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Publication list for
Peter Filzmoser
as author or essentially involved person
2001 - 2021

789 records

The complete list of publications of the Faculty of Mathematics and Geoinformation - Mathematics is available from the publication database beginning with the publication year 2002. The database may but need not necessarily contain publications dated earlier than 2002.


Books and Book Editorships


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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

R. Dutter, P. Filzmoser, U. Gather, P. Rousseeuw (ed.):
"Metrika, 55(1-2)";
Physica-Verlag, Heidelberg, 2002.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

C. Reimann, P. Filzmoser, K. Hron (ed.):
"GeoMap Workshop Proceedings";
Palacký University, Olomouc, Cz, 2014, ISBN: 978-80-244-4149-8; 61 pages.

BibTeX

V. Todorov, P. Filzmoser:
"Multivariate Robust Statistics - Methods and Computation";
Südwestdeutscher Verlag für Hochschulschriften, Saarbrücken, 2009, ISBN: 978-3-8381-0814-8; 135 pages.

BibTeX

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.

BibTeX


Publications in Scientific Journals


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 - 1467.

BibTeX

S. Acitas, P. Filzmoser, B. Senoglu:
"A new partial robust adaptive modified maximum likelihood estimator";
Chemometrics and Intelligent Laboratory Systems, 204 (2020).

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

A. Alfons, C. Croux, P. Filzmoser:
"Robust Maximum Association Estimators";
Journal of the American Statistical Association, 112 (2017), 517; 436 - 445.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

J. Branco, C. Croux, P. Filzmoser, M.R. Oliveira:
"Robust Canonical Correlations: A Comparative Study";
Computational Statistics, 20 (2005), 203 - 229.

BibTeX

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 - 162.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

C. Croux, P. Filzmoser:
"A survey of robust statistics";
Statistical Methods & Applications, 15 (2007), 280 - 282.

BibTeX

C. Croux, P. Filzmoser, H. Fritz:
"Robust Sparse Principal Component Analysis";
Technometrics, Volume 55 (2013), Issue 2; 202 - 214.

BibTeX

C. Croux, P. Filzmoser, K. Joossens:
"Classification efficiencies for robust linear discriminant analysis";
Statistica Sinica, 18 (2008), 581 - 599.

BibTeX

C. Croux, P. Filzmoser, M.R. Oliveira:
"Algorithms for Projection-Pursuit robust principal component analysis";
Chemometrics and Intelligent Laboratory Systems, 87 (2007), 218 - 225.

BibTeX

C. Croux, P. Filzmoser, G. Pison, P. Rousseeuw:
"Fitting multiplicative models by robust alternating regressions";
Statistics and Computing, 13 (2003), 23 - 36.

BibTeX

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.

BibTeX

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, 1 (2020).

BibTeX

J. de Sousa, K. Hron, K. Facevicova, P. Filzmoser:
"Robust principal component analysis for compositional tables";
Journal of Applied Statistics, 2 (2020).

BibTeX

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.

BibTeX

M. Drastichova, P. Filzmoser:
"Assessment of sustainable development using cluster analysis and principal component analysis";
Problemy Ekorozwoju, 14 (2019), 2; 7 - 24.

BibTeX

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.

BibTeX

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.

BibTeX

I. Fazekas, P. Filzmoser:
"A Functional Central Limit Theorem for Kernel Type Density Estimators";
Austrian Journal of Statistics, 35 (2006), 4; 409 - 418.

BibTeX

P. Filzmoser:
"Identification of Multivariate Outliers: A Performance Study";
Austrian Journal of Statistics, 34, 2 (2005), 127 - 138.

BibTeX

P. Filzmoser:
"Invariant co-ordinate selection (Discussion on this paper)";
Journal of the Royal Statistical Society, 71 (2009), 3; 549 - 592.

BibTeX

P. Filzmoser, C. Croux:
"Dimension reduction of the explanatory variables in multiple linear regression";
Pliska Studia Mathematica Bulgaria, 14 (2003), 59 - 70.

BibTeX

P. Filzmoser, R.G. Garrett, C. Reimann:
"Multivariate outlier detection in exploration geochemistry";
Computers & Geosciences, 31 (2005), 579 - 587.

BibTeX

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.

BibTeX

P. Filzmoser, M. Gregorich:
"Multivariate outlier detection in applied data analysis: global, local, compositional and cellwise outliers";
Mathematical Geosciences, 4 (2020).

BibTeX

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.

BibTeX

P. Filzmoser, S. Höppner, I. Ortner, S. Serneels, T. Verdonck:
"Cellwise robust M regression";
Computational Statistics and Data Analysis, 147 (2020).

BibTeX

P. Filzmoser, K. Hron:
"Comments on: Composition data: the sample space and its structure";
TEST, 28 (2019), 3; 639 - 643.

BibTeX

P. Filzmoser, K. Hron:
"Correlation Analysis for Compositional Data";
Mathematical Geosciences, 41 (2009), 905 - 919.

BibTeX

P. Filzmoser, K. Hron:
"Correlation Analysis for Compositional Data";
Mathematical Geosciences, 41 (2012), 8; 905 - 919.

BibTeX

P. Filzmoser, K. Hron:
"Outlier Detection for Compositional Data Using Robust Methods";
Mathematical Geosciences, 40(3) (2008), 233 - 248.

BibTeX

P. Filzmoser, K. Hron:
"Univariate statistical analysis of environmental (compositional) data: Problems and possibilities";
Science of the Total Environment, 407 (2009), 6100 - 6108.

BibTeX

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.

BibTeX

P. Filzmoser, K. Hron, C. Reimann:
"Interpretation of multivariate outliers for compositional data";
Computers & Geosciences, 39 (2012), 77 - 85.

BibTeX

P. Filzmoser, K. Hron, C. Reimann:
"Principal component analysis for compositional data with outliers";
Environmetrics, 20 (2009), 621 - 632.

BibTeX

P. Filzmoser, K. Hron, C. Reimann, R.G. Garrett:
"Robust factor analysis for compositional data";
Computers & Geosciences, 35 (2009), 1854 - 1861.

BibTeX

P. Filzmoser, K. Hron, R. Reimann:
"The bivariate statistical analysis of environmental (compositional) data";
Science of the Total Environment, 408 (2010), 4230 - 4238.

BibTeX

P. Filzmoser, K. Hron, M. Templ:
"Discriminant analysis for compositional data and robust parameter estimation";
Computational Statistics, 27 (2012), 4; 585 - 604.

BibTeX

P. Filzmoser, F. Kurnaz:
"A robust Liu regression estimator";
Communications in Statistics - Simulation and Computation, 47 (2018), 2; 432 - 443.

BibTeX

P. Filzmoser, B. Liebmann, K. Varmuza:
"Repeated double cross validation";
Journal of Chemometrics, 23 (2009), 160 - 171.

BibTeX

P. Filzmoser, R. Maronna, M. Werner:
"Outlier identification in high dimensions";
Computational Statistics and Data Analysis, 52 (2008), 1694 - 1711.

BibTeX

P. Filzmoser, K. Nordhausen:
"Robust linear regression for high-dimensional data: an overview";
WIREs Computational Statistics, 7 (2020).

BibTeX

P. Filzmoser, P. Rousseeuw:
"Robust Statistics";
Encyclopedia of Life Support Systems, UNESCO & EOLSS, www.eolss.org, Oxford (2002).

BibTeX

P. Filzmoser, A. Ruiz-Gazen, C. Thomas-Agnan:
"Identification of local multivariate outliers";
Statistical Papers, 55 (2014), 1; 29 - 47.

BibTeX

P. Filzmoser, V. Todorov:
"Review of robust multivariate statistical methods in high dimension";
Analytica Chimica Acta, 705 (2011), 2 - 14.

BibTeX

P. Filzmoser, V. Todorov:
"Robust tools for the imperfect world";
Information Sciences, 25.10. (2012), 245; 17 pages.

BibTeX

P. Filzmoser, R. Viertl:
"Testing hypotheses with fuzzy data: The fuzzy p-value";
Metrika, 59 (2004), 21 - 29.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

H. Fritz, P. Filzmoser, C. Croux:
"A comparison of algorithms for the multivariate L1-median";
Computational Statistics, 27 (2012), 393 - 410.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

I. Hoffmann, P. Filzmoser, S. Serneels, K. Varmuza:
"Sparse and robust PLS for binary classification";
Journal of Chemometrics, 30 (2016), 4; 153 - 162.

BibTeX

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.

BibTeX

K. Hron, P. Brito, P. Filzmoser:
"Exploratory data analysis for interval compositional data";
Advances in Data Analysis and Classification, 11 (2017), 2; 223 - 241.

BibTeX

K. Hron, M. Engle, P. Filzmoser, E. Fiserová:
"Weighted symmetric pivot coordinates for compositional data with geochemical applications";
Mathematical Geosciences, 4 (2020).

BibTeX

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.

BibTeX

K. Hron, P. Filzmoser, S. Donevska, E. Fiserová:
"Covariance-based variable selection for compositional data";
Mathematical Geosciences, 45 (2013), 4; 487 - 498.

BibTeX

K. Hron, P. Filzmoser, K. Thompson:
"Linear regression with compositional explanatory variables";
Journal of Applied Statistics, 39 (2012), 5; 1115 - 1128.

BibTeX

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.

BibTeX

K. Hron, M. Templ, P. Filzmoser:
"Estimation of a proportion in survey sampling using the logratio approach";
Metrika, 76 (2013), 6; 799 - 818.

BibTeX

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.

BibTeX

K. Hruzova, V. Todorov, K. Hron, P. Filzmoser:
"Classical and robust orthogonal regression between parts of compositional data";
STATISTICS, 50 (2016), 6; 1261 - 1275.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

Z. Karacsony, P. Filzmoser:
"Asymptotic normality of kernel type regression estimators for random fields";
Journal of Statistical Planning and Inference, 140 (2010), 872 - 886.

BibTeX

J. Kehrer, P. Filzmoser, H. Hauser:
"Brushing Moments in Interactive Visual Analysis";
Eurograhics Digital Library, 29 (2010), 3; 10 pages.

BibTeX

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.

BibTeX

P. Kynčlová, P. Filzmoser, K. Hron:
"Compositional biplots including external non-compositional variables";
STATISTICS, 50 (2016), 5; 1132 - 1148.

BibTeX

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.

BibTeX

P. Kynčlová, K. Hron, P. Filzmoser:
"Correlation between compositional parts based on symmetric balances";
Mathematical Geosciences, 49 (2017), 6; 777 - 796.

BibTeX

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.

BibTeX

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.

BibTeX

B. Liebmann, P. Filzmoser, K. Varmuza:
"Robust and classical PLS regression compared";
Journal of Chemometrics, 24 (2010), 111 - 120.

BibTeX

S. Lubbe, M. Templ, P. Filzmoser:
"Comparison of Zero Replacement Strategies for Compositional Data with Large Numbers of Zeros";
accepted for publication in Chemometrics and Intelligent Laboratory Systems (2021), 1 - 14.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

M.C. Mert, P. Filzmoser, G. Endel, I. Wilbacher:
"Compositional data analysis in epidemiology";
Statistical Methods in Medical Research, 27 (2018), 6; 1878 - 1891.

BibTeX

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.

BibTeX

M.C. Mert, P. Filzmoser, K. Hron:
"Sparse principal balances";
Statistical Modelling, 15 (2015), 2; 159 - 174.

BibTeX

D. Miksova, P. Filzmoser, M. Middleton:
"Imputation of values above an upper detection limit in compositional data";
Computers & Geosciences, 136 (2020), 104383.

BibTeX

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.

BibTeX

G. Monti, P. Filzmoser, R. Deutsch:
"A robust approach to risk assessment based on species sensitivity distributions";
Risk Analysis, 38 (2018), 10; 2073 - 2086.

BibTeX

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.

BibTeX

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.

BibTeX

N. Neykov, P. Cizek, P. Filzmoser, P. Neytchev:
"The least trimmed quantile regression";
Computational Statistics and Data Analysis, 56 (2012), 1757 - 1770.

BibTeX

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.

BibTeX

N. Neykov, P. Filzmoser, P. Neytchev:
"Robust joint modeling of mean and dispersion through trimming";
Computational Statistics and Data Analysis, 56 (2012), 34 - 48.

BibTeX

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.

BibTeX

K. Nordhausen, P. Filzmoser, G. Fischer:
"Blind source separation for compositional time series";
Mathematical Geosciences, 6 (2020).

BibTeX

K. Nordhausen, H. Oja, P. Filzmoser, C. Reimann:
"Blind source separation for spatial compositional data";
Mathematical Geosciences, October (2014).

BibTeX

K. Nordhausen, H. Oja, P. Filzmoser, C. Reimann:
"Blind Source Separation for Spatial Compositional Data";
Mathematical Geosciences, 47 (2015), Issue 7; 753 - 770.

BibTeX

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.

BibTeX

T. Ortner, P. Filzmoser, G. Endel:
"Identifying Structural Changes in Austrian Social Insurance Data";
IFAC PapersOnLine, 48 (2015), Issue 1; 115 - 120.

BibTeX

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.

BibTeX

T. Ortner, P. Filzmoser, M. Rohm, S. Brodinova, C. Breiteneder:
"Local projections for high-dimensional outlier detection";
METRON, 1 (2020).

BibTeX

A. Pedro Duarte Silva, P. Filzmoser, P. Brito:
"Outlier detection in interval data";
Advances in Data Analysis and Classification, 12 (2018), 3; 785 - 822.

BibTeX

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.

BibTeX

S. Perez-Fernandez, P. Martinez-Camblor, P. Filzmoser, N. Corral:
"Visualizing the decision rules behind the ROC curves: understanding the classification process";
AStA Advances in Statistical Analysis, 1 (2020).

BibTeX

G. Pison, P. Rousseeuw, P. Filzmoser, C. Croux:
"Robust factor analysis";
Journal of Multivariate Analysis, 84 (2003), 145 - 172.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

C. Reimann, M. Birke, P. Filzmoser:
"Temperature-dependent leaching of chemical elements from mineral water bottle materials";
Applied Geochemistry, 27 (2012), 1492 - 1498.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

C. Reimann, P. Filzmoser, R. Garrett:
"Factor analysis applied to regional geochemical data: problems and possibilities";
Applied Geochemistry, 17 (2002), 185 - 206.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

D. Rosadi, P. Filzmoser:
"Robust second-order least-squares estimation for regression models with autoregressive errors";
Statistical Papers, 60 (2019), 105 - 122.

BibTeX

D. Rosadi, E. Setiawan, M. Templ, P. Filzmoser:
"Robust Covariance Estimators for Mean-Variance Portfolio Optimization with Transaction Lots";
Operations Research Perspectives, 7 (2020).

BibTeX

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.

BibTeX

S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"Partial robust M-regression";
Chemometrics and Intelligent Laboratory Systems, 79 (2005), 55 - 64.

BibTeX

S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"Robust continuum regression";
Chemometrics and Intelligent Laboratory Systems, 76(2) (2005), 197 - 204.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

M. Templ, A. Alfons, P. Filzmoser:
"Exploring incomplete data using visualization techniques";
Advances in Data Analysis and Classification, 6 (2012), 29 - 47.

BibTeX

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.

BibTeX

M. Templ, P. Filzmoser, C. Reimann:
"Cluster analysis applied to regional geochemical data: Problems and possibilities";
Applied Geochemistry, 23 (2008), 8; 2198 - 2213.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

M. Templ, A. Kowarik, P. Filzmoser:
"Iterative stepwise regression imputation using standard and robust methods";
Computational Statistics and Data Analysis, 55 (2011), 2793 - 2806.

BibTeX

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.

BibTeX

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.

BibTeX

V. Todorov, P. Filzmoser:
"An Object-Oriented Framework for Robust Multivariate Analysis";
Journal of Statistical Software, 32 (2009), 3; 1 - 47.

BibTeX

V. Todorov, P. Filzmoser:
"Robust statistic for the one-way MANOVA";
Computational Statistics and Data Analysis, 54 (2010), 37 - 48.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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 - 13.

BibTeX

K. Varmuza, P. Filzmoser, B. Liebmann:
"Random projection experiments with chemometric data";
Journal of Chemometrics, 24 (2010), 209 - 217.

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX


Editorials in Scientific Journals


P. Filzmoser, K. Hron:
"Special Issue: Compositional Data Modelling";
Statistical Modelling, 15 ( 2 ) (2015), vii - viii.

BibTeX

P. Filzmoser, K. Hron, R. Tolosana-Delgado:
"Statistical analysis of geochemical compositions: Problems, perspectives and solutions";
Applied Geochemistry (invited), 75 (2016), 169 - 170.

BibTeX

P. Filzmoser, Y. Kharin:
"Special issue of the CDAM 2016 conference";
Austrian Journal of Statistics (invited), 46 (2017), 3-4; 1 - 2.

BibTeX


Contributions to Books


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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX


Contributions to Proceedings


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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX


Talks and Poster Presentations (with Proceedings-Entry)


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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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), ##.

BibTeX

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), ##.

BibTeX

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), ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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; ##.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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), ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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; ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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; ##.

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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).

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX


Talks and Poster Presentations (without Proceedings-Entry)


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.

BibTeX

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.

BibTeX

A. Alfons, P. Filzmoser:
"Robust variable selection with application in the social sciences";
Talk: Dutch/Flemish Classification Society Spring Meeting, Antwerpen; 05-13-2011.

BibTeX

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.

BibTeX

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.

BibTeX

A. Alfons, M. Templ, P. Filzmoser:
"Pareto tail modeling for social inclusion indicators";
Talk: 6th AMELI Meeting, Trier (invited); 10-04-2010.

BibTeX

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.

BibTeX

A. Alfons, M. Templ, P. Filzmoser:
"Text Von Andi";
Talk: AMELI Meeting in Wien, Wien (invited); 02-23-2010.

BibTeX

A. Alfons, M. Templ, P. Filzmoser:
"Visualization Software for EU-SILC Data and Laeken Indicators";
Talk: AMELI Meeting, Wiesbaden (invited); 11-07-2008.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

R. Boubela, P. Filzmoser, H Piringer:
"Integrating R into the InfoVis System Visplore";
Talk: useR! 2009, Rennes; 07-08-2009.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

P. Christodoulides, P. Filzmoser:
"Hauptebenenanalyse - eine Erweiterung der Hauptkomponentenanalyse";
Talk: Österreichische Statistiktage 2002, Wien; 10-25-2002.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

H. Filzmoser, P. Filzmoser:
"ErfolgsVision: Ergebnisdarstellung";
Talk: Workshop: Erfolgsfaktoren für Gemeinden, Bad Zell (invited); 02-26-2009.

BibTeX

P. Filzmoser:
"A Multivariate Outlier Detection Method";
Talk: Konferenz CDAM (Computer Data Analysis and Modeling), Minsk (invited); 09-10-2004.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser:
"Advanced methods of classification and regression";
Talk: ÖAW AI Summer School 2019, Ligist (invited); 08-05-2019 - 08-09-2019.

BibTeX

P. Filzmoser:
"An Adaptive Method for Multivariate Outlier Detection";
Talk: International Conference on Robust Statistics, ICORS 2004, Beijing (invited); 07-13-2004.

BibTeX

P. Filzmoser:
"Analysing Multivariate Data: Methods and their Piftalls";
Talk: Arsenal Research, Wien (invited); 09-11-2006.

BibTeX

P. Filzmoser:
"Analyzing Data with Robust Statistical Methods";
Talk: VRVis Center, Vienna (invited); 10-13-2005.

BibTeX

P. Filzmoser:
"Analyzing high-dimensional data, with application to chemometrics";
Talk: University of Valladolid, Spanien (invited); 10-20-2011.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser:
"Choice of influencing factors: Lasso";
Talk: BASF: Data Science Compact Course, Grossraeschen (invited); 02-24-2018 - 02-26-2018.

BibTeX

P. Filzmoser:
"Compositional Data Analysis";
Talk: JOCLAD 2019, Viseu, Portugal (invited); 04-11-2019 - 04-13-2019.

BibTeX

P. Filzmoser:
"Compositional data analysis of geochemical data";
Talk: Kick-off Project Meeting, Espoo, Finalnd (invited); 04-03-2017 - 04-04-2017.

BibTeX

P. Filzmoser:
"Compositional data analysis: Consequences for Chemometrics";
Talk: Afrodatat 2012, Stellenbosch / South Africa (invited); 11-19-2012 - 11-23-2012.

BibTeX

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.

BibTeX

P. Filzmoser:
"Concepts of compositional data analysis";
Talk: Seminar at the Institute for Water Quality, Resource and Waste Management, Vienna (invited); 11-25-2013.

BibTeX

P. Filzmoser:
"Correlation analysis for compositional data";
Talk: Meet The Jury Seminar, Leuven, Belgien (invited); 11-25-2019 - 11-26-2019.

BibTeX

P. Filzmoser:
"Correlation analysis for compositional environmental data";
Talk: Deutsche Statistische Woche, Trier (invited); 09-10-2019 - 09-13-2019.

BibTeX

P. Filzmoser:
"Correlation between variables in compositional data";
Talk: EGU - European Geoscience Union, General Assembly 2017, Vienna; 04-23-2017 - 04-28-2017.

BibTeX

P. Filzmoser:
"Data Quality Issues for Statistical Methods";
Talk: 11th Meeting of CEN/TG 230/WG 2, Wien (invited); 06-12-2007.

BibTeX

P. Filzmoser:
"Defining background: Which statistical method ? Outliers versus extreme values";
Talk: Eurosoil 2008, Wien (invited); 08-27-2008.

BibTeX

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.

BibTeX

P. Filzmoser:
"ErfolgsVision: Statistische Methodik";
Talk: Workshop: Erfolgsfaktoren für Gemeinden, Bad Zell (invited); 02-26-2009.

BibTeX

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.

BibTeX

P. Filzmoser:
"Exploratory Data Analysis und Visualization with R";
Talk: Workshop "R" in Teaching and Empirical Research, Wien (invited); 01-16-2009.

BibTeX

P. Filzmoser:
"Extremwerte oder Ausreißer";
Talk: Seminar of Department of Applied Statistics, Linz (invited); 03-16-2006.

BibTeX

P. Filzmoser:
"Finding relevant descriptors";
Talk: Workshop "Molecular Descriptors", Wien (invited); 12-05-2011.

BibTeX

P. Filzmoser:
"Generalized additive models";
Talk: Seminar at the Palacky University, Olomouc, Czech (invited); 04-28-2014.

BibTeX

P. Filzmoser:
"Identi cation of multivariate outliers in interval data";
Talk: Seminar at the Palacky University, Olomouc, Czech (invited); 09-29-2014.

BibTeX

P. Filzmoser:
"Identifikation multivariater Ausreißer bei Intervalldaten";
Talk: Stochastik - Workshop Innsbruck (in Kooperation mit TU Dresden), Innsbruck (invited); 08-26-2014 - 08-28-2014.

BibTeX

P. Filzmoser:
"Introduction to concepts of robust statistics";
Talk: Seminar at the Palacky University, Olomouc / Czech Republic (invited); 11-26-2012.

BibTeX

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.

BibTeX

P. Filzmoser:
"Konzepte der robusten Statistik mit Anwendungen";
Talk: Seminarreihe von VRVis Center, Wien (invited); 05-26-2004.

BibTeX

P. Filzmoser:
"Linear and non-linear methods for regression and classification";
Talk: Workshop at the University of Debrecen, Hungary (invited); 10-21-2013.

BibTeX

P. Filzmoser:
"Linear methods for regression and classification";
Talk: Data Science School, University of Bolzano, Bozen, Italien (invited); 08-26-2019 - 08-31-2019.

BibTeX

P. Filzmoser:
"Local multivariate outlier identification";
Talk: Universität Olomouc, Seminar, Palacky University, Olomouc, Czech Republic (invited); 01-26-2015.

BibTeX

P. Filzmoser:
"Maße für Assoziation basierend auf Projection Pursuit";
Talk: Österreichische Statistiktage 2003, Wien; 10-30-2003.

BibTeX

P. Filzmoser:
"Measures of Association based on Projection Pursuit";
Talk: International Conference on Robust Statistics (ICORS 2003), Antwerpen (invited); 07-14-2003.

BibTeX

P. Filzmoser:
"Multivariate Outlier Detection and Visualization";
Talk: StatGIS 2003: Interfacing Geostatistics, GIS and Spatial Databases, Pörtschach; 09-29-2003.

BibTeX

P. Filzmoser:
"Multivariate Outlier Detection with Application to Geochemistry";
Talk: Seminar of the Department of Statistics, Univ. Toulouse, Toulouse (invited); 11-18-2005.

BibTeX

P. Filzmoser:
"Multivariate Regression und Klassi kation mit Anwendungen aus der Chemometrie";
Talk: Herbstseminar der Wiener Biometrischen Sektion, Vienna (invited); 11-21-2013.

BibTeX

P. Filzmoser:
"Multivariate statistics using R";
Talk: University of Salatiga, Indonesia (invited); 06-11-2011 - 06-12-2011.

BibTeX

P. Filzmoser:
"Multivariate und robuste Statistik in der Praxis";
Talk: Forum Junge Statistik, Austrian Statistical Society, Vienna (invited); 09-01-2005.

BibTeX

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.

BibTeX

P. Filzmoser:
"Outlier detection in compositional data with structural zeros";
Talk: ODAM 2013 - Olomoucian Days of Applied Mathematics, Olomouc, Czech Republic; 06-14-2013.

BibTeX

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.

BibTeX

P. Filzmoser:
"Outlier Detection in Very High Dimension";
Talk: University of Liege, Belgien (invited); 11-24-2006.

BibTeX

P. Filzmoser:
"Outlier Detection with Application to Geochemistry";
Talk: The R User Conference 2006, Wien; 06-16-2006.

BibTeX

P. Filzmoser:
"Outlier Identification and Robust PCA for Compositional Data";
Talk: Seminar of the Statistics Department, Belarusian State University, Minsk (invited); 03-11-2008.

BibTeX

P. Filzmoser:
"Outlier Identification in High Dimensions";
Talk: International Conference on Robust Statistics (ICORS 2006), Lissabon (invited); 07-06-2006.

BibTeX

P. Filzmoser:
"Outliers and compositional data";
Keynote Lecture: IAMG2019, Pennsylvania, USA (invited); 08-10-2019 - 08-16-2019.

BibTeX

P. Filzmoser:
"Outliers or Extremes";
Talk: Seminar of Department of Applied Statistics, Leuven (invited); 02-08-2006.

BibTeX

P. Filzmoser:
"Package mvoutlier for Multivariate Outlier Detection";
Talk: International Workshop on Robust Statistics and R, Banff (invited); 11-01-2007.

BibTeX

P. Filzmoser:
"Partial Least Squares Regression";
Talk: Workshop "Robust Analysis of Large Data Sets", Banff, Kanada (invited); 06-17-2004.

BibTeX

P. Filzmoser:
"Partial Robust M-Regression";
Talk: International Conference on Robust Statistics, ICORS 2005, Jyväskylä (invited); 06-16-2005.

BibTeX

P. Filzmoser:
"Partial Robust Regression versus Robust Partial Least Squares";
Talk: Perspectives in Modern Statistical Inference III, Mikulov, Czech Republic (invited); 07-20-2005.

BibTeX

P. Filzmoser:
"PCA and beyond";
Talk: Seminar for students of the Palacký University, Velké Losiny (invited); 11-21-2014.

BibTeX

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.

BibTeX

P. Filzmoser:
"Potentials of compositional data analysis in practical applications";
Talk: CARME 2019, Stellenbosch, Südafrika (invited); 02-04-2019 - 02-06-2019.

BibTeX

P. Filzmoser:
"Projection Pursuit Algorithms for Robust Multivariate Methods";
Talk: Robust Classification and Discrimination with High Dimensional Data, Florenz (invited); 01-27-2006.

BibTeX

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.

BibTeX

P. Filzmoser:
"Regression and classification methods for high-dimensional data with application to chemometrics";
Talk: Conferencias Statistical Robustness, Oviedo (invited); 10-17-2011.

BibTeX

P. Filzmoser:
"Robust and sparse classification in high dimensions";
Talk: Seminar presentation, University of Stellenbosch, Institute of Statistics (invited); 02-08-2019.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robust and sparse k-means clustering for high.dimensional data";
Talk: CDAM 2019, Minsk, Belarus (invited); 09-18-2019 - 09-22-2019.

BibTeX

P. Filzmoser:
"Robust dimension reduction for high-dimensional data";
Talk: Universität Olomouc, Seminar at the Palacky University (invited); 02-04-2013.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robust estimation of the parameters in the FANOVA model";
Talk: Instituto Superior Tecnico Lisbon, Lissabon (invited); 10-28-2002 - 11-03-2002.

BibTeX

P. Filzmoser:
"Robust estimators of maximum association";
Talk: ISOR Colloquium at University of Vienna, University of Vienna (invited); 11-19-2018.

BibTeX

P. Filzmoser:
"Robust Exploratory Factor Analysis as a Reliable Statistical Tool in IS Research";
Talk: KIMEP International Research Conference, Almaty; 04-24-2009.

BibTeX

P. Filzmoser:
"Robust factor analysis";
Talk: International Conference on Robust Statistics, ICORS 2002, Vancouver (invited); 05-10-2002 - 05-18-2002.

BibTeX

P. Filzmoser:
"Robust factor analysis and extended models";
Talk: Institut für Angewandte Mathematik, Masaryk Universität, Brno, Brno (invited); 03-11-2003.

BibTeX

P. Filzmoser:
"Robust fitting of additive and multiplicative models";
Talk: Universite Libre de Bruxelles, Bruxelles (invited); 07-01-2002 - 07-07-2002.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robust Linear Regression for Compositional Data";
Talk: ICORS 2013 International Conference on Robust Statistics, Saint Petersburg, Russia; 07-08-2013.

BibTeX

P. Filzmoser:
"Robust maximum association estimators";
Talk: Forecasting from Complexity, University of Minnesota, Minneapolis, USA (invited); 04-23-2018 - 04-27-2018.

BibTeX

P. Filzmoser:
"Robust maximum association estimators";
Talk: International Conference on Robust Statistics (ICORS 2018), KU Leuven, Belgien (invited); 07-02-2018 - 07-06-2018.

BibTeX

P. Filzmoser:
"Robust multivariate methods for compositional data";
Talk: DAGStat 2010, Dortmund (invited); 03-23-2010 - 03-26-2010.

BibTeX

P. Filzmoser:
"Robust multivariate methods for high-dimensional data";
Talk: Chemometrics in Analytical Chemistry (CAC 2010), Antwerpen (invited); 10-20-2010.

BibTeX

P. Filzmoser:
"Robust PCA for Flat Data";
Talk: International Workshop on Computational and Financial Econometrics, Genf (invited); 04-20-2007.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robust regression and classification methods for high-dimensional data";
Talk: Predictive Analytics Konferenz, Wien (invited); 10-01-2019 - 10-02-2019.

BibTeX

P. Filzmoser:
"Robust sparse principal component analysis";
Talk: Statistische Tage 2011, Graz; 09-08-2011.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robust Statistics: Concepts, Methods, Applications, and Software";
Talk: COST Spring School, Mieres (invited); 05-19-2009.

BibTeX

P. Filzmoser:
"Robust statistics: theoretical and practical considerations";
Talk: Seminar for students of the Palacký University, Dolni Morava, Cz (invited); 11-16-2014.

BibTeX

P. Filzmoser:
"Robust statistics: Theory and practice";
Talk: Summer School System Simulation Computational Complex Systems, Bad Fischau (invited); 05-28-2016 - 06-01-2016.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robuste Faktorenanalyse und erweiterte Modelle";
Talk: Institut f. Ökonometrie, Operations Research und Systemtheorie, TU-Wien (invited); 05-12-2003.

BibTeX

P. Filzmoser:
"Robuste Schätzung am Beispiel von Hauptkomponentenanalyse";
Talk: Seminar of the Department of Mathematical Stochastics, Dresden (invited); 06-08-2007.

BibTeX

P. Filzmoser:
"Robuste Statistik zur Erkennung multivariater Ausreißer";
Talk: Wissenwertes aus der Mathematik, TU Wien (invited); 11-21-2005.

BibTeX

P. Filzmoser:
"Robustness for Compositional Data";
Talk: Seminar für Statistik, Dortmund (invited); 11-27-2007.

BibTeX

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.

BibTeX

P. Filzmoser:
"Robustness in practice";
Talk: International Conference of Robust Statistics (ICORS 2016), Genf (invited); 07-04-2016 - 07-08-2016.

BibTeX

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.

BibTeX

P. Filzmoser:
"Sparse multivariate statistical methods for high-dimensional data";
Talk: Seminar at the University of Bergen, Bergen, Norway (invited); 11-22-2013.

BibTeX

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.

BibTeX

P. Filzmoser:
"Sparse regression and classification methods for high-dimensional data";
Talk: University of Valladolid, Spanien; 10-20-2011.

BibTeX

P. Filzmoser:
"Spline interpolation";
Talk: Seminar at the Palacky University, Olomouc, Czech (invited); 02-24-2014.

BibTeX

P. Filzmoser:
"Statistical Analysis of Data from the MIDCC Project";
Talk: Workshop MIDCC, Mosonmagyarovar (invited); 02-11-2004.

BibTeX

P. Filzmoser:
"Statistical Analysis of Data from the MIDCC Project, Advanced Statistical Analysis";
Talk: Workshop MIDCC, Mosonmagyarovar (invited); 02-22-2005.

BibTeX

P. Filzmoser:
"Statistical analysis of interval compositional data";
Talk: Seminar at the Lisbon University of Technology, Lisbon, Portugal (invited); 05-15-2014.

BibTeX

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.

BibTeX

P. Filzmoser:
"Statistical Methods in Developing Quality Assessment Criteria";
Talk: Workshop "What's fishy about the Water Framework Directive?, Stockholm (invited); 03-05-2004.

BibTeX

P. Filzmoser:
"Statistical Practices for Environmental Monitoring";
Talk: 57th Session of the International Statistical Institute, Durban (invited); 08-18-2009.

BibTeX

P. Filzmoser:
"Statistische Analyse von Kompositionsdaten";
Talk: Institut für Statistik, Graz (invited); 11-20-2009.

BibTeX

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.

BibTeX

P. Filzmoser:
"Support vector machine";
Talk: Seminar at the Palacky University, Olomouc / Czech (invited); 11-04-2013.

BibTeX

P. Filzmoser:
"Symmetric coordinates for determining pairwise association between compositional parts";
Talk: CoDaWork 2017, Abbadia San Salvatore; 06-06-2017 - 06-09-2017.

BibTeX

P. Filzmoser:
"The "chemometrics" package in R - Application in multivariate calibration and classification";
Talk: Chemometrics Workshop, Wien (invited); 06-28-2010.

BibTeX

P. Filzmoser:
"The log-ratio approach to handle relative information";
Keynote Lecture: JOCLAD 2019, Viseu, Portugal (invited); 04-11-2019 - 04-13-2019.

BibTeX

P. Filzmoser:
"The log-ratio methodology for compositional data analysis: concepts and applications";
Talk: Statistische Woche 2018, Linz; 09-11-2018 - 09-14-2018.

BibTeX

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.

BibTeX

P. Filzmoser:
"The Package pcaPP: PCA by Projection Pursuit";
Talk: International Workshop on Robust Statistics and R, Treviso, Italy (invited); 10-27-2005.

BibTeX

P. Filzmoser:
"The Projection Pursuit Approach for Robust Multivariate Analysis";
Talk: ISDS Kolloquium, University of Vienna (invited); 05-09-2005.

BibTeX

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.

BibTeX

P. Filzmoser:
"Variable selection in regression models";
Talk: Universität Olomouc, Seminar at the Palacky University, Czech Republic (invited); 04-08-2013.

BibTeX

P. Filzmoser:
"What can Robust Statistics Offer for Practice?";
Talk: Geological Survey of Norway, Trondheim (invited); 10-27-2006.

BibTeX

P. Filzmoser:
"What statistical tool is best?";
Talk: Drawing Insights from Complex Data, TU Wien (invited); 04-11-2018.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser, C. Croux, H. Fritz:
"Robust Sparse Principal Component Analysis";
Talk: Austrian Statistical Society, Vienna (invited); 06-04-2012.

BibTeX

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.

BibTeX

P. Filzmoser, C. Croux, H. Fritz:
"Sparse and robust principal component analysis";
Talk: DAGStat 2013, Dortmund (invited); 03-20-2013.

BibTeX

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.

BibTeX

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.

BibTeX

P. Filzmoser, M. Gschwandtner, V. Todorov:
"Sparse statistical methods: theory, applications, software";
Talk: ECO Summer School, Verona / Italy (invited); 06-14-2012.

BibTeX

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.

BibTeX

P. Filzmoser, K. Hron:
"Compositional data analysis: challenges for environment sciences";
Talk: University Venice, Venice / Italy (invited); 06-13-2012.

BibTeX

P. Filzmoser, K. Hron:
"Robuste multivariate Methoden für die Analyse von Kompositionsdaten";
Poster: Workshop TU Dresden - TU Wien, Dresden (invited); 03-17-2011.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

H. Fritz, P. Filzmoser, M. Templ:
"Robust Estimation of Missing Values";
Talk: International Workshop on Robust Statistics and R, Banff (invited); 11-01-2007.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

M. Gschwandtner, P. Filzmoser, C. Croux, G. Haesbroeck:
"A robust approach to regularized discriminant analysis";
Talk: Statistische Tage 2011, Graz; 09-08-2011.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

K. Hron, P. Filzmoser:
"Classical and robust correlation analysis of compositional data";
Talk: Statistische Woche 2012, TU Wien; 09-18-2012 - 09-21-2012.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

K. Hron, P. Filzmoser:
"Robust regression for compositional data";
Talk: International Conference on Robust Statistics, Prag; 06-29-2010.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

B. Kavsek, P. Filzmoser:
"PLS - Regression und ihre Anwendungen";
Talk: Österreichische Statistiktage 2002, Wien; 10-25-2002.

BibTeX

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.

BibTeX

S. Kraft, M. Templ, P. Filzmoser:
"Simulation";
Talk: AMELI Meeting, Wiesbaden; 11-07-2008.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

A. Meraner, M. Templ, P. Filzmoser:
"Outlier Detection for Semi-continuous Variables";
Talk: AMELI Meeting in Wien, Wien (invited); 02-24-2010.

BibTeX

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.

BibTeX

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.

BibTeX

D. Miksova, P. Filzmoser:
"Replacement of values above an upper detection limit in compositions";
Talk: IAMG 2018, Olomouc; 09-04-2018 - 09-07-2018.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

C. Rieser, P. Filzmoser:
"Piecewise smoothing splines";
Talk: ÖSG Statistiktage, Wien; 10-24-2019 - 10-25-2019.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

M. Templ, A. Alfons, P. Filzmoser:
"Recent Developments in Visualization : Focus on Missing Values and Maps";
Talk: AMELI Meeting, Wiesbaden; 11-07-2008.

BibTeX

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.

BibTeX

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.

BibTeX

M. Templ, P. Filzmoser:
"Stability of Cluster Analysis";
Talk: The R User Conference 2006, Wien (invited); 06-16-2006.

BibTeX

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.

BibTeX

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.

BibTeX

M. Templ, P. Filzmoser, C. Reimann:
"Cluster Analysis: Data preparation? Which algorithm? How many clusters?";
Talk: Lifestat 2008, München (invited); 03-12-2008.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

V. Todorov, P. Filzmoser:
"Multivariate robust partial M-regression";
Talk: ICORS 2013 International Conference on Robust Statistics, Saint Petersburg, Russia; 07-08-2013.

BibTeX

V. Todorov, P. Filzmoser:
"Robust discrimination in high dimensions";
Talk: International Conference on Robust Statistics, Prag; 06-29-2010.

BibTeX

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.

BibTeX

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.

BibTeX

V. Todorov, P. Filzmoser:
"Sparse and robust methods for discrimination in high dimensions";
Talk: Statistische Tage 2011, Graz; 09-08-2011.

BibTeX

V. Todorov, P. Filzmoser:
"Sparse and robust partial least squares regression";
Talk: Statistische Woche 2012, TU Wien; 09-18-2012 - 09-21-2012.

BibTeX

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.

BibTeX

V. Todorov, K. Hruzova, K. Hron, P. Filzmoser:
"An R package for robust orthogonal regression for compositional data";
Talk: 61¬ Reunião Anual da Região Brasileira da Sociedade Internacional de Biometria (RBras 2016), Salvador; 05-23-2016 - 05-25-2016.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

K. Varmuza, P. Filzmoser:
"Variable selection and its strict evaluation";
Talk: CC 2013 Conferentia Chemometrica 2013, Sopron / Hungary; 09-09-2013 - 09-11-2013.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

A. Weisser, F. Endel, G. Endel, P. Filzmoser:
"Results of the project ATC-ICD";
Talk: 26th PCSI annual conference, München; 09-17-2010.

BibTeX

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.

BibTeX

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.

BibTeX


Doctor's Theses (authored and supervised)


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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

P. Christodoulides:
"Principal Plane Analysis: Introduction Criteria for the Simultaneous Extraction of Principal Planes";
Supervisor, Reviewer: P. Filzmoser, H. Strelec; E107, 2003.

BibTeX

H. Fritz:
"Robust Clustering and Dimension Reduction: Methods, Algorithms and Implementation";
Supervisor, Reviewer: P. Filzmoser, F. Leisch; E107, 2011.

BibTeX

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.

BibTeX

I. Hoffmann:
"Sparse and robust modeling for high=dimensional data";
Supervisor, Reviewer: P. Filzmoser, B. Walczak, T. Verdonck; E105, 2017.

BibTeX

P. Kynčlová:
"Methodological contributions to compositional data analysis";
Supervisor, Reviewer: P. Filzmoser; E105 Institut für Stochastik und Wirtschaftsmathematik, 2016; oral examination: 01-2016.

BibTeX

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.

BibTeX

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.

BibTeX

T. Ortner:
"Local projections for high-dimensional data analysis";
Supervisor, Reviewer: P. Filzmoser, M. Templ, M. Riani; E105, 2017.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

V. Todorov:
"Multivariate robust statistics";
Supervisor, Reviewer: P. Filzmoser, F. Leisch; E107, 2009.

BibTeX

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.

BibTeX

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.

BibTeX


Diploma and Master Theses (authored and supervised)


S. Aklan:
"Development and Implementation of Statistical Indicators for the Assessment of Brain Tumors";
Supervisor: P. Filzmoser, M. Templ; E107, 2012.

BibTeX

A. Appe:
"Statistical Classification of Multispectral Imaging Data";
Supervisor: P. Filzmoser; E107 Institut fuer Statistik und Wahrscheinlichkeitstheory, 2012; final examination: 02-2012.

BibTeX

P. Bauer:
"Boosting classifications with imbalanced data";
Supervisor: P. Filzmoser; E105, 2017.

BibTeX

K. Berger:
"Statistical Analysis of Sleep-EEG Data";
Supervisor: P. Filzmoser; E107, 2002.

BibTeX

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.

BibTeX

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.

BibTeX

R. Boubela:
"Integration of Statistical Computing and Interactive Visualization in a Single Framework";
Supervisor: P. Filzmoser; E107, 2010.

BibTeX

R. Brenner:
"Discriminant Analysis Applied to Geochemical Data";
Supervisor: P. Filzmoser; E107, 2003.

BibTeX

W. Dirschmid:
"Mathematische Methoden zeitraffender Lebensdaueranalysen";
Supervisor: R. Viertl, P. Filzmoser; E107 Institut fuer Statistik und Wahrscheinlichkeitstheory, 2012; final examination: 01-10-2012.

BibTeX

J. Eder:
"Linear mixed models for digital music data.";
Supervisor: P. Filzmoser; Statistics and Mathematical Methods in Economics, 2019; final examination: 06-19-2019.

BibTeX

C. El-Cheschin:
"Non-negative matrix factorization";
Supervisor: P. Filzmoser; E105, 2017.

BibTeX

H. Fritz:
"Plausibility of databases and the relation to imputation methods";
Supervisor: P. Filzmoser; E107, 2007.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

D. Guimaraes:
"Performance of survival models on predictive maintenance of construction machines";
Supervisor: P. Filzmoser; Stochastik und Wirtschaftsmathematik, 2020; final examination: 02-12-2020.

BibTeX

S. Hackl:
"Random Forest Klassifikation bei unbalancierten Daten";
Supervisor: P. Filzmoser; E105 Institut für Stochastik und Wirtschaftsmathematik, 2015; final examination: 10-12-2015.

BibTeX

G. Heiler:
"Cost-based statistical methods for fraud detection";
Supervisor: P. Filzmoser; Institut f. Stochastik und Wirtschaftsmathematik, 2018; final examination: 04-11-2018.

BibTeX

G. Hlavin:
"Evaluation of penalized regression methods in chemometrics";
Supervisor: P. Filzmoser; E107 Institut für Statistik und Wahrscheinlichkeitstheorie, 2013; final examination: 10-17-2013.

BibTeX

S. Hödlmoser:
"One class classification of longitudinal data";
Supervisor: P. Filzmoser; E105 Institut für Stochastik und Wirtschaftsmathematik, 2016; final examination: 01-2016.

BibTeX

I. Hoffmann:
"Linear discriminant analysis for high dimensional data";
Supervisor: P. Filzmoser; E107 Institut für Statistik und Wahrscheinlichkeitstheorie, 2014.

BibTeX

J. Holzer:
"Robust methods for the estimation of selected Laeken indicators";
Supervisor: P. Filzmoser; E107, 2009.

BibTeX

K. Kalcher:
"Meta-regression and Robustness";
Supervisor: P. Filzmoser; E107, 2009.

BibTeX

B. Kavsek:
"Partial Least Squares (PLS) Regression and its Robustification.";
Supervisor: P. Filzmoser; E107, 2002.

BibTeX

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.

BibTeX

A. Kircher:
"Random Forest for Unbalanced Multiple-Class Classification";
Supervisor: P. Filzmoser; E105, 2017.

BibTeX

F. Klinglmüller:
"Statistical Methods for Class-discovery and Analysis in Gene Expression Profiling Studies";
Supervisor: P. Filzmoser; E107, 2008.

BibTeX

S. Kraft:
"Simulation of a Population for the European Living and Income Conditions Survey";
Supervisor: P. Filzmoser; E107, 2009.

BibTeX

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.

BibTeX

J. Lehner:
"Analysis and visualization of Vienna's parking enforcement data";
Supervisor: P. Filzmoser; Stochastik und Wirtschaftsmathematik, 2020; final examination: 01-20-2020.

BibTeX

A. Litzellachner:
"Detection of temporal patterns and events in time-dependent acceleration data";
Supervisor: P. Filzmoser; E105, 2017.

BibTeX

T. Lumplecker:
"Regression und Diskriminanzanalyse mit R";
Supervisor: P. Filzmoser; E107, 2007.

BibTeX

E. Mair:
"Generalized linear models with compositional data";
Supervisor: P. Filzmoser; E105 Institut für Stochastik und Wirtschaftsmathematik, 2015; final examination: 11-23-2015.

BibTeX

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.

BibTeX

A. Meraner:
"Outlier Detection for Semi-continuous Variables";
Supervisor: P. Filzmoser, M. Templ; E107, 2010.

BibTeX

N. Mumic:
"Outlier detection in predictive time series models";
Supervisor: P. Filzmoser; E105 Institut für Stochastik und Wirtschaftsmathematik, 2016; final examination: 01-2016.

BibTeX

V. Öllerer:
"Imputation and Prediction of Multivariate Travel Time Data";
Supervisor: P. Filzmoser; E107 Institut fuer Statistik und Wahrscheinlichkeitstheory, 2012; final examination: 03-2012.

BibTeX

T. Ortner:
"Multivariate statistische Analyse von Gesundheitsdaten österreichischer Sozialversicherungsträger";
Supervisor: P. Filzmoser; E107 Institut für Statistik und Wahrscheinlichkeitstheorie, 2013; final examination: 11-28-2013.

BibTeX

R. Rentrop:
"Prognose der wirtschaftlichen Entwicklung deutscher Unternehmen mittels Machine Learning";
Supervisor: P. Filzmoser; E105, 2017.

BibTeX

F. Schröder:
"Classification in High-dimensional Feature Spaces";
Supervisor: P. Filzmoser; E107 Institut fuer Statistik und Wahrscheinlichkeitstheory, 2012; final examination: 09-2012.

BibTeX

L. Seyfang:
"Heuristiken zur Variablenselektion bei hochdimensionalen Daten";
Supervisor: P. Filzmoser; E107, 2008.

BibTeX

B. Steiger:
"Statistical Analysis for Environmental Data with R";
Supervisor: P. Filzmoser; E107, 2007.

BibTeX

M. Templ:
"Cluster Analysis with Application to Data from Geochemistry";
Supervisor: P. Filzmoser; E107, 2003.

BibTeX

T. Trvdic:
"Personalizing the Austrian inflation rate";
Supervisor: P. Filzmoser; Institut f. Stochastik und Wirtschaftsmathematik, 2018; final examination: 03-01-2018.

BibTeX

S. Zechner:
"Visualization of Indicators in R with Application to EU-SILC";
Supervisor: P. Filzmoser, M. Templ; E107, 2010.

BibTeX

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.

BibTeX


Scientific Reports


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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"Generation of synthetic EU-SILC data and simulation";
Report No. CS-2009-5, 2009.

BibTeX

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.

BibTeX

A. Alfons, P. Filzmoser, S. Kraft, M. Templ:
"Progress Report WP6-Simulation";
Report No. AMELI Project Deliverable 6.1, Part 2, 2009; 4 pages.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

A. Alfons, M. Templ, P. Filzmoser:
"Robust semiparametric estimation of economic indicators from survey samples";
Report No. CS-2011-5, 2011; 15 pages.

BibTeX

A. Alfons, M. Templ, P. Filzmoser:
"simFrame: An object-oriented framework for statistical simulation";
Report No. CS-2009-1, 2009.

BibTeX

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.

BibTeX

A. Alfons, M. Templ, P. Filzmoser:
"Simulation of EU-SILC population data: using the R package simPopulation";
Report No. CS-2010-5, 2010.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

J. Branco, C. Croux, P. Filzmoser, M.R. Oliveira:
"Robust canonical correlations: a comparative study, TS-03-4";
2003.

BibTeX

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.

BibTeX

C. Croux, P. Filzmoser:
"Projection pursuit based mesasures of association, TS-03-3";
2003.

BibTeX

C. Croux, P. Filzmoser, H. Fritz:
"Robust sparse principal component analysis";
Report No. SM-2011-2, 2011.

BibTeX

C. Croux, P. Filzmoser, K. Joossens:
"Robust linear discriminant analysis for multiple groups: influence and classification efficiencies, CS-2005-1";
2005.

BibTeX

C. Croux, P. Filzmoser, M.R. Oliveira:
"Projection-pursuit Estimators for Robust Principal Component Analysis, TS-04-4";
2004.

BibTeX

P. Filzmoser:
"Identification of Multivariate Outliers: A Performance Study, TS-04-3";
2004.

BibTeX

P. Filzmoser:
"Linear and nonlinear methods for regression and classification and applications in R";
Report No. CS-2008-3, 2008.

BibTeX

P. Filzmoser, H. Filzmoser:
"Ermittlung der Wahrscheinlichkeit einer Nichteinhaltung des Sicherheitsabstandes zwischen Ankerbohrungen, C-2006-4";
2006.

BibTeX

P. Filzmoser, H. Fritz:
"Exploring high-dimensional data with robust principal components";
Report No. CS-2007-2, 2007.

BibTeX

P. Filzmoser, R.G. Garrett, C. Reimann:
"Multivariate outlier detection in exploration geochemistry, TS-03-5";
2003.

BibTeX

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.

BibTeX

P. Filzmoser, K. Hron:
"Correlation analysis for compositional data";
Report No. SM-2008-2, 2008.

BibTeX

P. Filzmoser, K. Hron:
"Outlier detection for compositional data using robust methods";
Report No. CS-2007-1, 2007.

BibTeX

P. Filzmoser, K. Hron, C. Reimann:
"Principal component analysis for compositional data with outliers";
Report No. SM-2007-3, 2007.

BibTeX

P. Filzmoser, K. Hron, C. Reimann:
"Univariate statistical analysis of environmental data: Problems and possibilities";
Report No. SM-2009-2, 2009.

BibTeX

P. Filzmoser, K. Hron, C. Reimann, R.G. Garrett:
"Robust factor analysis for compositional data";
Report No. SM-2008-3, 2008.

BibTeX

P. Filzmoser, K. Hron, M. Templ:
"Discriminant analysis for compositional data and robust parameter estimation";
Report No. SM-2009-3, 2009.

BibTeX

P. Filzmoser, K. Joossens, C. Croux:
"Multiple group discriminant analysis: Robustness and error rate, CS-2006-1";
2006.

BibTeX

P. Filzmoser, B. Liebmann, K. Varmuza:
"Repeated double cross validation";
Report No. CS-2008-4, 2008.

BibTeX

P. Filzmoser, R. Maronna, R. Dimova, M. Werner:
"Outlier identification in high dimensions, CS-2006-3";
2006.

BibTeX

P. Filzmoser, S. Serneels, R. Maronna, P.J. Van Espen:
"Robust multivariate methods in chemometrics";
Report No. CS-2007-3, 2007.

BibTeX

P. Filzmoser, M. Templ, J. Gussenbauer:
"Short Overview on Outlier Detection Methods";
Report No. Deliverable 1 Contract with world bank (1157976), 2015; 35 pages.

BibTeX

P. Filzmoser, V. Todorov:
"Review of robust multivariate statistical methods in high dimension";
Report No. SM-2011-1, 2011.

BibTeX

P. Filzmoser, R. Viertl:
"Testing hypotheses with fuzzy data: The fuzzy p-value, RIS-2002-3";
2002.

BibTeX

H. Fritz, P. Filzmoser, C. Croux:
"A comparison of algorithms for the multivariate L1-median";
Report No. CS-2010-4, 2010.

BibTeX

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.

BibTeX

I. Hoffmann, S. Serneels, P. Filzmoser, C. Croux:
"Sparse partial robust M-regression";
Report No. CS-2015-1, 2015; 20 pages.

BibTeX

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.

BibTeX

K. Hron, M. Templ, P. Filzmoser:
"Imputation of missing values for compositional data using classical and robust methods";
Report No. SM-2008-4, 2008.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

Z. Karacsony, P. Filzmoser:
"Asymptotic normality of kernel type regression estimators for random fields";
Report No. MS-2008-1, 2008.

BibTeX

B. Liebmann, P. Filzmoser, K. Varmuza:
"Robust and classical PLS regression compared";
Report No. CS-2009-8, 2009.

BibTeX

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.

BibTeX

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.

BibTeX

N. Neykov, P. Filzmoser, R. Dimova, P. Neytchev:
"Robust fitting of mixtures using the Trimmed Likelihood Estimator, CS-2006-2";
2006.

BibTeX

M.R. Oliveira, J. Branco, C. Croux, P. Filzmoser:
"Robust Redundancy analysis by alternating regression, TS-03-2";
2003.

BibTeX

C. Reimann, P. Filzmoser, R.G. Garrett:
"Background and threshold - the need for visualisation, TS-03-1";
2003.

BibTeX

S. Serneels, C. Croux, P. Filzmoser, P.J. Van Espen:
"Robust Partial M-Regression, TS-04-2";
2004.

BibTeX

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.

BibTeX

M. Templ, A. Alfons, P. Filzmoser:
"Tools for visualising data and aggregated information";
Report No. CS-2009-3, 2009.

BibTeX

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.

BibTeX

M. Templ, P. Filzmoser:
"Visualization of missing values using the R-package VIM";
Report No. CS-2008-1, 2008.

BibTeX

M. Templ, P. Filzmoser, R. Reimann:
"Cluster Analysis applied to regional geochemical data: Problems and possibilities, CS-2006-5";
2006.

BibTeX

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.

BibTeX

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.

BibTeX

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.

BibTeX

M. Templ, A. Kowarik, P. Filzmoser:
"EM-based stepwise regression imputation using standard and robust methods";
Report No. CS-2010-3, 2010.

BibTeX

V. Todorov, P. Filzmoser:
"An object-oriented framework for robust multivariate analysis";
Report No. CS-2009-7, 2009.

BibTeX

V. Todorov, P. Filzmoser:
"Robust statistic for the one-way MANOVA";
Report No. CS-2007-7, 2007.

BibTeX

H. Treiblmaier, P. Filzmoser:
"Benefits from using continuous rating scales in online survey research";
Report No. SM-2009-4, 2009.

BibTeX

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.

BibTeX

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.

BibTeX

R. Wieser, P. Filzmoser:
"Anwendung statistischer Verfahren auf einen kommunalen Datensatz";
Report No. CS-2008-7, 2008.

BibTeX


Non-textual Scientific Publications


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.

BibTeX