
Minsk, Belarus;
09-06-2016
- 09-10-2016.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak:
"A Pairwise Log-Ratio Method for the Identification Biomarkers";
Talk: International Conference COMPUTER DATA ANALYSIS & MODELING,
Minsk, Belarus;
09-06-2016
- 09-10-2016.
-
B. Glock, F. Endel, G. Endel, N. Popper, K. Sandholzer, C. Rinner, G. Duftschmid, J. Holl, M. Wagner-Pinter, M.C. Mert, P. Filzmoser:
"How sick is Austria? A decision support framework for different evaluations of the burden of disease within the Austrian population based in different data sources";
Talk: International Population Data Linkage Conference 2016,
Swansea;
08-24-2016
- 08-26-2016.
-
P. Filzmoser, I. Hoffmann, S. Serneels, C. Croux, K. Varmuza:
"Sparse and robust PLS for regression and binary classification";
Talk: International Conference on Computational Statistics (Compstat 2016),
Oviedo (invited);
08-23-2016
- 08-26-2016.
-
K. Hron, P. Filzmoser, A. Gardlo:
"Univariate analysis of compositional data using weighted balances";
Talk: International Conference on Computational Statistics (Compstat 2016),
Oviedo;
08-23-2016
- 08-26-2016.
-
M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois, A. Koch, R. Schulz, K. Varmuza et al.:
"Composition of dust particles collected in inner coma of comet 67P/Churyumov-Gerasimenko by Rosetta/COSIMA";
Talk: 79th Annual Meeting of the Meteoritical Society,
Berlin, Germany;
08-07-2016
- 08-12-2016.
-
R. Schulz, M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois, A. Koch, K. Varmuza et al.:
"Dust in comets and proto-stellar disks - clues from Rosetta COSIMA";
Talk: European Week of Astronomy and Space Science (EWASS),
Athens, Greece;
08-04-2016
- 08-08-2016.
-
P. Brito, P. Duarte Silva, P. Filzmoser:
"Robust multivariate analysis of interval data";
Talk: SINAPE - Simpósio Nacional de Probabilidade e Estatística - 2016,
Porto Allegre;
07-24-2016
- 07-29-2016.
-
P. Filzmoser:
"Robustness in practice";
Talk: International Conference of Robust Statistics (ICORS 2016),
Genf (invited);
07-04-2016
- 07-08-2016.
-
I. Hoffmann, P. Filzmoser, C. Croux:
"Robust and sparse multiclass classification by the optimal scoring approach";
Talk: International Conference on Robust Statistics,
Geneva, Switzerland;
07-04-2016
- 07-08-2016.
-
V. Todorov, K. Hruzova, K. Hron, P. Filzmoser:
"Robust orthogonal regression for compositional data in R";
Talk: International Conference of Robust Statistics (ICORS 2016),
Genf;
07-04-2016
- 07-08-2016.
-
J. Walach, P. Filzmoser, K. Hron, B. Walczak:
"A Pairwise Log-Ratio Method For The Identification Of Biomarkers";
Talk: Xvi Chemometrics In Analytical Chemistry,
Barcelona;
06-06-2016
- 06-10-2016.
-
P. Filzmoser:
"Robust statistics: Theory and practice";
Talk: Summer School System Simulation Computational Complex Systems,
Bad Fischau (invited);
05-28-2016
- 06-01-2016.
-
V. Todorov, K. Hruzova, K. Hron, P. Filzmoser:
"An R package for robust orthogonal regression for compositional data";
Talk: 61Ş Reunião Anual da Região Brasileira da Sociedade Internacional de Biometria (RBras 2016),
Salvador;
05-23-2016
- 05-25-2016.
-
M. Templ:
"Analyse relativer Information";
Talk: ZHAW Seminar fuer Statistik,
Winterthur;
05-10-2016.
-
M. Templ:
"Die Gesetze der Grossen Zahlen";
Talk: ZHAW Seminar fuer Statistik,
Winterthur;
05-10-2016.
-
O. Stenzel, M. Hilchenbach, J. Kissel, Y. Langevin, C. Briois, A. Koch, R. Schulz, J. Silén, K. Varmuza et al.:
"Refractory elements from high resolution mass spectra of 67P particles as found by Rosetta/COSIMA";
Talk: Lunar and Planetary Science Conference (LPSC),
The Woodlands, Texas, USA;
03-21-2016
- 03-25-2016.
-
M. Templ:
"Marry me! Offizielle Statistik ∞ Forschung mittels synthetischer Daten. (& Methoden der synthetischen Datengenerierung)";
Keynote Lecture: Mittwoch-Seminar,
Statistik Austria, Wien (invited);
03-16-2016.
-
O. Stenzel, J. Paquette, M. Hilchenbach, J. Kissel, Y. Langevin, K. Varmuza et al.:
"Alkali metals in cometary particles - what is the chemical context?";
Poster: 50th ESLAB Symposium (European Space Agency, ESA), From Giotto to Rosetta,
Leiden, The Netherlands;
03-14-2016
- 03-18-2016.
-
I. Hoffmann, F. Brandstätter, C. Engrand, L. Ferrière, P. Filzmoser, M. Hilchenbach, C. Koeberl, K. Varmuza:
"Meteorite classification by TOF-SIMS-chemometrics";
Poster: 27th Mass Spec Forum Vienna,
Vienna, Austria;
02-23-2016
- 02-24-2016.
-
M. Templ, J. Gussenbauer, P. Filzmoser, O. Dupriez:
"Outlier detection in complex survey data including semi-continuous components and missing values";
Talk: ERCIM 2015,
London (invited);
12-11-2015
- 12-14-2015.
-
M. Templ:
"Statistics in practice. Why most food and nutrition studies are for the dustbin";
Keynote Lecture: Workshop 'Teorie a praxe statistického zpracování dat',
Pusté Zibřidovice, Czech (invited);
11-26-2015
- 11-28-2015.
-
K. Varmuza:
"Plenarvortrag: Selected aspects of 40 years applied chemometrics";
Keynote Lecture: 4th Autumn School of Chemoinformatics in Tokyo 2015,
Tokyo (invited);
11-25-2015
- 11-26-2015.
-
M. Templ:
"Data Visualization";
Keynote Lecture: School on Data analysis and programming with R,
Bozen (invited);
11-18-2015
- 11-20-2015.
-
M. Templ:
"The grammar of graphics in R: ggplot2";
Talk: School on Data analysis and programming with R,
Bozen (invited);
11-18-2015
- 11-20-2015.
-
K. Varmuza:
"COSIMA - In-situ dust particles measurements in the inner coma of comet 67P/Churyumov-Gerasimenko";
Talk: 47th Annual Meeting of the Division for Planetary Sciences (DPS), American Astronomical Society,
Washington DC, USA (invited);
11-08-2015
- 11-13-2015.
-
J. Gussenbauer, P. Filzmoser, M. Templ, O. Dupriez:
"Robust Statistical Methods for Outlier Detection with Application to Household Expenditure Data";
Talk: Statistiktage 2015,
Wien;
10-26-2015
- 10-28-2015.
-
M. Templ:
"Statistical Tables for the Employer Skills Survey of Nigeria";
Talk: Training Programme for the staff of the Industrial Training Fund of Nigeria on Industrial Skills Gaps Study,
Abuja, Nigeria (invited);
10-13-2015
- 10-16-2015.
-
B. Szabo, M. Templ, P. Filzmoser, A. Lehoczky, R. Pongrácz et al.:
"Biogeographical regions and their flowering phenological patterns across Europe";
Talk: Phenology 2015,
Kusadasi;
10-05-2015
- 10-08-2015.
-
M. Templ:
"Forschungsschwerpunkte in der Offiziellen Statistik und Stichprobentheorie";
Talk: SurveyConf 2015,
Berlin;
10-01-2015
- 10-04-2015.
-
K. Varmuza:
"Rosetta COSIMA - Cometary Dust Analysis next to Comet 67P/ Churyumov-Gerasimenko";
Talk: The 8th Meeting on Cosmic Dust,
Tokyo, Japan (invited);
08-17-2015
- 08-21-2015.
-
M. Templ:
"Outlier Detection";
Talk: OMAN Study Visit at UNIDO,
UNIDO (invited);
08-04-2015.
-
P. Filzmoser:
"Robust statistical methods for high-dimensional data";
Talk: Isi Wsc World Statistics Congress 2015,
Rio de Janeiro, Brazil (invited);
07-26-2015
- 07-31-2015.
-
P. Filzmoser, C. Croux, I. Hoffmann, S. Serneels:
"High-dimensional regression and classification with sparse partial robust M estimation (IPS067)";
Talk: Isi Wsc World Statistics Congress 2015,
Rio de Janeiro, Brazil (invited);
07-26-2015
- 07-31-2015.
-
M. Templ:
"Analysis of incomplete data and imputation of missing values: the R package VIM";
Talk: missData 2015,
Rennes, France;
06-18-2015.
-
M. Templ:
"Essen in den Schlagzeilen: Sound Science vs. Sounds Like Science";
Keynote Lecture: f.eh im Dialog Ernährungsstudien: Kritik zwischen den Zeilen,
Mediatower, Wien (invited);
06-11-2015.
-
A. Gardlo, K. Hron, M. Templ, P. Filzmoser:
"Imputation of rounded zeros for data from metabolomics";
Talk: CoDaWork 2015,
L'Escala;
06-01-2015
- 06-05-2015.
-
M. Templ, K. Hron, A. Menafoglio, K. Hruskova, P. Filzmoser:
"Simplicial principal component analysis for density functions";
Talk: CoDaWork 2015,
L'Escala;
06-01-2015
- 06-05-2015.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Gschwandtner, T. Lammarsch, S. Miksch, A. Rind:
"Integrating Predictions in Time Series Model Selection";
Talk: The Sixth International EuroVis Workshop on Visual Analytics (EuroVA),
Cagliari, Italy;
05-25-2015
- 05-26-2015.
-
M. Templ:
"Synthetic Data: Modelling and Generating Complex Close-to-Reality Data for Public Use";
Talk: Olomoucian Days of Applied Mathematics,
Olomouc;
05-21-2015.
-
M. Templ:
"Designing plots with ggplot2";
Talk: Seminar on Statistics,
Palacky University of Olomouc;
04-13-2015.
-
M. Templ:
"Visualization of Spatial Information Using ggmap";
Talk: Seminar on Statistics,
Palacky University of Olomouc;
04-13-2015.
-
M. Templ:
"R verstehen lernen";
Talk: R Kurs,
TU Wien;
04-08-2015
- 04-09-2015.
-
B. Meindl, M. Templ:
"Producing synthetic and confidential data using R-Package simPop";
Talk: 2nd European Data Access Forum,
Luxembourg;
03-24-2015
- 03-25-2015.
-
M. Templ:
"TMF Workshop on Anonymization tools and their practical relevance";
Talk: TMF Workshop on Anonymization tools and their practical relevance,
Berlin (invited);
03-19-2015.
-
M. Templ, V. Todorov:
"Tutorial: R in the Statistical Office";
Talk: NTTS 2015,
Brussels, Belgium (invited);
03-13-2015.
-
M. Templ:
"Methods to create synthetic public-use files";
Talk: Working Group Meeting according to the Special Grant Agreement on Public-Use Files of the European Labour Force Survey and the Statistics on Income and Living Conditions,
Luxembourg;
03-03-2015.
-
M. Templ:
"Most important variables and indicators for EU-SILC and LFS related to users´ needs";
Talk: Working Group Meeting according to the Special Grant Agreement on Public-Use Files of the European Labour Force Survey and the Statistics on Income and Living Conditions,
Luxembourg;
03-03-2015.
-
M. Templ:
"Traditional Methods for Statistical Disclosure Control";
Talk: Working Group Meeting according to the Special Grant Agreement on Public-Use Files of the European Labour Force Survey and the Statistics on Income and Living Conditions,
Luxembourg;
03-03-2015.
-
M. Templ:
"Overview Existing Methodology PUFs in General and SILC/LFS Specific";
Talk: First Full Project meeting of the SGA on PUFs of EU-SILC and EU-LFS,
Luxembourg;
03-02-2015.
-
M. Templ:
"R Packaging and New Development Features for Building R Packages";
Talk: Seminar on Statistics,
Palacky University of Olomouc;
02-25-2015.
-
P. Filzmoser:
"Local multivariate outlier identification";
Talk: Universität Olomouc,
Seminar, Palacky University, Olomouc, Czech Republic (invited);
01-26-2015.
-
P. Filzmoser:
"PCA and beyond";
Talk: Seminar for students of the Palacký University,
Velké Losiny (invited);
11-21-2014.
-
P. Filzmoser:
"Robust statistics: theoretical and practical considerations";
Talk: Seminar for students of the Palacký University, Dolni Morava,
Cz (invited);
11-16-2014.
-
M. Templ:
"Some Advanced and Useful Development Tools in R";
Talk: Seminar on Statistics,
Palacky University of Olomouc (invited);
10-20-2014.
-
R. Tolosana-Delgado, K. van den Boogaart, P. Filzmoser, K. Hron, M. Templ:
"Compositional regression: an overview";
Talk: IAMG2014 - 16th Annual Conference of the International Association for Mathematical Geosciences,
New Delhi;
10-17-2014
- 10-20-2014.
-
P. Filzmoser:
"Identi cation of multivariate outliers in interval data";
Talk: Seminar at the Palacky University,
Olomouc, Czech (invited);
09-29-2014.
-
M. Templ, B. Meindl:
"Methods and Tools for the Generation of Synthetic Populations";
Talk: Privacy in Statistical Databases 2014,
Ibiza, Spain;
09-17-2014
- 09-19-2014.
-
L. Grad-Gyenge, H. Werthner, P. Filzmoser:
"Spreading Activation for Rating Estimation in Recommender Systems";
Poster: The 15th International Conference on Electronic Commerce and Web Technologies (EC-Web 2014),
Munich, Germany;
09-01-2014
- 09-04-2014.
-
R. Deutsch:
"Benchmarkprofile für stetige Daten in quantitativer Risikoabschätzung";
Talk: Stochastik - Workshop Innsbruck (in Kooperation mit TU Dresden),
Innsbruck (invited);
08-27-2014
- 08-28-2014.
-
P. Filzmoser:
"Identifikation multivariater Ausreißer bei Intervalldaten";
Talk: Stochastik - Workshop Innsbruck (in Kooperation mit TU Dresden),
Innsbruck (invited);
08-26-2014
- 08-28-2014.
-
M. Templ, K. Hron, P. Filzmoser:
"The Problem of Missing Values and Rounded Zeros in Compositional Data";
Talk: Joint Statistical Meeting,
Boston, MA, USA (invited);
08-03-2014.
-
M. Templ, A. Kowarik:
"Imputation of Missing Values with the R Package VIM";
Talk: useR! 2014,
Los Angeles, USA;
07-02-2014.
-
M. Templ:
"Fantastic Four: sdcMicro, sdcMicroGUI, sdcTable, synthPop";
Talk: Expert Group Meeting on Statistical Disclosure Control,
Luxembourg (invited);
06-24-2014.
-
M. Templ:
"Software for Compositional Data Analysis";
Talk: GeoMap 2014,
Olomouc (invited);
06-17-2014.
-
P. Brito, P. Filzmoser, K. Hron:
"Exploratory data analysis for interval compositional data";
Talk: 4th Workshop in Symbolic Data Analysis (SDA 2014),
Taipei, China (invited);
06-14-2014
- 06-16-2014.
-
P. Filzmoser:
"Opportunities of compositional data analysis in chemometrics";
Keynote Lecture: CAC 2014 - 14th Conference on Chemometrics in Analytical Chemistry,
Richmond, Virginia (invited);
06-09-2014
- 06-13-2014.
-
M. Templ:
"Simulation of Synthetic Populations";
Talk: Seminar in Applied Mathematics (2),
Palacky University Olomouc, Czech Republik (invited);
05-19-2014.
-
P. Filzmoser:
"Statistical analysis of interval compositional data";
Talk: Seminar at the Lisbon University of Technology,
Lisbon, Portugal (invited);
05-15-2014.
-
M. Templ:
"Statistical Computing at TU WIEN";
Talk: TEMPUS international project meeting,
Tu Wien;
05-13-2014.
-
M. Templ, A. Kowarik, B. Meindl:
"R verstehen lernen";
Talk: R Kurs Wirtschaftskammer Oesterreich,
WKO Wien;
05-12-2014
- 05-13-2014.
-
B. Szabo, A. Lengyel, M. Templ, B. Czúcz:
"Improving classification of plant assemblages with environmental constraints: a simulation study";
Poster: European Vegetation Survey, 23rd Workshop,
Lubijana;
05-08-2014
- 05-12-2014.
-
A. Kowarik, B. Meindl, M. Templ:
"sparkTable - Generating Graphical Tables for Websites and Documents with R";
Talk: European Conference on Quality in Official Statistics (Q2014),
Vienna;
05-04-2014.
-
M. Templ, V. Todorov:
"R in the Statistical Office";
Keynote Lecture: European Conference on Quality in Official Statistics (Q2014),
Vienna (invited);
05-02-2014.
-
P. Filzmoser:
"Generalized additive models";
Talk: Seminar at the Palacky University,
Olomouc, Czech (invited);
04-28-2014.
-
P. Filzmoser, C. Reimann, M. Birke:
"Statistical aspects when analyzing geochemical compositions";
Talk: EGU European Geosciences Union General Assembly 2014,
Vienna (invited);
04-28-2014.
-
A. Kowarik, M. Templ:
"New Features of VIM";
Talk: UNECE worksession on statistical data editing,
Paris;
04-28-2014.
-
B. Szabo, A. Lehoczky, P. Filzmoser, M. Templ, F. Szentkirályi, R. Pongrácz, T. Ortner, M.C. Mert, B. Czúcz et al.:
"From South to North: flowering phenological responses at different geographical latitudes in 12 European countries";
Poster: European Geosciences Union General Assembly 2014,
Wien;
04-27-2014
- 05-02-2014.
-
M. Templ, A. Kowarik:
"Forschungsbereiche in der Offiziellen Statistik und Stichprobentheorie";
Talk: Erste deutschsprachige Survey-Statistik-Tagung,
Zeltingen-Rachtig (invited);
04-07-2014
- 04-09-2014.
-
M. Templ, A. Kowarik:
"Visualization and Imputation of Missing Values";
Talk: Erste deutschsprachige Survey-Statistik-Tagung,
Zeltingen-Rachtig;
04-07-2014
- 04-09-2014.
-
M. Templ, A. Kowarik, B. Meindl:
"Development and Current Practice in Using R at Statistics Austria";
Keynote Lecture: New Challenges for Statistical Software - The Use of R in Official Statistics,
Bucharest, Romania (invited);
03-27-2014.
-
M. Templ:
"Workshop: R in the statistical office";
Keynote Lecture: New Challenges for Statistical Software - The Use of R in Official Statistics,
Bucharest, Romania (invited);
03-24-2014.
-
B. Meindl, A. Kowarik, M. Templ:
"sparkTable: Generating Graphical Tables for Websites and Documents with R";
Talk: New Challenges for Statistical Software - The Use of R in Official Statistics,
Bucharest, Romania;
03-23-2014.
-
R. Deutsch:
"Benchmark Analysis for Joint-Action Quantal Data in Risk Assessment";
Talk: Technische Universität Wien,
Institut für Statistik und Wahrscheinlichkeitstheorie (invited);
03-19-2014.
-
M. Templ:
"Statistik in der Praxis";
Keynote Lecture: Hackers Hack Meetup,
Museumsquartier, Quartier 21, Halle D (invited);
02-26-2014.
-
P. Filzmoser:
"Spline interpolation";
Talk: Seminar at the Palacky University,
Olomouc, Czech (invited);
02-24-2014.
-
M. Templ:
"R Development";
Talk: R Meetup 2014/I,
TU Wien (invited);
02-11-2014.
-
M. Templ, A. Alfons, P. Filzmoser:
"Robust Estimation of Income and Social Indicators with Tail Modelling";
Talk: Seminar in Applied Mathematics,
Palacky University Olomouc (invited);
01-27-2014.
-
K. Varmuza:
"Variable section for multivariate models - myth and reality";
Talk: Autumn School of Chemoinformatics,
Nara / Japan;
11-28-2013.
-
P. Filzmoser:
"Concepts of compositional data analysis";
Talk: Seminar at the Institute for Water Quality, Resource and Waste Management,
Vienna (invited);
11-25-2013.
-
P. Filzmoser:
"Sparse multivariate statistical methods for high-dimensional data";
Talk: Seminar at the University of Bergen,
Bergen, Norway (invited);
11-22-2013.
-
P. Filzmoser:
"Multivariate Regression und Klassi kation mit Anwendungen aus der Chemometrie";
Talk: Herbstseminar der Wiener Biometrischen Sektion,
Vienna (invited);
11-21-2013.
-
M. Templ:
"Estimation and Visualisation of Indicators: Applications from Social Statistics";
Keynote Lecture: Workshop 'Teorie a praxe statistického zpracování dat',
Velke Losiny, CZ (invited);
11-21-2013.
-
M. Templ:
"Log-ratio analysis of the chemical composition of (our) favoured drinks";
Talk: Workshop 'Teorie a praxe statistického zpracování dat',
Dolni Morava, Czech (invited);
11-14-2013
- 11-16-2013.
-
P. Filzmoser:
"Support vector machine";
Talk: Seminar at the Palacky University,
Olomouc / Czech (invited);
11-04-2013.
-
A. Kowarik, A. Meraner, M. Templ:
"Interactive Adjustment and Outlier Detection of Time Dependent Data in R - x12, x12GUI";
Talk: Österreichische Statistiktage 2013,
Statistik Austria, Wien;
10-25-2013.
-
P. Kynčlová, P. Filzmoser, K. Hron:
"How to Model Compositional Time Series from the Official Statistics Chair:";
Talk: Österreichische Statistiktage 2013,
Statistik Austria, Wien;
10-23-2013.
-
M. Templ:
"Anonymisation of Confidential Data; methods and software";
Talk: Österreichische Statistiktage 2013,
Statistik Austria, Wien (invited);
10-23-2013
- 10-25-2013.
-
M. Templ, A. Kowarik, B. Meindl:
"Anonymization of Microdata";
Talk: Österreichische Statistiktage 2013,
Statistik Austria, Wien (invited);
10-23-2013
- 10-25-2013.
-
P. Filzmoser:
"Linear and non-linear methods for regression and classification";
Talk: Workshop at the University of Debrecen,
Hungary (invited);
10-21-2013.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Lammarsch, S. Miksch, A. Rind:
"Visual Analytics for Model Selection in Time Series Analysis";
Talk: IEEE Conference on Visual Analytics Science and Technology (IEEE VAST),
Atlanta, GA, USA;
10-18-2013.
-
M. Templ:
"Log-Ratio Analyse von Bieren, Whiskies und Kaffee´s und eine praktische Anwendung an Doktoratsstudenten";
Talk: Seminar Statistik,
Technische Universität Graz;
10-16-2013.
-
M. Templ:
"S4 class sdcMicro";
Talk: Expert Group SDC,
Luxembourg;
10-08-2013.
-
M. Templ:
"Statistical Disclosure Control for Microdata";
Talk: StatGIS Seminar,
Tschechien, Olomouc;
10-01-2013.
-
M. Templ, A. Kowarik, F. Endel:
"R for interactive teaching";
Talk: R Summer School,
Vorau/ Österreich (invited);
09-25-2013
- 09-27-2013.
-
A. Alfons, M. Templ:
"Sweave, knitr, RStudio, R Markup";
Talk: R Summer School,
Vorau/ Österreich (invited);
09-24-2013
- 09-27-2013.
-
A. Kowarik, M. Templ:
"Visualisation with ggplot2";
Talk: R Summer School,
Vorau/ Österreich (invited);
09-24-2013
- 09-27-2013.
-
M. Templ, A. Kowarik:
"Visualisation with R - graphics, lattice, colors";
Talk: R Summer School,
Vorau/ Österreich;
09-24-2013
- 09-27-2013.
-
M. Templ, A. Kowarik:
"R Crash Course";
Talk: R Summer School,
Vorau/ Österreich (invited);
09-23-2013
- 09-27-2013.
-
M. Templ:
"Providing data with high utility and no disclosure risk for the public and researchers: an evaluation by advanced statistical disclosure risk methods";
Talk: CDAM 2013 10th International Conference Computer Data Analysis & Modeling 2013 Theoretical & Applied Stochastics,
Minsk, Weißrussland, Belarus (invited);
09-13-2013
- 09-14-2013.
-
K. Varmuza, M. Dehmer, P. Filzmoser:
"Empirical modeling of mass spectral features by molecular descriptors";
Poster: CC 2013 Conferentia Chemometrica 2013,
Sopron / Hungary;
09-10-2013.
-
K. Varmuza, P. Filzmoser:
"Variable selection and its strict evaluation";
Talk: CC 2013 Conferentia Chemometrica 2013,
Sopron / Hungary;
09-09-2013
- 09-11-2013.
-
A. Kowarik, M. Templ:
"Make Your Data Confidential with the sdcMicro and sdcMicroGUI packages";
Talk: The R User Conference, useR! 2013,
University of Castilla-La Mancha, Albacete, Spain;
07-11-2013
- 07-12-2013.
-
P. Filzmoser:
"Robust Linear Regression for Compositional Data";
Talk: ICORS 2013 International Conference on Robust Statistics,
Saint Petersburg, Russia;
07-08-2013.
-
V. Todorov, P. Filzmoser:
"Multivariate robust partial M-regression";
Talk: ICORS 2013 International Conference on Robust Statistics,
Saint Petersburg, Russia;
07-08-2013.
-
G. Monti, K. Hron, P. Filzmoser, M. Templ:
"Covariance-Based Outlier Detection for Compositional Data with Structural Zeros: Application to Italian Survey of Household Income and Wealth Data";
Talk: SIS 2013 - Advances in Latent Variables - Methods, Models and Applications,
Brescia, Italy;
06-21-2013.
-
K. Hron, P. Filzmoser:
"Exploring compositional data with the robust compositional biplot";
Talk: SIS 2013 - Advances in Latent Variables - Methods, Models and Applications,
Brescia, Italy;
06-19-2013.
-
S. de la Rosa de Saa, P. Filzmoser, M. Gil, M.A. Lubiano:
"Fuzzy rating or fuzzy linguistic?";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc, Czech Republic;
06-14-2013.
-
P. Filzmoser:
"Outlier detection in compositional data with structural zeros";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc, Czech Republic;
06-14-2013.
-
P. Filzmoser:
"Stepwise variable selection in robust regression with compositional explanatory variables";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc, Czech Republic;
06-14-2013.
-
P. Kynčlová, P. Filzmoser, K. Hron:
"Vector autoregression for compositiona; time series";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc, Czech Republic;
06-13-2013.
-
M. Templ:
"Outlier detection in compositional data with structural zeros";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc;
06-13-2013
- 06-14-2013.
-
K. Hron, P. Filzmoser, E. Fiserová:
"Correlation analysis for compositional data using classical and robust methods";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc;
06-12-2013.
-
A. Kalidova, K. Hron, M. Templ, P. Filzmoser:
"Replacement of Missing Values and Rounded Zeros in High-Dimensional Compositional Data with Application to Metabolomics";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc;
06-12-2013
- 06-14-2013.
-
M.C. Mert, P. Filzmoser, K. Hron:
"Principal balances with sparse PCA";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics,
Olomouc, Czech Republic;
06-12-2013.
-
M. Templ, A. Kowarik, F. Fonteneau:
"The sdcMicro and sdcMicroGUI package and Automated Computations";
Talk: Presentation of microdata anonymization open source software and discussion on possible use within and outside the Bank,
World Bank, Washington D.C., USA;
05-30-2013.
-
P. Filzmoser:
"Computational statistics: The ATC/ICD project and applications";
Talk: Workshop on Innovative Methods for Evidence Based Decision Making in Healthcare,
Vienna (invited);
04-23-2013.
-
P. Filzmoser:
"Robust variable selection in linear regression with compositional explanatory variables";
Talk: Seminar at the University of Geneve,
Genf, Schweiz (invited);
04-19-2013.
-
P. Filzmoser:
"Variable selection in regression models";
Talk: Universität Olomouc,
Seminar at the Palacky University, Czech Republic (invited);
04-08-2013.
-
P. Filzmoser, C. Croux, H. Fritz:
"Sparse and robust principal component analysis";
Talk: DAGStat 2013,
Dortmund (invited);
03-20-2013.
-
M. Templ:
"Advanced Imputation Methods";
Talk: Statistics Seminar at the Palacký University,
Olomouc, Czech Republic;
03-11-2013.
-
P. Filzmoser:
"Advanced methods for regression and classi cation, and how to use them in R";
Talk: ECO Winter School 2013,
Kalmar, Sweden (invited);
02-28-2013.
-
P. Filzmoser:
"Sparse regression and classi cation methods for high-dimensional data";
Talk: Seminar at the Vienna PhD-School of Informatics,
Technical University Vienna (invited);
02-07-2013.
-
P. Filzmoser:
"Robust dimension reduction for high-dimensional data";
Talk: Universität Olomouc,
Seminar at the Palacky University (invited);
02-04-2013.
-
M. Templ:
"Basic Concepts of Imputation";
Talk: Statistics Seminar at the Palacký University,
Olomouc, Czech Republic;
01-14-2013.
-
P. Filzmoser:
"Regression and Classification Methods for High-dimensional Data";
Talk: Seminar at the Palacky University,
Olomouc / Czech Republic (invited);
12-17-2012
- 12-18-2012.
-
M. Templ:
"Standard Software in SDC for OECD and non-OECD countries: sdcMicro (and sdc Table)";
Talk: Expert Working Group on Statistical Disclosure Control,
Luxembourg (invited);
12-11-2012.
-
K. Hron, P. Filzmoser, M. Templ, G. van den Boogaart, R. Tolosana-Delgado:
"A unified approach to classical and robust regression for compositional data";
Talk: 5th International Conference of the ERCIM WG on COMPUTING & STATISTICS,
Oviedo / Spain;
12-03-2012.
-
V. Todorov, P. Filzmoser:
"Sparse and robust partial least squares regression";
Talk: 5th International Conference of the ERCIM WG on COMPUTING & STATISTICS,
Oviedo / Spain;
12-01-2012
- 12-03-2012.
-
P. Filzmoser:
"Introduction to concepts of robust statistics";
Talk: Seminar at the Palacky University,
Olomouc / Czech Republic (invited);
11-26-2012.
-
M. Templ:
"New Methods to Present Regional Indicators in Maps and Graphical Tables";
Talk: Universität Olomouc,
Czech Republic;
11-26-2012.
-
P. Filzmoser:
"Compositional data analysis: Consequences for Chemometrics";
Talk: Afrodatat 2012,
Stellenbosch / South Africa (invited);
11-19-2012
- 11-23-2012.
-
M. Gschwandtner, P. Filzmoser:
"Outlier detection in high dimension using regularization";
Talk: International Conference on Soft Methods in Probability and Statistics SMPS2012,
Konstanz / Germany;
10-04-2012
- 10-06-2012.
-
K. Hron, P. Filzmoser:
"Robust diagnostics of fuzzy clustering results using the compositional approach";
Talk: International Conference on Soft Methods in Probability and Statistics SMPS2012,
Konstanz / Germany;
10-04-2012
- 10-06-2012.
-
H. Katschnig, F. Endel, G. Endel, B. Weibold, S. Scheffel, P. Filzmoser:
"Dementia and pathways of health service utilisation in Austria: A record linkage study in a country with a fragmented provider payment system";
Talk: 22nd Alzheimer Europe Conference,
Vienna;
10-04-2012
- 10-06-2012.
-
V. Todorov, P. Filzmoser:
"Comparing classical and robust sparse PCA";
Talk: International Conference on Soft Methods in Probability and Statistics SMPS2012,
Konstanz / Germany;
10-04-2012
- 10-06-2012.
-
M. Templ, A. Kowarik, B. Meindl, F. Fonteneau:
"Testing of IHSN C++ Code and Inclusion of New Methods into sdcMicro";
Talk: Konferenz: Privacy in Statistical Databases (PSD 2012),
Palermo/ Sizilien/ Italien;
09-26-2012
- 09-28-2012.
-
C. Poirier, M. Templ:
"Introduction to Topic v - Software & Tools for Data Editing and Imputation";
Talk: Conference of European Statisticians,
Oslo / Norwegen;
09-25-2012.
-
A. Alfons, C. Croux, P. Filzmoser:
"A projection-pursuit algorithm for robust maximum correlation estimators";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012.
-
R. Boubela, K. Kalcher, W. Huf, E. Moser, C. Windischberger, P. Filzmoser:
"A highly parallelized statistical analysis of fMRI data in R";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012.
-
M. Gschwandtner, P. Filzmoser:
"Outlier detection by the use of the regularized MCD estimator";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012.
-
K. Hron, P. Filzmoser:
"Classical and robust correlation analysis of compositional data";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012.
-
F. Schroeder, A Braumann, P. Filzmoser:
"Robust variable selection for linear regression models with compositional data";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012.
-
M. Templ, V. Todorov:
"Tutorium: R für Statistische Organisationen";
Talk: Statistische Woche 2012,
TU Wien (invited);
09-18-2012
- 09-21-2012.
-
V. Todorov, P. Filzmoser:
"Sparse and robust partial least squares regression";
Talk: Statistische Woche 2012,
TU Wien;
09-18-2012
- 09-21-2012.
-
M. Templ, B. Meindl, A. Kowarik:
"Statistical Disclosure Control Using sdcMicro and sdcMicroGUI";
Talk: OECD, Workshop on SDC,
Paris (invited);
08-12-2012.
-
A. Alfons, C. Croux, P. Filzmoser:
"Robust maximum correlation based on projection pursuit";
Talk: International Conference on Robust Statistics,
Burlington / Vermont / USA (invited);
08-05-2012
- 08-10-2012.
-
P. Filzmoser, N. Neykov, P. Neytchev:
"Robust ultrahigh-dimensional variable selection through trimming";
Talk: International Conference on Robust Statistics,
Burlington / Vermont / USA (invited);
08-05-2012
- 08-10-2012.
-
V. Todorov, P. Filzmoser:
"rrcovHD: Moving rrcov to high dimensions";
Talk: International Conference on Robust Statistics,
Burlington / Vermont / USA (invited);
08-05-2012
- 08-10-2012.
-
M. Templ, A. Kowarik, B. Hulliger:
"Visualization of Complex Statistical Information in Maps: The Checkerplot";
Talk: Joint Statistical Meeting,
San Diego (invited);
07-28-2012
- 08-02-2012.
-
B. Liebmann, R. Todeschini, V. Cansonni, P. Filzmoser, K. Varmuza:
"Variable selection by the LASSO method";
Poster: Conference on Chemometrics in Analytic Chemistry,
Budapest / Hungary;
06-28-2012.
-
G. Endel, N. Pfeffer, I. Wilbacher, P. Filzmoser, F. Endel, A. Eisl, W. Dorda, G. Duftschmid, W. Grossmann, E. Schober, T. Waldhör:
"Burden of disease of Diabetes Mellitus - consequences for capacity planning";
Talk: 9th HTAi Annual Meeting. HTA in Integrated Care for a Patient Centered System,
Bilbao / Spain;
06-26-2012.
-
P. Filzmoser, M. Gschwandtner, V. Todorov:
"Sparse statistical methods: theory, applications, software";
Talk: ECO Summer School,
Verona / Italy (invited);
06-14-2012.
-
P. Filzmoser, K. Hron:
"Compositional data analysis: challenges for environment sciences";
Talk: University Venice,
Venice / Italy (invited);
06-13-2012.
-
P. Filzmoser, C. Croux, H. Fritz:
"Robust Sparse Principal Component Analysis";
Talk: Austrian Statistical Society,
Vienna (invited);
06-04-2012.
-
M. Templ, T. Burg:
"Methodische Entwicklungen im Bereich Indikatorschätzung - Ausgewählte Resultate aus dem Projekt AMELI";
Talk: Seminar, Statistik Austria,
Wien;
03-28-2012.
-
M. Templ:
"Von Erhebungsdaten zur Erkenntnis (Habilitationsvorstellung)";
Talk: Habilitationsvorstellung,
TU Wien (invited);
03-20-2012.
-
P. Filzmoser, A. Ruiz-Gazen, C. Thomas-Agnan:
"Identification of local multivariate outliers";
Talk: Workshop on Statistical Methods for Dependent Data,
Witten / Germany (invited);
02-29-2012.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Robust estimation in high demensional GLMs through trimming";
Talk: Workshop on Statistical Methods for Dependent Data,
Witten / Germany (invited);
02-27-2012.
-
P. Filzmoser, M. Gschwandtner, V. Todorov:
"Review of sparse methods in regression and classification with application to chemometrics";
Talk: Seminar at the National Insitute of Chemistry,
Ljubljana / Slovenia (invited);
02-01-2012.
-
P. Filzmoser:
"Finding relevant descriptors";
Talk: Workshop "Molecular Descriptors",
Wien (invited);
12-05-2011.
-
B. Meindl, M. Templ:
"A computational framework to protect tabular data - R-package sdcTable";
Talk: Conference of European Statisticians in Tarragona, Joint UNECE/Eurostat work session on statistical data confidentiality,
Spanien (invited);
10-26-2011
- 10-28-2011.
-
G. Dinges, A. Kowarik, B. Meindl, M. Templ:
"Statistikunterricht interaktiv mit TGUI (Teaching Graphical User Interface)";
Talk: Tag der amtlichen Statistik,
Wien (invited);
10-20-2011.
-
P. Filzmoser:
"Analyzing high-dimensional data, with application to chemometrics";
Talk: University of Valladolid,
Spanien (invited);
10-20-2011.
-
P. Filzmoser:
"Sparse regression and classification methods for high-dimensional data";
Talk: University of Valladolid,
Spanien;
10-20-2011.
-
P. Filzmoser:
"Regression and classification methods for high-dimensional data with application to chemometrics";
Talk: Conferencias Statistical Robustness,
Oviedo (invited);
10-17-2011.
-
P. Filzmoser:
"Sparse multivariate methods for high-dimensional data";
Talk: 7th International Symposium on Computer Applications and Chemometrics in Analytical Chemistry,
Sümeg (invited);
09-19-2011.
-
F. Endel, G. Endel, P. Filzmoser, B. Weibold, H. Katschnig:
"Health service record linkage in a situation of multiple social health insurance institutions: the case of Austria";
Talk: SHIP Biennial Conference,
St Andrews;
09-10-2011.
-
H. Katschnig, G. Endel, F. Endel, P. Filzmoser, B. Weibold:
"Identifying psychiatric patients' pathways of care: linking service use data for psychiatric and non-psychiatric services for the total population of a province of Austria";
Talk: SHIP Biennial Conference,
St Andrews;
09-10-2011.
-
M. Templ, A. Kowarik, P. Filzmoser, A. Alfons:
"A computational and methodological framework for visualisation and imputation of missing values: the R-package VIM";
Talk: Statistische Tage 2011,
Graz;
09-09-2011.
-
P. Filzmoser:
"Robust sparse principal component analysis";
Talk: Statistische Tage 2011,
Graz;
09-08-2011.
-
M. Gschwandtner, P. Filzmoser, C. Croux, G. Haesbroeck:
"A robust approach to regularized discriminant analysis";
Talk: Statistische Tage 2011,
Graz;
09-08-2011.
-
V. Todorov, P. Filzmoser:
"Sparse and robust methods for discrimination in high dimensions";
Talk: Statistische Tage 2011,
Graz;
09-08-2011.
-
R. Dutter:
"Applied Geostatistics with R";
Talk: Annual Conference of the International Association for Mathematical Geosciences,
Salzburg (invited);
09-05-2011.
-
M. Templ, A. Alfons, P. Filzmoser:
"Robust semi-parametric estimation of economic and social indicators";
Talk: 58th Session of the ISI Conference,
Dublin (invited);
08-26-2011.
-
K. Hron, P. Filzmoser:
"Linear regression with compositional explanatory variables using the logratio approach";
Talk: International Conference of Probability and Statistics,
Smolenice;
07-05-2011.
-
P. Filzmoser, C. Croux, H. Fritz:
"Robust sparse principal component analysis based on projection-pursuit";
Talk: International Conference on Robust Statistics in Valladolid,
Spanien (invited);
06-28-2011.
-
C. Pascoal, M.R. Oliveira, P. Filzmoser, A. Pacheco, R. Valadas:
"A new approach for variable selection in robust PCA, applied to anomaly detection in internet traffic flows";
Talk: International Conference on Robust Statistics in Valladolid,
Spanien;
06-28-2011.
-
N. Neykov, P. Cizek, P. Filzmoser, P. Neytchev:
"Robust quantile regression estimator through trimming";
Talk: International Conference on Robust Statistics in Valladolid,
Spanien;
06-27-2011.
-
V. Todorov, N. Trendafilov, P. Filzmoser:
"Sparse methods for robust discrimination in high dimensions";
Talk: International Conference on Robust Statistics in Valladolid,
Spanien;
06-27-2011.
-
P. Filzmoser:
"Robust statistics: Concepts, methods, applications, and computation";
Talk: SEAMS-GMU 2011 International Conference on Mathematics and Its Applications,
Yogyakarta (invited);
06-12-2011
- 06-15-2011.
-
P. Filzmoser:
"Multivariate statistics using R";
Talk: University of Salatiga,
Indonesia (invited);
06-11-2011
- 06-12-2011.
-
W. Berger, H. Piringer, P. Filzmoser, E. Gröller:
"Uncertainty-Aware Exploration of Continuous Parameter Spaces Using Multivariate Prediction";
Talk: EuroVis 2011,
Bergen, Norway;
05-31-2011
- 06-03-2011.
-
A. Alfons, P. Filzmoser:
"Robust variable selection with application in the social sciences";
Talk: Dutch/Flemish Classification Society Spring Meeting,
Antwerpen;
05-13-2011.
-
M. Templ:
"New methods and software for data editing";
Talk: UNECE worksession on statistical data editing,
Ljubljana (invited);
05-09-2011
- 05-11-2011.
-
P. Filzmoser, K. Hron:
"Robuste multivariate Methoden für die Analyse von Kompositionsdaten";
Poster: Workshop TU Dresden - TU Wien,
Dresden (invited);
03-17-2011.
-
M. Templ:
"Presenting Aggregated Information in Maps and Tables: Visualization Suggestions from the AMELI Project";
Talk: University of Applied Sciences, Northwestern Switzerland,
Olten;
03-15-2011.
-
K. Hron, P. Filzmoser:
"Mathematical elements in robust statistics for CoDa";
Talk: Congress of the Spanish Royal Mathematical Society,
Avila (invited);
02-01-2011
- 02-05-2011.
-
M. Templ, A. Alfons:
"Statistical microsimulations with complex surveys and application to social inclusion indicators";
Talk: Diskussionsforum Junge Statistik,
Wien;
12-02-2010.
-
M. Templ, A. Alfons:
"Survey methodology and simulation in R. Possibilities and new methods";
Talk: Foschungsseminar des Instituts für Angewandte Statistik der Johannes Kepler Universität Linz,
Linz;
11-18-2010.
-
M. Templ, A. Alfons:
"Armutsschätzung auf das Intervall gebracht. Innovationen aus Wien im Zuge des AMELI Projekts";
Talk: Österreichische Statistiktage 2010,
Wien;
10-22-2010.
-
P. Filzmoser:
"Robust multivariate methods for high-dimensional data";
Talk: Chemometrics in Analytical Chemistry (CAC 2010),
Antwerpen (invited);
10-20-2010.
-
A. Alfons, M. Templ, P. Filzmoser:
"Pareto tail modeling for social inclusion indicators";
Talk: 6th AMELI Meeting,
Trier (invited);
10-04-2010.
-
H. Katschnig, G. Endel, F. Endel, P. Filzmoser, B. Weibold:
"Identifying psychiatric patients' pathways through the health care system by record linkage after pseudonymisation";
Talk: 26th PCSI annual conference,
München;
09-17-2010.
-
N. Pfeffer, A. Eisl, F. Endel, P. Filzmoser, C. Scholler, A. Weisser:
"Identification of diagnose-related procedure bundles in outpatient care using statistical methods";
Talk: 26th PCSI annual conference,
München;
09-17-2010.
-
A. Weisser, F. Endel, G. Endel, P. Filzmoser:
"Results of the project ATC-ICD";
Talk: 26th PCSI annual conference,
München;
09-17-2010.
-
K. Hron, P. Filzmoser:
"Robust regression for compositional data";
Talk: International Conference on Robust Statistics,
Prag;
06-29-2010.
-
N. Neykov, P. Filzmoser, P. Neytchev:
"Robust joint modeling of the mean and dispersion through trimming";
Talk: International Conference on Robust Statistics,
Prag;
06-29-2010.
-
V. Todorov, P. Filzmoser:
"Robust discrimination in high dimensions";
Talk: International Conference on Robust Statistics,
Prag;
06-29-2010.
-
R. Dutter, A. Zainzinger, A. Alfons:
"DAS+R: A graphical user interface for multivariate data analysis in R";
Talk: Chemometrics Workshop,
Wien;
06-28-2010.
-
P. Filzmoser:
"The "chemometrics" package in R - Application in multivariate calibration and classification";
Talk: Chemometrics Workshop,
Wien (invited);
06-28-2010.
-
M. Templ:
"Automatische Generierung von Reports mit LaTeX und R";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien (invited);
05-27-2010
- 05-28-2010.
-
M. Templ:
"Discussion Points for the Panel Session on Future Direction in Data Analysis and Visualization";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien (invited);
05-27-2010
- 05-28-2010.
-
M. Templ:
"R für Lehrende";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien (invited);
05-27-2010
- 05-28-2010.
-
M. Templ, A. Haslinger:
"Opening of the EDAVIS workshop";
Talk: Workshop on Exploratory Data Analysis and Visualization,
Wien (invited);
05-27-2010
- 05-28-2010.
-
M. Templ, A. Kowarik, P. Filzmoser:
"IRMI: An open-source solution for imputation of complex data using robust methods";
Talk: European Conference on Quality in Official Statistics 2010,
Helsinki;
05-05-2010.
-
P. Filzmoser:
"Robust multivariate methods for compositional data";
Talk: DAGStat 2010,
Dortmund (invited);
03-23-2010
- 03-26-2010.
-
R. Wieser, H. Filzmoser, P. Filzmoser, A. Alfons, W. E. Baaske, W. Mader:
"How to improve the Quality of Life in Central European Municipalities";
Talk: International Conference on Indicators and Survey Methodology,
Wien;
02-26-2010.
-
M. Templ:
"Closing remarks for the International Conference on Indicators and Survey Methodology";
Talk: International Conference on Indicators and Survey Methodology,
Wien (invited);
02-25-2010.
-
M. Templ:
"Opening of the International Conference on Indicators and Survey Methodology";
Talk: Intenational Conference on Indicators and Survey Methodology,
Wien (invited);
02-25-2010.
-
A. Alfons, M. Templ, P. Filzmoser:
"Application of the R package simFrame for statistical simulation to EU-SILC";
Talk: 4th AMELI Meeting,
Wien (invited);
02-24-2010.
-
A. Meraner, M. Templ, P. Filzmoser:
"Outlier Detection for Semi-continuous Variables";
Talk: AMELI Meeting in Wien,
Wien (invited);
02-24-2010.
-
M. Templ, G. Dinges, B. Meindl, A. Kowarik:
"New ways of lecturing: Statistics Austria's experience and Vienna University of Technology's interest on a Master programme";
Talk: University of Southhampton,
United Kingdom (invited);
02-24-2010.
-
S. Zechner, P. Filzmoser, M. Templ, A. Alfons:
"Visualization of Indicators in R with application to EUSILC";
Talk: 4th AMELI Meeting,
Wien (invited);
02-24-2010.
-
A. Alfons, M. Templ, P. Filzmoser:
"Text Von Andi";
Talk: AMELI Meeting in Wien,
Wien (invited);
02-23-2010.
-
M. Templ, A. Alfons:
"A short overview of the simulation facilities included in Deliverable 6.1";
Talk: AMELI Meeting in Wien,
Wien (invited);
02-23-2010.
-
P. Filzmoser:
"Statistische Analyse von Kompositionsdaten";
Talk: Institut für Statistik,
Graz (invited);
11-20-2009.
-
M. Templ:
"Visualisierung von fehlenden Werten";
Talk: 18. Wissenschaftliches Kolloquium über Informationsvisualisierung,
Wiesbaden (invited);
11-20-2009.
-
M. Templ:
"Detection of Outliers and their Influence";
Talk: Data validation Day,
Luxemburg (invited);
11-18-2009.
-
M. Templ:
"Open-source software versus close-source software strategy for statistical disclosure control";
Talk: ESSnet Meeting,
Rom (invited);
11-04-2009.
-
R. Boubela, P. Filzmoser, H Piringer:
"Visplore and R: a symbiosis of powerfull visualization and statistical processing";
Talk: Young Statisticians Meeting,
Triest (invited);
10-17-2009.
-
B. Meindl, M. Templ, A. Haslinger:
"Confidentiality issues at Statistics Austria";
Talk: Meeting on methodological work in Statistics Austria and Statistics New Zeeland,
Wien (invited);
10-15-2009.
-
G. Dinges, A. Kowarik, B. Meindl, M. Templ:
"Neue Wege der Kursgestaltung";
Talk: Meeting des Bereiches Register, Klassifikation und Methodik, Statistik Austria,
Wien (invited);
10-12-2009.
-
P. Filzmoser:
"Applied Environmental Statistics with Focus on Exploratory Data Analysis";
Talk: IASC-ERS Summer School on Computational Aspects in Environmental Statistics,
Pamporovo (invited);
09-07-2009.
-
P. Filzmoser:
"Statistical Practices for Environmental Monitoring";
Talk: 57th Session of the International Statistical Institute,
Durban (invited);
08-18-2009.
-
R. Boubela, P. Filzmoser, H Piringer:
"Integrating R into the InfoVis System Visplore";
Talk: useR! 2009,
Rennes;
07-08-2009.
-
M. Templ:
"Die Verwendung von Mikrodaten in der wissenschaftlichen Lehre";
Talk: Workshop bei der Statistik Austria,
Wien;
06-17-2009.
-
M. Templ, A. Alfons:
"Die Verwendung von Mikrodaten in der wissenschaftlichen Lehre";
Talk: Workshop zur Nutzung von SDS in der wissenschaftlichen Lehre,
Wien (invited);
06-17-2009.
-
A. Alfons, M. Templ:
"Design-based simulation using the R-package simFrame";
Talk: 3rd AMELI meeting,
Olten (invited);
06-05-2009.
-
A. Alfons, M. Templ, P. Filzmoser:
"State-of-the-Art and recent developments in Visualisation of Missing Values and Indicators";
Talk: 3rd AMELI meeting,
Olten (invited);
06-05-2009.
-
S. Kraft, P. Filzmoser, M. Templ:
"Simulation of a Population for the European Living and Income Conditions Survey";
Talk: 3rd AMELI meeting,
Olten (invited);
06-05-2009.
-
M. Templ, J. Holzer, P. Filzmoser, A. Alfons:
"Robust methods for the estimation of selected Laeken indicators";
Talk: 3rd AMELI meeting,
Olten (invited);
06-04-2009.
-
M. Templ, A. Kowarik:
"Robust Imputation of data consisting of nominal, ordinal, semi-continuous and continuous variables or compositional data";
Talk: 3rd AMELI meeting,
Olten (invited);
06-04-2009.
-
P. Filzmoser:
"Robust Statistics: Concepts, Methods, Applications, and Software";
Talk: COST Spring School,
Mieres (invited);
05-19-2009.
-
P. Filzmoser:
"Robust Exploratory Factor Analysis as a Reliable Statistical Tool in IS Research";
Talk: KIMEP International Research Conference,
Almaty;
04-24-2009.
-
H. Filzmoser, P. Filzmoser:
"ErfolgsVision: Ergebnisdarstellung";
Talk: Workshop: Erfolgsfaktoren für Gemeinden,
Bad Zell (invited);
02-26-2009.
-
P. Filzmoser:
"ErfolgsVision: Statistische Methodik";
Talk: Workshop: Erfolgsfaktoren für Gemeinden,
Bad Zell (invited);
02-26-2009.
-
R. Dutter:
"A Graphical User Interface for Environmental Statistics";
Talk: Workshop "R" in Teaching and Empirical Research,
Wien (invited);
01-16-2009.
-
P. Filzmoser:
"Exploratory Data Analysis und Visualization with R";
Talk: Workshop "R" in Teaching and Empirical Research,
Wien (invited);
01-16-2009.
-
M. Templ:
"Teaching Statistics with R : Beyond E-Learning Systems";
Talk: Workshop "R" in Teaching and Empirical Research,
Wien (invited);
01-16-2009.
-
A. Alfons, M. Templ, P. Filzmoser:
"Visualization Software for EU-SILC Data and Laeken Indicators";
Talk: AMELI Meeting,
Wiesbaden (invited);
11-07-2008.
-
S. Kraft, M. Templ, P. Filzmoser:
"Simulation";
Talk: AMELI Meeting,
Wiesbaden;
11-07-2008.
-
M. Templ, A. Alfons, P. Filzmoser:
"Recent Developments in Visualization : Focus on Missing Values and Maps";
Talk: AMELI Meeting,
Wiesbaden;
11-07-2008.
-
M. Templ, J. Holzer:
"Several Aspects about Robustness in the AMELI Project";
Talk: AMELI Meeting,
Wiesbaden;
11-06-2008.
-
A. Alfons, M. Templ, P. Filzmoser:
"Complex Survey Data Sets: Visualization of Missing Values in R";
Talk: Young European Statisticians Workshop,
Eindhoven (invited);
10-07-2008.
-
M. Templ:
"Statistik Wozu? Einige moderne Anwendungen.";
Talk: Welcome Day 2008,
Wien;
10-01-2008.
-
M. Templ, B. Meindl:
"Robust Statistics Meets SDC";
Talk: Privacy in Statistical Databases,
Istanbul;
09-26-2008.
-
M. Templ, B. Meindl:
"Robustification of Microdata Masking Methods";
Talk: Privacy in Statistical Databases,
Istanbul;
09-25-2008.
-
W. E. Baaske, P. Filzmoser, W. Mader, R. Wieser:
"Landwirtschaft als Erfolgsfaktor für Kommunen? Ergebnisse aus Bevölkerungsbefragungen in Bürgerbeteiligungsprozessen";
Talk: ÖGA-Jahrestagung 2008,
Wien;
09-18-2008.
-
P. Filzmoser:
"Robust statistics: a clever approach for using the useful data information";
Talk: 4th International Symposium on Computer Applications and Chemometrics in Analytical Chemistry,
Balatonalmadi;
09-01-2008.
-
P. Filzmoser:
"Defining background: Which statistical method ? Outliers versus extreme values";
Talk: Eurosoil 2008,
Wien (invited);
08-27-2008.
-
P. Filzmoser:
"Robust fitting of mixtures: The approach based on the Trimmed Likelihood Estimator";
Talk: The 32nd Annual Conference of the German Classification Society,
Hamburg;
07-18-2008.
-
P. Filzmoser, A. Ruiz-Gazen, C. Thomas-Agnan, C. Reimann:
"Tools for local multivariate outlier detection";
Talk: 1st Workshop of the ERCIM Working Group on Computing and Statistics,
Neuchatel (invited);
06-20-2008.
-
M. Templ:
"Simulation Study and the Generation of Universes";
Talk: AMELI kick-off meeting,
Neuchatel (invited);
04-17-2008
- 04-18-2008.
-
M. Templ, P. Filzmoser:
"Visualization and the use of R-Forge for collaborative research projects";
Talk: AMELI kick-off meeting,
Neuchatel (invited);
04-17-2008
- 04-18-2008.
-
C. Reimann, P. Filzmoser:
"Principal Component Analysis (PCA) and Factor Analysis (FA) with geochemical data: problems and possibilities";
Talk: Seminar or the Norwegian Geological Survey,
Trondheim (invited);
03-17-2008.
-
M. Templ, P. Filzmoser, C. Reimann:
"Cluster Analysis: Data preparation? Which algorithm? How many clusters?";
Talk: Lifestat 2008,
München (invited);
03-12-2008.
-
P. Filzmoser:
"Outlier Identification and Robust PCA for Compositional Data";
Talk: Seminar of the Statistics Department, Belarusian State University,
Minsk (invited);
03-11-2008.
-
P. Filzmoser:
"Robustness for Compositional Data";
Talk: Seminar für Statistik,
Dortmund (invited);
11-27-2007.
-
R. Dutter:
"DAS+R Data Analysis and R";
Talk: International Workshop on Robust Statistics and R,
Banff (invited);
11-02-2007.
-
R. Dutter:
"Robust Descriptive Statistics";
Talk: International Workshop on Robust Statistics and R,
Banff (invited);
11-01-2007.
-
P. Filzmoser:
"Package mvoutlier for Multivariate Outlier Detection";
Talk: International Workshop on Robust Statistics and R,
Banff (invited);
11-01-2007.
-
H. Fritz, P. Filzmoser, M. Templ:
"Robust Estimation of Missing Values";
Talk: International Workshop on Robust Statistics and R,
Banff (invited);
11-01-2007.
-
M. Templ:
"Statistical disclosure control (SDC) in R: Generation of anonymized data for researchers and the relation to robust statistics";
Talk: International Workshop on Robust Statistics and R,
Banff (invited);
11-01-2007.
-
P. Filzmoser, C. Reimann, A. Ruiz-Gazen, C. Thomas-Agnan:
"Exploratory Tools for Spatial Multivariate Outlier Detection";
Talk: International Conference on Robust Statistics (ICORS 2007),
Buenos Aires (invited);
09-17-2007.
-
M. Templ, P. Filzmoser, C. Reimann:
"Problems and Possibilities of Cluster Analysis: Application on Geochemical Data";
Talk: ROeS Seminar 2007,
Bern (invited);
09-10-2007.
-
R. Dutter:
"Using a Graphical Interface for Data Analysis with R";
Talk: Robust and Nonparametric Inference,
Hejnice;
09-06-2007.
-
K. Hron, P. Filzmoser:
"Outlier Detection for Compositional Data and Applications to Environmetrics";
Talk: TIES 2007, 18th annual meeting of the International Environmetrics Society,
Mikulov;
08-16-2007.
-
M. Templ, P. Filzmoser:
"Visualisation of Missing Values and Robust Imputation in Environmental Surveys";
Talk: TIES 2007, 18th annual meeting of the International Environmetrics Society,
Mikulov (invited);
08-16-2007.
-
V. Todorov, P. Filzmoser:
"Robust Statistic for the One-way MANOVA";
Talk: TIES 2007, 18th annual meeting of the International Environmetrics Society,
Mikulov;
08-16-2007.
-
P. Filzmoser:
"Robust Principal Components";
Talk: Jubilee International Conference 60 years Institute of Mathematics and Informatics, Bulgarian Academy of Sciences,
Sofia (invited);
07-08-2007.
-
P. Filzmoser:
"Data Quality Issues for Statistical Methods";
Talk: 11th Meeting of CEN/TG 230/WG 2,
Wien (invited);
06-12-2007.
-
P. Filzmoser:
"Robuste Schätzung am Beispiel von Hauptkomponentenanalyse";
Talk: Seminar of the Department of Mathematical Stochastics,
Dresden (invited);
06-08-2007.
-
A. Ruiz-Gazen, C. Thomas-Agnan, P. Filzmoser, R. Reimann:
"Exploratory Tools for Spatial Multivariate Outlier Detection";
Talk: 6th Spatial Econometrics and Statistics Workshop,
Dijon;
06-05-2007.
-
P. Filzmoser:
"Robust PCA for Flat Data";
Talk: International Workshop on Computational and Financial Econometrics,
Genf (invited);
04-20-2007.
-
P. Filzmoser:
"Robustness for Large Data Sets: New Challenges in High Dimension";
Talk: Seminar of the Department of Statistics, Univ. Toulouse I,
Toulouse (invited);
01-10-2007.
-
P. Filzmoser:
"Outlier Detection in Very High Dimension";
Talk: University of Liege,
Belgien (invited);
11-24-2006.
-
P. Filzmoser:
"What can Robust Statistics Offer for Practice?";
Talk: Geological Survey of Norway,
Trondheim (invited);
10-27-2006.
-
M. Templ, G. Dinges:
"Motivation zur Statistik: Computergestütztes Lernen in der Statistik Austria";
Talk: Austrian Statistical Society,
Vienna;
10-05-2006.
-
M. Templ:
"Statistical Data Disclosure: Methods and Software Development";
Talk: Charles University,
Prag (invited);
10-04-2006.
-
P. Filzmoser:
"Analysing Multivariate Data: Methods and their Piftalls";
Talk: Arsenal Research,
Wien (invited);
09-11-2006.
-
P. Filzmoser:
"Outlier Identification in High Dimensions";
Talk: International Conference on Robust Statistics (ICORS 2006),
Lissabon (invited);
07-06-2006.
-
P. Filzmoser:
"Outlier Detection with Application to Geochemistry";
Talk: The R User Conference 2006,
Wien;
06-16-2006.
-
M. Templ, P. Filzmoser:
"Stability of Cluster Analysis";
Talk: The R User Conference 2006,
Wien (invited);
06-16-2006.
-
R. Dutter:
"Data Analysis System with Graphical Interface";
Talk: The R User Conference 2006,
Wien (invited);
06-15-2006.
-
P. Filzmoser:
"Extremwerte oder Ausreißer";
Talk: Seminar of Department of Applied Statistics,
Linz (invited);
03-16-2006.
-
P. Filzmoser:
"Outliers or Extremes";
Talk: Seminar of Department of Applied Statistics,
Leuven (invited);
02-08-2006.
-
P. Filzmoser:
"Projection Pursuit Algorithms for Robust Multivariate Methods";
Talk: Robust Classification and Discrimination with High Dimensional Data,
Florenz (invited);
01-27-2006.
-
P. Filzmoser:
"Robuste Statistik zur Erkennung multivariater Ausreißer";
Talk: Wissenwertes aus der Mathematik,
TU Wien (invited);
11-21-2005.
-
P. Filzmoser:
"Multivariate Outlier Detection with Application to Geochemistry";
Talk: Seminar of the Department of Statistics, Univ. Toulouse,
Toulouse (invited);
11-18-2005.
-
R. Dutter:
"Extension of the R Commander: DAS plus R";
Talk: International Workshop on Robust Statistics and R,
Treviso, Italy (invited);
10-27-2005.
-
P. Filzmoser:
"The Package pcaPP: PCA by Projection Pursuit";
Talk: International Workshop on Robust Statistics and R,
Treviso, Italy (invited);
10-27-2005.
-
R. Dutter:
"Development of a Data Analysis System in R, with Graphical Interface and Emphasis on Geostatistics";
Talk: International Workshop on Robust Statistics,
University of Aveiro, Portugal (invited);
10-14-2005.
-
P. Filzmoser:
"Analyzing Data with Robust Statistical Methods";
Talk: VRVis Center,
Vienna (invited);
10-13-2005.
-
R. Dutter:
"Development of a Data Analysis System in R, with Graphical Interface";
Talk: International Workshop on Robust Statistics,
Lissabon, Instituto Superior Tecnico (invited);
10-11-2005.
-
B. Spangl, R. Dutter:
"On Robust Spectral Density Estimation with Applications to the Analysis of Heart Rate Variability";
Poster: ROES-Seminar 2005,
Graz;
09-25-2005
- 09-29-2005.
-
P. Filzmoser:
"Multivariate und robuste Statistik in der Praxis";
Talk: Forum Junge Statistik,
Austrian Statistical Society, Vienna (invited);
09-01-2005.
-
P. Filzmoser:
"Partial Robust Regression versus Robust Partial Least Squares";
Talk: Perspectives in Modern Statistical Inference III,
Mikulov, Czech Republic (invited);
07-20-2005.
-
P. Filzmoser:
"Partial Robust M-Regression";
Talk: International Conference on Robust Statistics,
ICORS 2005, Jyväskylä (invited);
06-16-2005.
-
P. Filzmoser:
"The Projection Pursuit Approach for Robust Multivariate Analysis";
Talk: ISDS Kolloquium,
University of Vienna (invited);
05-09-2005.
-
P. Filzmoser:
"Statistical Analysis of Data from the MIDCC Project, Advanced Statistical Analysis";
Talk: Workshop MIDCC,
Mosonmagyarovar (invited);
02-22-2005.
-
R. Dutter:
"Robuste Schätzung von Spektraldichten";
Talk: Universität Dortmund,
Dortmund (invited);
12-07-2004.
-
R. Dutter:
"Robust Estimation of Power Spectra";
Talk: Karlsuniversität,
Prag (invited);
10-27-2004.
-
M. Templ:
"Using R for data disclosure";
Talk: Statistische Tage,
Wien;
10-01-2004.
-
P. Filzmoser:
"A Multivariate Outlier Detection Method";
Talk: Konferenz CDAM (Computer Data Analysis and Modeling),
Minsk (invited);
09-10-2004.
-
N. Neykov, P. Filzmoser, R. Dimova, P. Neytchev:
"Mixture of GLMs and the trimmed likelihood methodology";
Talk: Compstat 2004,
Prag;
08-23-2004
- 08-27-2004.
-
P. Filzmoser:
"An Adaptive Method for Multivariate Outlier Detection";
Talk: International Conference on Robust Statistics,
ICORS 2004, Beijing (invited);
07-13-2004.
-
P. Filzmoser:
"Partial Least Squares Regression";
Talk: Workshop "Robust Analysis of Large Data Sets",
Banff, Kanada (invited);
06-17-2004.
-
P. Filzmoser:
"Konzepte der robusten Statistik mit Anwendungen";
Talk: Seminarreihe von VRVis Center,
Wien (invited);
05-26-2004.
-
P. Filzmoser:
"Statistical Methods in Developing Quality Assessment Criteria";
Talk: Workshop "What's fishy about the Water Framework Directive?,
Stockholm (invited);
03-05-2004.
-
P. Filzmoser:
"Statistical Analysis of Data from the MIDCC Project";
Talk: Workshop MIDCC,
Mosonmagyarovar (invited);
02-11-2004.
-
P. Filzmoser:
"Maße für Assoziation basierend auf Projection Pursuit";
Talk: Österreichische Statistiktage 2003,
Wien;
10-30-2003.
-
M. Templ:
"Cluster Analysis und ihre Anwendung auf geochemische Daten";
Talk: Österreichische Statistiktage 2003,
Wien;
10-30-2003.
-
P. Filzmoser:
"A statistical method for finding indicators of water quality";
Talk: Symposium on "How to assess and monitor ecological quality in freshwaters,
Helsinki;
10-24-2003.
-
P. Filzmoser:
"Multivariate Outlier Detection and Visualization";
Talk: StatGIS 2003: Interfacing Geostatistics, GIS and Spatial Databases,
Pörtschach;
09-29-2003.
-
R. Dutter:
"Practical Aspects of Geostatistical Modeling. The Kola-Project";
Talk: StatGIS 2003: Interfacing Geostatistics, GIS and Spatial Databases,
Pörtschach, Kärnten;
09-03-2003.
-
P. Filzmoser:
"Measures of Association based on Projection Pursuit";
Talk: International Conference on Robust Statistics (ICORS 2003),
Antwerpen (invited);
07-14-2003.
-
R. Dutter:
"Practical Aspects of Geostatistical Modeling";
Talk: RMED'03: Workshop on Robust Modeling of Environmental Data,
Vorau;
07-09-2003.
-
P. Filzmoser:
"Univariate and Multivariate Outlier Detection with Application to Geochemical Data";
Talk: RMED'03: Workshop on Robust Modeling of Environmental Data,
Vorau;
07-09-2003.
-
M. Templ:
"Cluster analysis with application to geochemical data";
Talk: RMED'03: Workshop on Robust Modeling of Environmental Data,
Vorau;
07-09-2003.
-
P. Filzmoser:
"Robuste Faktorenanalyse und erweiterte Modelle";
Talk: Institut f. Ökonometrie, Operations Research und Systemtheorie,
TU-Wien (invited);
05-12-2003.
-
P. Filzmoser:
"Robust factor analysis and extended models";
Talk: Institut für Angewandte Mathematik, Masaryk Universität, Brno,
Brno (invited);
03-11-2003.
-
R. Dutter:
"Statistische Analyse von räumlichen Geochemiedaten: Das Kola-Projekt";
Talk: Wissenswertes aus der Mathematik, TU Wien,
Wien (invited);
12-16-2002.
-
P. Filzmoser:
"Robust estimation of the parameters in the FANOVA model";
Talk: Instituto Superior Tecnico Lisbon,
Lissabon (invited);
10-28-2002
- 11-03-2002.
-
P. Christodoulides, P. Filzmoser:
"Hauptebenenanalyse - eine Erweiterung der Hauptkomponentenanalyse";
Talk: Österreichische Statistiktage 2002,
Wien;
10-25-2002.
-
B. Kavsek, P. Filzmoser:
"PLS - Regression und ihre Anwendungen";
Talk: Österreichische Statistiktage 2002,
Wien;
10-25-2002.
-
J. Schöll:
"Clusteranalyse mit Zufallswegen";
Talk: Österreichische Statistiktage 2002,
Wien;
10-25-2002.
-
B. Spangl, R. Dutter:
"Analyse von Diabetes-Daten";
Talk: Österreichische Statistiktage 2002,
Wien;
10-23-2002.
-
P. Filzmoser:
"Robust fitting of additive and multiplicative models";
Talk: Universite Libre de Bruxelles,
Bruxelles (invited);
07-01-2002
- 07-07-2002.
-
P. Filzmoser:
"Dimension reduction of the explanatory variables in (robust) multiple linear regression";
Talk: XXII International Seminar on Stability Problems for Stochastic Models and Seminar on Statistical Data Analysis (SDA 2002),
Varna (invited);
05-25-2002
- 05-31-2002.
-
P. Filzmoser:
"Robust factor analysis";
Talk: International Conference on Robust Statistics,
ICORS 2002, Vancouver (invited);
05-10-2002
- 05-18-2002.
Patents
-
R. Kostadinova, N. Mumic, P. Filzmoser:
"Method and system to identify irregularities in the distribution of electronic files within provider networks";
Patent: USA,
No. 11,068,564 (2021-0073353-A1);
submitted: 05-18-2018,
granted: 07-20-2021.
Habilitation Theses
-
R. Deutsch:
"Benchmark Analysis for Joint-Action Data in Quantitative Environmental Risk Assessment";
TU Wien, Fak. f. Mathematik u. Geoinformation,
2016.
-
M. Templ:
"Methodological and Computational Developments for Pre-Processing and Dissemination of Survey Microdata";
TU Wien, Fakultät für Mathematik und Geoinformatik,
2012.
Doctor's Theses (authored and supervised)
-
U. Radojicic:
"Non-Gaussian Feature Extraction for Complex Data";
Supervisor, Reviewer: K. Nordhausen, U. Schmock, P. Ilmonen;
E105 - Institut für Stochastik und Wirtschaftsmathematik,
2021;
oral examination: 10-12-2021.
-
C. Mühlmann:
"Advances in blind source separation for spatial data";
Supervisor, Reviewer: K. Nordhausen, S. Hörmann, A. Ruiz-Gazen;
Institut für Stochastik und Wirtschaftsmathematik,
2021;
oral examination: 10-11-2021.
-
S. Perez-Fernandez:
"ROC curves for multivariate markers: decision rules and visualization.";
Supervisor, Reviewer: P. Filzmoser, P. Martinez-Camblor, N. Corral-Blanco;
Stochastik und Wirtschaftsmathematik,
2021;
oral examination: 02-05-2021.
-
M. Bögl:
"Visual Analysis of Periodic Time Series Data - Supporting Model Selection, Prediction, Imputation, and Outlier Detection Using Visual Analytics";
Supervisor, Reviewer: S. Miksch, P. Filzmoser, C. Turkay, R. Maciejewski;
Technische Universität Wien | Fakultät für Informatik | Institut für Visual Computing and Human-Centered Technology | E193,
2020;
oral examination: 11-27-2020.
-
D. Borchert:
"Data Science Methods to Decrease Experimental Efforts in Quality by Design Tasks";
Supervisor, Reviewer: C. Herwig, O. Spadiut, P. Filzmoser, N. Kockmann;
Institut für Verfahrenstechnik, Umwelttechnik und Technische Biowissenschaften,
2020;
oral examination: 09-15-2020.
-
J. Walach:
"Robust log-ratio methods for classifying high-dimensional metabolomics data";
Supervisor, Reviewer: P. Filzmoser, E. Fiserová, J. Westerhuis;
Institut f. Stochastik und Wirtschaftsmathematik,
2019;
oral examination: 03-19-2019.
-
F. Schroeder:
"Cost sensitive screening methods for binary classification";
Supervisor, Reviewer: P. Filzmoser, A Futschik, F. Frommlet;
Institut f. Stochastik und Wirtschaftsmathematik,
2018;
oral examination: 06-19-2018.
-
T. Zahel:
"Data Science Workflows for Biopharmaceutical Manufacturing Process Validation Stage 1";
Supervisor, Reviewer: C. Herwig, P. Filzmoser, G. Cornelissen;
Institut für Verfahrenstechnik, Umwelttechnik und Technische Biowissenschaften,
2018;
oral examination: 02-14-2018.
-
S. Brodinova:
"Robust statistical grouping methods for high-dimensional data";
Supervisor, Reviewer: P. Filzmoser, N. Neykov, A. Mayo-Iscar;
E105,
2017;
oral examination: 11-24-2017.
-
I. Hoffmann:
"Sparse and robust modeling for high=dimensional data";
Supervisor, Reviewer: P. Filzmoser, B. Walczak, T. Verdonck;
E105,
2017.
-
T. Ortner:
"Local projections for high-dimensional data analysis";
Supervisor, Reviewer: P. Filzmoser, M. Templ, M. Riani;
E105,
2017.
-
M.C. Mert:
"Theoretical and Practical Aspects in Compositional Data Analysis";
Supervisor, Reviewer: P. Filzmoser, K. Hron;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2016;
oral examination: 10-10-2016.
-
K. Hruzova:
"Economic applications of statistical analysis of compositional data";
Supervisor, Reviewer: K. Hron, M. Templ;
Department of Mathematical Analysis and Applications of Mathematics, Palace university Olomouc,
2016;
oral examination: 06-14-2016.
-
P. Kynčlová:
"Methodological contributions to compositional data analysis";
Supervisor, Reviewer: P. Filzmoser;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2016;
oral examination: 01-2016.
-
A. Kowarik:
"New Computational Tools and Methods for Official Statistics";
Supervisor, Reviewer: M. Templ, A. Quatember;
Institute of Statistics and Mathematical Methods in Economics,
2015;
oral examination: 04-27-2015.
-
B. Godsey:
"Probabilistic modeling of high-dimensional and high-throughput biological data";
Supervisor, Reviewer: P. Filzmoser, F. Frommlet;
E107 Institut für Statistik und Wahrscheinlichkeitstheorie,
2013;
oral examination: 11-28-2013.
-
K. Hron:
"Classical and robust statistical methods for a comprehensive statistical treatment of compositional data";
Supervisor, Reviewer: V. Pawlowsky-Glahn, R. Dutter, J. Antoch;
Palacky-Universität Olomouc,
2013;
oral examination: 05-30-2013.
-
G. Djuras:
"Generalized Poisson Models for Word Length Frequencies in Texts of Slavic Languages";
Supervisor, Reviewer: E. Stadlober, R. Dutter;
E107,
2012;
oral examination: 05-31-2012.
-
H. Fritz:
"Robust Clustering and Dimension Reduction: Methods, Algorithms and Implementation";
Supervisor, Reviewer: P. Filzmoser, F. Leisch;
E107,
2011.
-
A. Alfons:
"On statistical simulation and robust statistics with application to Laeken indicators and quality of life research";
Supervisor, Reviewer: P. Filzmoser, W. Grossmann;
E107,
2010;
oral examination: 11-29-2010.
-
B. Liebmann:
"Chemometric methods and near-infrared spectroscopy applied to bioenergy production";
Supervisor, Reviewer: A. Friedl, P. Filzmoser;
Institut für Verfahrenstechnik. Umwelttechnik und Technische Biowissenschaften,
2010;
oral examination: 10-11-2010.
-
M. Templ:
"New Developments in Statistical Disclosure Control and Imputation in Official Statistics";
Supervisor, Reviewer: P. Filzmoser, W. Grossmann;
E107,
2009;
oral examination: 05-11-2009.
-
V. Todorov:
"Multivariate robust statistics";
Supervisor, Reviewer: P. Filzmoser, F. Leisch;
E107,
2009.
-
B. Spangl:
"On robust spectral density optimation";
Supervisor, Reviewer: R. Dutter;
E107,
2008.
-
P. Christodoulides:
"Principal Plane Analysis: Introduction Criteria for the Simultaneous Extraction of Principal Planes";
Supervisor, Reviewer: P. Filzmoser, H. Strelec;
E107,
2003.
-
J. Schöll:
"Clusteranalyse mit Zufallswegen";
Supervisor, Reviewer: R. Dutter;
E107,
2002.
Diploma and Master Theses (authored and supervised)
-
B. Ronai:
"Evaluation of chemical and tribometrical data of engine oils by selected multivariate statistics";
Supervisor: G. Allmaier, K. Varmuza;
Institut für Chemische Technologien und Analytik,
2021;
final examination: 11-29-2021.
-
M. Mayrhofer:
"Explainable artificial intelligence methods for modeling categorical responses";
Supervisor: P. Filzmoser;
Stochastik und Wirtschaftsmathematik,
2021;
final examination: 10-21-2021.
-
S. Priselac:
"Outlier-robust logistic regression for imbalanced data";
Supervisor: P. Filzmoser;
Stochastik und Wirtschaftsmathematik,
2021;
final examination: 10-21-2021.
-
L. Neubauer:
"Robust functional principal component regression";
Supervisor: P. Filzmoser;
Stochastik und Wirtschaftsmathematik,
2021;
final examination: 10-19-2021.
-
A. Blatt:
"Sampling DNS Traffic: A Day in the Life of the .at-Zone";
Supervisor: M. Templ;
Institute of Statistics and Mathematical Methods in Economics,
2020;
final examination: 01-12-2021.
-
D. Guimaraes:
"Performance of survival models on predictive maintenance of construction machines";
Supervisor: P. Filzmoser;
Stochastik und Wirtschaftsmathematik,
2020;
final examination: 02-12-2020.
-
J. Lehner:
"Analysis and visualization of Vienna's parking enforcement data";
Supervisor: P. Filzmoser;
Stochastik und Wirtschaftsmathematik,
2020;
final examination: 01-20-2020.
-
G. Fischer:
"Blind source separation for compositional time series";
Supervisor: K. Nordhausen;
Institut für Stochastik und Wirtschaftsmathematik,
2020.
-
M. Hofbauer:
"Log-concave density estimation and its application in a use case in the semiconductor industry";
Supervisor: K. Nordhausen;
Institut für Stochastik und Wirtschaftsmathematik,
2020.
-
J. Degenfellner:
"Analysis of Bee Hive Data Using Robust Methods";
Supervisor: M. Templ;
Institute of Statistics and Mathematical Methods in Economics,
2019;
final examination: 06-19-2019.
-
J. Eder:
"Linear mixed models for digital music data.";
Supervisor: P. Filzmoser;
Statistics and Mathematical Methods in Economics,
2019;
final examination: 06-19-2019.
-
M. Gregorich:
"Detecting and Understanding Glioblastoma Multiforme Using Convolutional Neural Networks.";
Supervisor: P. Filzmoser;
Statistics and Mathematical Methods in Economics,
2019;
final examination: 06-13-2019.
-
R. Barbieri:
"Imputation of Missing Values: Deep Learning vs. Traditional Methods";
Supervisor: M. Templ;
Institute of Data Analysis and Process Design, ZHAW,
2019;
final examination: 02-13-2019.
-
L. Flumian:
"On stationary subspace analysis";
Supervisor: K. Nordhausen;
Institut für Stochastik und Wirtschaftsmathematik,
2019.
-
F. Böhm:
"Neuronale Netze und deren Verhalten bei unbalancierten Daten am Beispiel der Betrugserkennung in der KFZ-Versicherung";
Supervisor: P. Filzmoser;
Institut f. Stochastik und Wirtschaftsmathematik,
2018;
final examination: 10-16-2018.
-
M. Gregorich:
"A comparison of methods for causal inference with a rare binary outcome";
Supervisor: P. Filzmoser;
Institut f. Stochastik und Wirtschaftsmathematik,
2018;
final examination: 05-02-2018.
-
G. Heiler:
"Cost-based statistical methods for fraud detection";
Supervisor: P. Filzmoser;
Institut f. Stochastik und Wirtschaftsmathematik,
2018;
final examination: 04-11-2018.
-
M. Landauer:
"Dynamic Log File Analysis: An Unsupervised Cluster Evolution Approach for Anomaly Detection";
Supervisor: P. Filzmoser;
Institut f. Stochastik und Wirtschaftsmathematik,
2018;
final examination: 04-11-2018.
-
T. Trvdic:
"Personalizing the Austrian inflation rate";
Supervisor: P. Filzmoser;
Institut f. Stochastik und Wirtschaftsmathematik,
2018;
final examination: 03-01-2018.
-
M. Sohrabi:
"Statistical disclosure control: protection of confidential longitudinal data";
Supervisor: M. Templ;
Institut für Stochastik und Wirtschaftsmathematik,
2018;
final examination: 2018.
-
G. De Cilia:
"New computer-oriented teaching concepts in statistics";
Supervisor: M. Templ;
Institut für Stochastik und Wirtschaftsmathemati,
2018.
-
P. Bauer:
"Boosting classifications with imbalanced data";
Supervisor: P. Filzmoser;
E105,
2017.
-
C. El-Cheschin:
"Non-negative matrix factorization";
Supervisor: P. Filzmoser;
E105,
2017.
-
A. Kircher:
"Random Forest for Unbalanced Multiple-Class Classification";
Supervisor: P. Filzmoser;
E105,
2017.
-
A. Litzellachner:
"Detection of temporal patterns and events in time-dependent acceleration data";
Supervisor: P. Filzmoser;
E105,
2017.
-
R. Rentrop:
"Prognose der wirtschaftlichen Entwicklung deutscher Unternehmen mittels Machine Learning";
Supervisor: P. Filzmoser;
E105,
2017.
-
M. Weinauer:
"Analysis and forecasting of Austrian mortality data with methods of compositional data analysis";
Supervisor: M. Templ;
Instituts für Stochastik und Wirtschaftsmathematik,
2017.
-
S. Hödlmoser:
"One class classification of longitudinal data";
Supervisor: P. Filzmoser;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2016;
final examination: 01-2016.
-
N. Mumic:
"Outlier detection in predictive time series models";
Supervisor: P. Filzmoser;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2016;
final examination: 01-2016.
-
E. Mair:
"Generalized linear models with compositional data";
Supervisor: P. Filzmoser;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2015;
final examination: 11-23-2015.
-
J. Gussenbauer:
"Robust statistical methods for outlier detection with application to household expenditure data";
Supervisor: M. Templ;
Institute of Statistics & Mathematical Methods in Economics,
2015;
final examination: 10-28-2015.
-
S. Hackl:
"Random Forest Klassifikation bei unbalancierten Daten";
Supervisor: P. Filzmoser;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2015;
final examination: 10-12-2015.
-
D. Kepplinger:
"Discriminant analysis based on robust regularized covariance estimation";
Supervisor: P. Filzmoser;
E105 Institut für Stochastik und Wirtschaftsmathematik,
2015;
final examination: 06-10-2015.
-
M. Totter:
"Disclosure Risk Estimation for Survey Data";
Supervisor: M. Templ;
Institute of Statistics and Mathematical Methods in Economics,
2015.
-
I. Hoffmann:
"Linear discriminant analysis for high dimensional data";
Supervisor: P. Filzmoser;
E107 Institut für Statistik und Wahrscheinlichkeitstheorie,
2014.
-
T. Ortner:
"Multivariate statistische Analyse von Gesundheitsdaten österreichischer Sozialversicherungsträger";
Supervisor: P. Filzmoser;
E107 Institut für Statistik und Wahrscheinlichkeitstheorie,
2013;
final examination: 11-28-2013.
-
V. Puchner:
"Evaluierung von Methoden des Statistischen Matchings und ausgewählte SAE Methoden mit Anwendung auf Mikrozensus und EU-SILC";
Supervisor: M. Templ;
E107 Institut für Statistik und Wahrscheinlichkeitstheorie,
2013;
final examination: 11-2013.
-
G. Hlavin:
"Evaluation of penalized regression methods in chemometrics";
Supervisor: P. Filzmoser;
E107 Institut für Statistik und Wahrscheinlichkeitstheorie,
2013;
final examination: 10-17-2013.
-
J. Zehetgruber:
"Classical and Robust Regression for Compositional Data Analysis";
Supervisor: P. Filzmoser;
E107 Institut für Statistik und Wahrscheinlichkeitstheorie,
2013;
final examination: 06-12-2013.
-
M. Bögl:
"Visual Analytics for Time Series Analysis";
Supervisor: P. Filzmoser, S. Miksch, T. Lammarsch;
Institut für Statistik und Wahrscheinlichkeitstheorie,
2013;
final examination: 02-28-2013.
-
K. Geißler:
"The Synthetic Close-to-reality Employer-Employee Population: Simulation and Benchmarking Statistics";
Supervisor: P. Filzmoser, M. Templ;
E107 Institut fuer Statistik und Wahrscheinlichkeitstheorie,
2012;
final examination: 10-2012.
-
J.C. Martinez Avila:
"Statistical Analysis of High Dimensional Biomedical Data";
Supervisor: P. Filzmoser;
E107 Institut fuer Statistik und Wahrscheinlichkeitstheory,
2012;
final examination: 09-2012.
-
F. Schröder:
"Classification in High-dimensional Feature Spaces";
Supervisor: P. Filzmoser;
E107 Institut fuer Statistik und Wahrscheinlichkeitstheory,
2012;
final examination: 09-2012.
-
V. Öllerer:
"Imputation and Prediction of Multivariate Travel Time Data";
Supervisor: P. Filzmoser;
E107 Institut fuer Statistik und Wahrscheinlichkeitstheory,
2012;
final examination: 03-2012.
-
A. Appe:
"Statistical Classification of Multispectral Imaging Data";
Supervisor: P. Filzmoser;
E107 Institut fuer Statistik und Wahrscheinlichkeitstheory,
2012;
final examination: 02-2012.
-
W. Dirschmid:
"Mathematische Methoden zeitraffender Lebensdaueranalysen";
Supervisor: R. Viertl, P. Filzmoser;
E107 Institut fuer Statistik und Wahrscheinlichkeitstheory,
2012;
final examination: 01-10-2012.
-
S. Aklan:
"Development and Implementation of Statistical Indicators for the Assessment of Brain Tumors";
Supervisor: P. Filzmoser, M. Templ;
E107,
2012.
-
R. Boubela:
"Integration of Statistical Computing and Interactive Visualization in a Single Framework";
Supervisor: P. Filzmoser;
E107,
2010.
-
A. Meraner:
"Outlier Detection for Semi-continuous Variables";
Supervisor: P. Filzmoser, M. Templ;
E107,
2010.
-
A. Zainzinger:
"DAS+R: Subset Operations, Usage and graphical Data Representations";
Supervisor: R. Dutter;
E107,
2010.
-
S. Zechner:
"Visualization of Indicators in R with Application to EU-SILC";
Supervisor: P. Filzmoser, M. Templ;
E107,
2010.
-
J. Holzer:
"Robust methods for the estimation of selected Laeken indicators";
Supervisor: P. Filzmoser;
E107,
2009.
-
K. Kalcher:
"Meta-regression and Robustness";
Supervisor: P. Filzmoser;
E107,
2009.
-
S. Kraft:
"Simulation of a Population for the European Living and Income Conditions Survey";
Supervisor: P. Filzmoser;
E107,
2009.
-
A. Alfons:
"Principal Component Analysis and Factor Analysis in DAS+R";
Supervisor: R. Dutter;
E107,
2008.
-
F. Klinglmüller:
"Statistical Methods for Class-discovery and Analysis in Gene Expression Profiling Studies";
Supervisor: P. Filzmoser;
E107,
2008.
-
A. Kowarik:
"Fitting a Background Map to Spatial Data";
Supervisor: R. Dutter;
E107,
2008.
-
L. Seyfang:
"Heuristiken zur Variablenselektion bei hochdimensionalen Daten";
Supervisor: P. Filzmoser;
E107,
2008.
-
H. Fritz:
"Plausibility of databases and the relation to imputation methods";
Supervisor: P. Filzmoser;
E107,
2007.
-
J. Löffler:
"Mapping with DAS+R";
Supervisor: R. Dutter;
E107,
2007.
-
T. Lumplecker:
"Regression und Diskriminanzanalyse mit R";
Supervisor: P. Filzmoser;
E107,
2007.
-
B. Steiger:
"Statistical Analysis for Environmental Data with R";
Supervisor: P. Filzmoser;
E107,
2007.
-
C.-E. Cady:
"Four Robust Filtering Algorithms and Their Applications to Heart-rate Variability in Diabetes";
Supervisor: R. Dutter;
E107,
2005.
-
W. Matula:
"Development of DASPlus: A Data Analysis System for Windows 32 Platforms";
Supervisor: R. Dutter;
E107,
2005.
-
R. Brenner:
"Discriminant Analysis Applied to Geochemical Data";
Supervisor: P. Filzmoser;
E107,
2003.
-
M. Templ:
"Cluster Analysis with Application to Data from Geochemistry";
Supervisor: P. Filzmoser;
E107,
2003.
-
K. Berger:
"Statistical Analysis of Sleep-EEG Data";
Supervisor: P. Filzmoser;
E107,
2002.
-
A. Brenner:
"Multivariate Graphics: Implementation in DASPlus";
Supervisor: R. Dutter;
E107,
2002.
-
B. Kavsek:
"Partial Least Squares (PLS) Regression and its Robustification.";
Supervisor: P. Filzmoser;
E107,
2002.
-
B. Spangl:
"Analysing Diabetes Data";
Supervisor: R. Dutter;
107,
2002.
Scientific Reports
-
I. Rosian, A. Posekany:
"Olmesartan Mono-und Kombinationstherapien bei Patienten mit essentieller Hypertonie";
Report for Bundesamt für Gesundheit BAG;
2020.
-
A. Kowarik, B. Meindl, M. Templ:
"Generating a synthetic population data set for Mauritania";
Report No. 1,
2016;
10 pages.
-
S. Brodinova, T. Ortner, P. Filzmoser, M. Zaharieva, C. Breiteneder:
"Evaluation of Robust PCA for Supervised Audio Outlier Detection";
Report No. CS-2015-2,
2015;
18 pages.
-
R. Deutsch, W. Piegorsch:
"Simultaneous lower confidence bounds on benchmark dose profiles for joint-action continuous data";
Report No. CS-2015-3,
2015;
12 pages.
-
P. Filzmoser, J. Gussenbauer, M. Templ:
"Detecting outliers in household consumption survey data";
Report No. Deliverable 4. Contract with world bank (1157976),
2015;
85 pages.
-
P. Filzmoser, M. Templ, J. Gussenbauer:
"Short Overview on Outlier Detection Methods";
Report No. Deliverable 1 Contract with world bank (1157976),
2015;
35 pages.
-
I. Hoffmann, S. Serneels, P. Filzmoser, C. Croux:
"Sparse partial robust M-regression";
Report No. CS-2015-1,
2015;
20 pages.
-
K. Hron, A. Menafoglio, M. Templ, K. Hruzova, P. Filzmoser:
"Simplicial principal component analysis for density functions in Bayes spaces";
Report No. MOX-report 25/2014,
2014;
20 pages.
-
A. Kowarik, M. Templ, B. Meindl, F. Fontenau:
"Graphical user interface for package sdcMicro";
Report for International Household Survey Network (IHSN);
2014;
5 pages.
-
M. Templ, A. Kowarik, B. Meindl:
"Statistical Disclosure Control methods for anonymization of microdata and risk estimatio";
Report for International Household Survey Network (IHSN);
2014;
85 pages.
-
M. Templ, B. Meindl, A. Kowarik:
"Tutorial for sdcMicroGUI";
Report for International Household Survey Network (IHSN);
2014;
22 pages.
-
M. Templ, B. Meindl, A. Kowarik, S. Chen:
"Introduction to Statistical Disclosure Control (SDC)";
Report for International Household Survey Network;
Report No. IHSN Working Paper No 007,
2014;
20 pages.
-
A. Alfons, M. Templ:
"Estimation of Social Exclusion Indicators from Complex Surveys: The R Package Laeken";
Report for KU Leuven, Faculty of Business and Economics. Department of Decision Sciences and Information Management. Working Paper. KBI 1224;
2012;
32 pages.
-
B. Meindl, M. Templ:
"Analysis of commercial and free and open source solvers for linear optimization problems";
Report No. CS-2012-1,
2012;
13 pages.
-
V. Todorov, M. Templ:
"R in the Statistical Office: Part II";
Report for UNIDO United Nations Industrial Development Organization, Working Paper 01/2012;
2012;
90 pages.
-
A. Alfons, J. P. Burgard, P. Filzmoser, B. Hulliger, J.-P. Kolb, S. Kraft, R. Münnich, T. Schoch, M. Templ:
"The AMELI simulation study";
Report No. European Commission,FP7-SSH-2007-217322,WP6-D6.1,
2011;
39 pages.
-
A. Alfons, P. Filzmoser, B. Hulliger, J.-P. Kolb, S. Kraft, R. Münnich, M. Templ:
"Synthetic data generation of SILC";
Report No. European Commission,FP7-SSH-2007-217322,WP6-D6.2-3,
2011;
46 pages.
-
A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"The R package simFrame";
Report No. European Commission,FP7-SSH-2007-217322,WP6-D6.1-3,
2011;
14 pages.
-
A. Alfons, P. Filzmoser, S. Kraft, M. Templ, J.-P. Kolb, R. Münnich:
"Design-based simulations";
Report No. European Commission,FP7-SSH-2007-217322,WP6-D6.1-2,
2011;
9 pages.
-
A. Alfons, P. Filzmoser, A. Meraner, M. Templ:
"Robust distribution fitting";
Report No. European Commission,FP7-SSH-2007-217322,WP4-D4.1-3,
2011;
18 pages.
-
A. Alfons, P. Filzmoser, M. Templ:
"Summary of the State-of-the-art in visualisation of the European Laeken Indicators";
Report No. European Commission,FP7-SSH-2007-217322,WP1-D1.1-6,
2011;
16 pages.
-
A. Alfons, M. Templ:
"Missing data models for simulation";
Report No. European Commission,FP7-SSH-2007-217322,WP7-D7.1-5,
2011;
8 pages.
-
A. Alfons, M. Templ:
"Some issues in mapping: Projections and correlations on indicators in time";
Report No. European Commission,FP7-SSH-2007-217322,WP8-D8.2-4,
2011;
4 pages.
-
A. Alfons, M. Templ:
"Synthetic data generation";
Report No. European Commission,FP7-SSH-2007-217322,WP6-D6.2-2,
2011;
7 pages.
-
A. Alfons, M. Templ:
"The AAT-SILC data set";
Report No. European Commission,FP7-SSH-2007-217322,WP6-D6.2-3,
2011;
16 pages.
-
A. Alfons, M. Templ, P. Filzmoser:
"Applications of statistical simulation";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-2,
2011;
16 pages.
-
A. Alfons, M. Templ, P. Filzmoser:
"Robust semiparametric estimation of economic indicators from survey samples";
Report No. CS-2011-5,
2011;
15 pages.
-
A. Alfons, M. Templ, P. Filzmoser:
"Simulation of EU-SILC population data using simPopulation";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-3,
2011;
20 pages.
-
A. Alfons, M. Templ, P. Filzmoser, J. Holzer:
"Robust Pareto tail modeling for the estimation of indicators on social exclusion using the R package laeken";
Report No. CS-2011-2,
2011;
15 pages.
-
A. Alfons, M. Templ, P. Filzmoser, J. Holzer:
"Robust Pareto tail modeling with package laeken";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-6,
2011;
19 pages.
-
A. Alfons, M. Templ, P. Filzmoser, J. Holzer:
"Semi-parametric robust estimation";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP4-D4.2-3,
2011;
19 pages.
-
C. Croux, P. Filzmoser, H. Fritz:
"Robust sparse principal component analysis";
Report No. SM-2011-2,
2011.
-
P. Filzmoser, V. Todorov:
"Review of robust multivariate statistical methods in high dimension";
Report No. SM-2011-1,
2011.
-
M. Graf, A. Alfons, C. Bruch, P. Filzmoser, B. Hulliger, R. Lehtonen, B. Meindl, R. Münnich, T. Schoch, M. Templ, M. Valaste, A. Wenger, S. Zins:
"State-of-the-art of indicators on poverty and social exclusion the Laeken indicators";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP1-D1.1,
2011;
56 pages.
-
B. Hulliger, A. Alfons, C. Bruch, P. Filzmoser, M. Graf, J.-P. Kolb, R. Lehtonen, D. Lussmann, A. Meraner, R. Münnich, M. Myrskylä, D. Nedyalkova, T. Schoch, M. Templ, M. Valaste, A. Veijanen, S. Zins:
"Report on the simulation results";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP7-D7.1,
2011;
160 pages.
-
B. Hulliger, A. Alfons, C. Bruch, P. Filzmoser, M. Graf, J.-P. Kolb, R. Lehtonen, D. Lussmann, A. Meraner, R. Münnich, M. Myrskylä, D. Nedyalkova, T. Schoch, M. Templ, M. Valaste, A. Veijanen, S. Zins:
"Report on the simulation results: Appendix";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP7-D7.1-App,
2011;
875 pages.
-
B. Hulliger, A. Alfons, P. Filzmoser, A. Meraner, T. Schoch, M. Templ:
"R programmes for robust procedures including manual";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP4-D4.1,
2011;
144 pages.
-
B. Hulliger, A. Alfons, P. Filzmoser, A. Meraner, T. Schoch, M. Templ:
"Robust methodology for Laeken indicators";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP4-D4.2,
2011;
173 pages.
-
B. Hulliger, T. Schoch, A. Alfons, J. Holzer, P. Filzmoser, A. Meraner, M. Templ:
"WP4: Robustness";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP7-D7.1-10,
2011;
48 pages.
-
B. Hulliger, S. Zechner, M. Templ, P. Filzmoser:
"Evaluation Plots: Revision and extensions";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP8-D8.2-3,
2011;
15 pages.
-
A. Kowarik, B. Meindl, M. Templ, S. Zechner:
"Applications of sparktables";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP8-D8.2-6,
2011;
11 pages.
-
D. Lussmann, B. Hulliger, M. Templ:
"State-of-the-art in visualisation of indicators";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP8-D8.2-2,
2011;
30 pages.
-
A. Meraner, P. Filzmoser, M. Templ:
"Robust methods for semi-continuous data";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP4-D4.2-12,
2011.
-
R. Munnich, S. Zins, A. Alfons, C. Bruch, P. Filzmoser, M. Graf, B. Hulliger, J.-P. Kolb, R. Lehtonen, D. Lussmann, A. Meraner, M. Myrskylä, D. Nedyalkova, T. Schoch, M. Templ, M. Valaste, A. Veijanen:
"Policy Recommendations and Methodological Report";
Report No. Europ. Commission,FP7-SSH-2007-217322,WP6-D10-1,
2011;
37 pages.
-
M. Templ:
"Estimators and model predictions from the structural earnings survey for benchmarking statistical disclosure methods";
Report No. CS-2011-4,
2011.
-
M. Templ, A. Alfons:
"An application of VIM to EU-SILC data";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-4,
2011;
12 pages.
-
M. Templ, A. Alfons:
"Standard methods for point estimation of indicators on social exclusion and poverty using the R package laeken";
Report No. CS-2011-1,
2011;
15 pages.
-
M. Templ, A. Alfons:
"Standard methods for social exclusion indicators in package";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-5,
2011;
18 pages.
-
M. Templ, A. Alfons:
"Variance estimation of indicators on social exclusion and poverty using the R package laeken";
Report No. CS-2011-3,
2011;
8 pages.
-
M. Templ, A. Alfons:
"Variance estimation of indicators using package laeken";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-7,
2011;
9 pages.
-
M. Templ, A. Alfons, P. Filzmoser:
"Diagnostic tools for missing values";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP8-D8.2-8,
2011;
17 pages.
-
M. Templ, A. Alfons, P. Filzmoser, M. Graf, B. Hulliger, J.-P. Kolb, R. Lehtonen, R. Münnich, D. Nedyalkova, T. Schoch, A. Veijanen, S. Zins:
"R packages plus manual";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3,
2011;
449 pages.
-
M. Templ, A. Alfons, M. Graf, B. Hulliger, R. Lehtonen, T. Schoch, A. Veijanen, S. Zins:
"References and description of R packages";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP10-D10.3-1,
2011;
9 pages.
-
M. Templ, K. Hron, P. Filzmoser:
"Robust imputation for compositional data";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP4-D4.2-11,
2011;
14 pages.
-
M. Templ, B. Hulliger, A. Alfons, D. Lussmann, P. Filzmoser:
"Visualisation tools";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP8-D8.2,
2011;
124 pages.
-
M. Templ, B. Hulliger, D. Lussmann, A. Kowarik:
"The checkerplot";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP8-D8.2-5,
2011;
23 pages.
-
M. Templ, A. Kowarik, P. Filzmoser:
"EM-based regression imputation using robust methods";
Report No. Europ. Commission,FP7-SSH-2007-21732,WP4-D4.2-8,
2011;
21 pages.
-
A. Alfons, S. Kraft, M. Templ, P. Filzmoser:
"Simulation of synthetic population data for household surveys with application to EU-SILC";
Report No. CS-2010-1,
2010.
-
A. Alfons, M. Templ, P. Filzmoser:
"Simulation of EU-SILC population data: using the R package simPopulation";
Report No. CS-2010-5,
2010.
-
H. Fritz, P. Filzmoser, C. Croux:
"A comparison of algorithms for the multivariate L1-median";
Report No. CS-2010-4,
2010.
-
M. Templ, A. Alfons:
"Disclosure risk of synthetic population data with application to EU-SILC";
Report No. CS-2010-2,
2010.
-
M. Templ, A. Kowarik, P. Filzmoser:
"EM-based stepwise regression imputation using standard and robust methods";
Report No. CS-2010-3,
2010.
-
A. Alfons, P. Filzmoser, B. Hulliger, B. Meindl, T. Schoch, M. Templ:
"State-of-the-art in visualization of indicators in survey statistics";
Report No. CS-2009-4,
2009.
-
A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"Generation of synthetic EU-SILC data and simulation";
Report No. CS-2009-5,
2009.
-
A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"Intermediate report on the data generation mechanism and of the design of the simulation study";
Report No. AMELI Project Deliverable 6.1,
2009;
39 pages.
-
A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"Progress Report WP6-Simulation";
Report No. AMELI Project Deliverable 6.1, Part 2,
2009;
4 pages.
-
A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"Summary of the state-of-the-art in simulation in survey statistics";
Report No. AMELI Project Deliverable 6.1, Part1,
2009;
4 pages.
-
A. Alfons, P. Filzmoser, M. Templ:
"Summary of the State-of-the-Art in Visualization of the European Laeken Indicators";
Report No. AMELI Project Deliverable 8.1, Part 3,
2009;
4 pages.
-
A. Alfons, S. Kraft, P. Filzmoser, M. Templ:
"Progress report on simulation and synthetic data generation for EU-SILC data";
Report No. CS-2009-6,
2009.
-
A. Alfons, M. Templ, P. Filzmoser:
"simFrame: An object-oriented framework for statistical simulation";
Report No. CS-2009-1,
2009.
-
P. Filzmoser, K. Hron, C. Reimann:
"Univariate statistical analysis of environmental data: Problems and possibilities";
Report No. SM-2009-2,
2009.
-
P. Filzmoser, K. Hron, M. Templ:
"Discriminant analysis for compositional data and robust parameter estimation";
Report No. SM-2009-3,
2009.
-
B. Hulliger, T. Schoch, M. Templ:
"Summary of the State-of-the-Art on Robustness methods for European Laeken Indicators";
2009;
4 pages.
-
B. Liebmann, P. Filzmoser, K. Varmuza:
"Robust and classical PLS regression compared";
Report No. CS-2009-8,
2009.
-
M. Templ, A. Alfons:
"An application of VIM, the R package for visualization of missing values, to EU-SILC data";
Report No. CS-2009-2,
2009.
-
M. Templ, A. Alfons, P. Filzmoser:
"Tools for visualising data and aggregated information";
Report No. CS-2009-3,
2009.
-
V. Todorov, P. Filzmoser:
"An object-oriented framework for robust multivariate analysis";
Report No. CS-2009-7,
2009.
-
H. Treiblmaier, P. Filzmoser:
"Benefits from using continuous rating scales in online survey research";
Report No. SM-2009-4,
2009.
-
H. Treiblmaier, P. Filzmoser:
"Exploratory factor analysis revisited: How robust methods support the detection of hidden multivariate data structures in IS research";
Report No. SM-2009-5,
2009.
-
A. Alfons, W. E. Baaske, P. Filzmoser, W. Mader, R. Wieser:
"A context-sensitive method for robust model selection with application to analysing success factors of communities";
Report No. CS-2008-6,
2008.
-
R. Dutter, A. Alfons:
"Statistical Analysis of Oil Data";
Report No. CS-2008-2,
2008.
-
P. Filzmoser:
"Linear and nonlinear methods for regression and classification and applications in R";
Report No. CS-2008-3,
2008.
-
P. Filzmoser, K. Hron:
"Correlation analysis for compositional data";
Report No. SM-2008-2,
2008.
-
P. Filzmoser, K. Hron, C. Reimann, R.G. Garrett:
"Robust factor analysis for compositional data";
Report No. SM-2008-3,
2008.
-
P. Filzmoser, B. Liebmann, K. Varmuza:
"Repeated double cross validation";
Report No. CS-2008-4,
2008.
-
K. Hron, M. Templ, P. Filzmoser:
"Imputation of missing values for compositional data using classical and robust methods";
Report No. SM-2008-4,
2008.
-
Z. Karacsony, P. Filzmoser:
"Asymptotic normality of kernel type regression estimators for random fields";
Report No. MS-2008-1,
2008.
-
M. Templ:
"Making SDC-tools better usable by statistical agencies: Sustainability of the Argus software";
Report No. CS-2008-5,
2008.
-
M. Templ, P. Filzmoser:
"Visualization of missing values using the R-package VIM";
Report No. CS-2008-1,
2008.
-
R. Wieser, P. Filzmoser:
"Anwendung statistischer Verfahren auf einen kommunalen Datensatz";
Report No. CS-2008-7,
2008.
-
P. Filzmoser, H. Fritz:
"Exploring high-dimensional data with robust principal components";
Report No. CS-2007-2,
2007.
-
P. Filzmoser, K. Hron:
"Outlier detection for compositional data using robust methods";
Report No. CS-2007-1,
2007.
-
P. Filzmoser, K. Hron, C. Reimann:
"Principal component analysis for compositional data with outliers";
Report No. SM-2007-3,
2007.
-
P. Filzmoser, S. Serneels, R. Maronna, P.J. Van Espen:
"Robust multivariate methods in chemometrics";
Report No. CS-2007-3,
2007.
-
M. Templ:
"sdcMicro: A package for statistical disclosure control in R";
Report No. CS-2007-5,
2007.
-
V. Todorov, P. Filzmoser:
"Robust statistic for the one-way MANOVA";
Report No. CS-2007-7,
2007.
-
R. Dutter:
"Beständigkeit von Verklebungen von Aluminium- und Magnesiumwerkstoffen im Automobilbau, statistische Untersuchung";
Report No. CS-2006-6,
2006.
-
R. Dutter, B. Spangl:
"Estimating spectral density functions robustly";
Report No. CS-2006-7,
2006;
20 pages.
-
P. Filzmoser, H. Filzmoser:
"Ermittlung der Wahrscheinlichkeit einer Nichteinhaltung des Sicherheitsabstandes zwischen Ankerbohrungen, C-2006-4";
2006.
-
P. Filzmoser, K. Joossens, C. Croux:
"Multiple group discriminant analysis: Robustness and error rate, CS-2006-1";
2006.
-
P. Filzmoser, R. Maronna, R. Dimova, M. Werner:
"Outlier identification in high dimensions, CS-2006-3";
2006.
-
N. Neykov, P. Filzmoser, R. Dimova, P. Neytchev:
"Robust fitting of mixtures using the Trimmed Likelihood Estimator, CS-2006-2";
2006.
-
M. Templ, P. Filzmoser, R. Reimann:
"Cluster Analysis applied to regional geochemical data: Problems and possibilities, CS-2006-5";
2006.
-
C. Croux, P. Filzmoser, K. Joossens:
"Robust linear discriminant analysis for multiple groups: influence and classification efficiencies, CS-2005-1";
2005.
-
R. Dutter:
"Statistische Untersuchung der Langzeitbeständigkeit von Verklebungen von Aluminium- und Magnesiumwerkstoffen im Automobilbau, CS-2005-3";
2005.
-
C. Croux, P. Filzmoser, M.R. Oliveira:
"Projection-pursuit Estimators for Robust Principal Component Analysis, TS-04-4";
2004.
-
P. Filzmoser:
"Identification of Multivariate Outliers: A Performance Study, TS-04-3";
2004.
-
S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"Robust Partial M-Regression, TS-04-2";
2004.
-
P. van Helvoort, P. Filzmoser, P. van Gaans:
"Sequential factor analysis as a new approach to multivariate analysis of heterogeneous geochemical datasets: an application to a bulk chemical characterization of fluvial deposits (Rhine-Meuse delta, the Netherlands), TS-04-1";
2004.
-
J. Branco, C. Croux, P. Filzmoser, M.R. Oliveira:
"Robust canonical correlations: a comparative study, TS-03-4";
2003.
-
C. Croux, P. Filzmoser:
"Projection pursuit based mesasures of association, TS-03-3";
2003.
-
P. Filzmoser, R.G. Garrett, C. Reimann:
"Multivariate outlier detection in exploration geochemistry, TS-03-5";
2003.
-
G.A. Janauer, P. Filzmoser:
"Statistical consideration for monitoring macrophytes in lakes according to the water framework directive: Towards minimising the survey effort, TS-03-6";
2003.
-
M.R. Oliveira, J. Branco, C. Croux, P. Filzmoser:
"Robust Redundancy analysis by alternating regression, TS-03-2";
2003.
-
C. Reimann, P. Filzmoser, R.G. Garrett:
"Background and threshold - the need for visualisation, TS-03-1";
2003.
-
P. Filzmoser, R. Viertl:
"Testing hypotheses with fuzzy data: The fuzzy p-value, RIS-2002-3";
2002.
Non-textual Scientific Publications
-
K. Varmuza, G. Allmaier:
"Meteroritenkörner und Kometenstaub";
Publication type: FWF Video,
project: FWF Meteoriten-Chemie und Vergleich mit Kometendaten von Rosetta;
2016.
-
M. Bögl, W. Aigner, P. Filzmoser, T. Lammarsch, S. Miksch, A. Rind:
"Visual Analytics for Model Selection in Time Series Analysis";
Publication type: you tube,
project: -;
2013.