Publication list for
Peter Knees
E194 - Institute of Information Systems Engineering
as author or essentially involved person
79 records (2017 - 2022)
Books and Book Editorships
A. Lerch, P. Knees:
"Special Issue "Machine Learning Applied to Music/Audio Signal Processing"";
in series "Electronics",
series editor: C. Psychalinos et al.;
MDPI,
Basel,
2021,
ISSN: 2079-9292.
BibTeX
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P. Knees, Z. Gan (ed.):
"The ACM Multimedia 2020 Interactive Arts Exhibition: Human and AI Generated Multimedia";
GitHub,
2020.
BibTeX
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M. Tkalcic, M. Schedl, P. Knees:
"Special Issue on User Modeling for Personalized Interaction with Music";
in series "User Modeling and User-Adapted Interaction - The Journal of Personalization Research",
series editor: J. Masthoff et al.;
Springer Nature Switzerland AG,
Cham,
2020,
ISSN: 0924-1868.
BibTeX
P. Knees, Y. Deldjoo, F. Bakhshandegan Moghaddam, J. Adamczak, G. Leyson, P. Monreal (ed.):
"RecSys Challenge '19: Proceedings of the Workshop on ACM Recommender Systems Challenge";
ACM,
New York, NY, United States,
2019,
ISBN: 978-1-4503-7667-9.
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Publications in Scientific Journals
A. Hofmann, T. Miksa, P. Knees, A. Bakos, H. Sağlam, A. Ahmedaja, B. Yimwadsana, C. Chan, A. Rauber:
"Enabling FAIR use of Ethnomusicology Data - Through Distributed Repositories, Linked Data and Music Information Retrieval";
Empirical Musicology Review,
16
(2021),
1;
47
- 64.
BibTeX
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J. Adamczak, Y. Deldjoo, F. Bakhshandegan Moghaddam, P. Knees, G. Leyson, P. Monreal:
"Session-based Hotel Recommendations Dataset: As part of the ACM Recommender System Challenge 2019";
ACM Transactions on Intelligent Systems and Technology,
12
(2020),
1.
BibTeX
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P. Knees, M. Schedl, M. Goto:
"Intelligent User Interfaces for Music Discovery";
Transactions of the International Society for Music Information Retrieval,
3
(2020),
1;
165
- 179.
BibTeX
More information
T. Krismayer, M. Schedl, P. Knees, R. Rabiser:
"Predicting user demographics from music listening information";
Multimedia Tools and Applications,
78
(2019),
3;
2897
- 2920.
BibTeX
More information
Editorials in Scientific Journals
A. Lerch, P. Knees:
"Machine Learning Applied to Music/Audio Signal Processing";
Electronics,
10
(2021),
24.
BibTeX
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M. Tkalcic, M. Schedl, P. Knees:
"Preface to the Special Issue on User Modeling for Personalized Interaction with Music";
User Modeling and User-Adapted Interaction,
30
(2020),
195
- 198.
BibTeX
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Contributions to Books
P. Knees:
"Scaling Up Broken Systems? Considerations from the Area of Music Streaming";
in: "Perspectives on Digital Humanism",
H. Werthner, E. Prem, E. Lee, C. Ghezzi (ed.);
Springer Nature Switzerland AG,
Cham,
2022,
ISBN: 978-3-030-86146-9,
165
- 171.
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P. Knees:
"Datengestützte Empfehlungssysteme - Kuratiertes Musikangebot";
in: "Musikwirtschaft im Zeitalter der Digitalisierung. Handbuch für Wissenschaft und Praxis",
H. Wandjo, A. Endreß (ed.);
Nomos Verlagsgesellschaft mbH & Co. KG,
Baden-Baden,
2021,
ISBN: 978-3-8487-3367-5,
419
- 432.
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P. Knees, M. Schedl, B. Ferwerda, A. Laplante:
"User awareness in music recommender systems";
in: "Personalized Human-Computer Interaction",
M. Augstein, E. Herder, W. Wörndl (ed.);
DeGruyter,
Berlin, Boston,
2019,
ISBN: 9783110552485,
223
- 252.
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Contributions to Proceedings
Y. Deldjoo, M. Schedl, B. Hidasi, P. Knees:
"Multimedia Recommender Systems";
in: "Proceedings of the 12th ACM Conference on Recommender Systems",
issued by: ACM;
ACM,
New York, NY, USA,
2018,
ISBN: 978-1-4503-5901-6,
537
- 538.
BibTeX
More information
H. Pálmason, B. Jónsson, M. Schedl, P. Knees:
"Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts";
in: "CMMR 2017: Music Technology with Swing",
LNCS 11265;
M. Aramaki, M. Davies, R. Kronland-Martinet, S. Ystad (ed.);
Springer,
Cham,
2018,
49
- 62.
BibTeX
More information
R. Vogl, P. Knees:
"MIREX Submission for Drum Transcription 2018";
in: "14th Music Information Retrieval Evaluation eXchange (MIREX 2018)",
International Music Information Retrieval Systems Evaluation Laboratory, School of Information Sciences, University of Illinois at Urbana-Champaign,
Urbana-Champaign, IL, USA,
2018,
2 pages.
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R. Vogl, M. Dorfer, G. Widmer, P. Knees:
"MIREX Submission for Drum Transcription 2017";
in: "13th Music Information Retrieval Evaluation eXchange (MIREX 2017)",
International Music Information Retrieval Systems Evaluation Laboratory, School of Information Sciences, University of Illinois at Urbana-Champaign,
Urbana-Champaign, IL, USA,
2017,
1 pages.
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Editorials in Proceedings
P. Knees, M. Schedl, R. Fiebrink:
"Preface to the 2nd Workshop on Intelligent Music Interfaces for Listening and Creation (MILC)";
in: "Joint Proceedings of the ACM IUI 2019 Workshops",
2327;
C. Trattner, D. Parra, N. Riche (ed.);
CEUR-WS.org,
2019,
2 pages.
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P. Knees, M. Schedl, R. Fiebrink:
"IUI'18 Workshop on Intelligent Music Interfaces for Listening and Creation (MILC)";
in: "Joint Proceedings of the ACM IUI 2018 Workshops",
A. Said, T. Komatsu (ed.);
CEUR-WS.org,
2018,
2 pages.
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P. Knees, K. Andersen, A. Said, M. Tkalcic:
"UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems";
in: "Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization",
ACM,
New York, NY, USA,
2017,
ISBN: 978-1-4503-5067-9,
347
- 349.
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Talks and Poster Presentations (with Proceedings-Entry)
P. Knees:
"An Overview of Music Retrieval and Recommendation: From Describing Sound to Asking What is Fair";
Keynote Lecture: 6th Human-Computer Interaction Slovenia Conference (HCI-SI 2021),
Koper, Slovenia (invited);
2021-11-08; in: "Proceedings of the 6th Human-Computer Interaction Slovenia Conference",
M. Tkalcic, V. Pejović, M. Kljun, K. Čopič Pucihar (ed.);
CEUR-WS,
3054
(2021),
ISSN: 1613-0073;
2.
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M. Schedl, M. Mayr, P. Knees:
"Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access";
Talk: 2020 International Conference on Multimedia Retrieval (ICMR ´20),
Dublin, Ireland;
2020-10-26
- 2020-10-29; in: "Proceedings of the 2020 International Conference on Multimedia Retrieval",
ACM,
6
(2020),
ISBN: 9781450370875;
388
- 392.
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S. Hunold, A. Bhatele, G. Bosilca, P. Knees:
"Predicting MPI Collective Communication Performance Using Machine Learning";
Talk: IEEE International Conference on Cluster Computing (IEEE Cluster 2020) - Online Conference,
Kobe, Japan;
2020-09-14
- 2020-09-17; in: "Proceedings of the IEEE International Conference on Cluster Computing (IEEE Cluster 2020)",
IEEE,
(2020),
ISBN: 978-1-7281-6678-0;
259
- 269.
BibTeX
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A. Schindler, S. Gordea, P. Knees:
"Unsupervised cross-modal audio representation learning from unstructured multilingual text";
Talk: 35th Annual ACM Symposium on Applied Computing (SAC ´20),
Brno, Czech Republic;
2020-03-30
- 2020-04-03; in: "Proceedings of the 35th Annual ACM Symposium on Applied Computing (SAC ´20)",
ACM,
(2020),
ISBN: 9781450368667;
706
- 713.
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S. Böck, M. Davies, P. Knees:
"Multi-Task Learning of Tempo and Beat: Learning One to Improve the Other";
Talk: 20th International Society for Music Information Retrieval Conference (ISMIR),
Delft, The Netherlands;
2019-11-04
- 2019-11-08; in: "Proceedings of the 20th International Society for Music Information Retrieval Conference",
(2019),
486
- 493.
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P. Knees, M. Schedl, M. Goto:
"Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come";
Talk: 20th International Society for Music Information Retrieval Conference (ISMIR),
Delft, The Netherlands;
2019-11-04
- 2019-11-08; in: "Proceedings of the 20th International Society for Music Information Retrieval Conference",
(2019),
44
- 53.
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P. Knees:
"A Proposal for a Neutral Music Recommender System";
Talk: 1st Workshop on Designing Human-Centric Music Information Research Systems,
Delft, The Netherlands;
2019-11-02; in: "Proceedings of the 1st Workshop on Designing Human-Centric Music Information Research Systems",
M. Miron (ed.);
(2019),
4
- 7.
BibTeX
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P. Knees, M. Hübler:
"Towards Uncovering Dataset Biases: Investigating Record Label Diversity in Music Playlists";
Talk: 1st Workshop on Designing Human-Centric Music Information Research Systems,
Delft, The Netherlands;
2019-11-02; in: "Proceedings of the 1st Workshop on Designing Human-Centric Music Information Research Systems",
M. Miron (ed.);
(2019),
19
- 22.
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P. Knees, Y. Deldjoo, F. Bakhshandegan Moghaddam, J. Adamczak, G. Leyson, P. Monreal:
"RecSys Challenge 2019: Session-Based Hotel Recommendations";
Poster: 13th ACM Conference on Recommender Systems,
Copenhagen, Denmark;
2019-09-16
- 2019-09-20; in: "Proceedings of the 13th ACM Conference on Recommender Systems",
ACM,
New York, NY, USA
(2019),
ISBN: 9781450362436;
570
- 571.
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A. Schindler, P. Knees:
"Multi-Task Music Representation Learning from Multi-Label Embeddings";
Talk: 2019 International Conference on Content-Based Multimedia Indexing (CBMI),
Dublin, Ireland;
2019-09-04
- 2019-09-06; in: "Proceedings of the 17th International Conference on Content-Based Multimedia Indexing (CBMI2019)",
IEEE,
(2019),
ISBN: 978-1-7281-4673-7;
1
- 6.
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P. Knees, M. Schedl, R. Fiebrink:
"Intelligent Music Interfaces for Listening and Creation";
Talk: 24th International Conference on Intelligent User Interfaces,
Marina del Rey, CA, USA;
2019-03-16
- 2019-03-20; in: "Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion",
ACM,
New York, NY, USA
(2019),
ISBN: 9781450366731;
135
- 136.
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R. Vogl, H. Eghbal-Zadeh, P. Knees:
"An Automatic Drum Machine with Touch UI Based on a Generative Neural Network";
Poster: 24th International Conference on Intelligent User Interfaces,
Marina del Rey, CA, USA;
2019-03-16
- 2019-03-20; in: "Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion",
ACM,
New York, NY, USA
(2019),
ISBN: 9781450366731;
91
- 92.
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H. Eghbal-Zadeh, R. Vogl, G. Widmer, P. Knees:
"A GAN based Drum Pattern Generation UI Prototype";
Poster: 19th International Society for Music Information Retrieval Conference: Late-Breaking Demos Session,
Paris, France;
2018-09-23
- 2018-09-27; in: "19th International Society for Music Information Retrieval Conference: Late-Breaking Demos Session",
(2018),
Paper ID 32,
2 pages.
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R. Vogl, H. Eghbal-Zadeh, G. Widmer, P. Knees:
"GANs and Poses: An Interactive Generative Music Installation Controlled by Dance Moves";
Poster: 19th International Society for Music Information Retrieval Conference: Interactive Machine-Learning for Music @Exhibition,
Paris, France;
2018-09-23
- 2018-09-27; in: "19th International Society for Music Information Retrieval Conference: Interactive Machine-Learning for Music @Exhibition",
(2018),
5 pages.
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R. Vogl, G. Widmer, P. Knees:
"Towards Multi-Instrument Drum Transcription";
Talk: 21st International Conference on Digital Audio Effects (DAFx-18),
Aveiro, Portugal;
2018-09-04
- 2018-09-08; in: "Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-18)",
(2018),
ISSN: 2413-6700;
57
- 64.
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M. Schedl, F. Lemmerich, B. Ferwerda, M. Skowron, P. Knees:
"Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors";
Talk: 2017 IEEE International Symposium on Multimedia,
Taichung, Taiwan;
2017-12-11
- 2017-12-13; in: "Proceedings of the 2017 IEEE International Symposium on Multimedia",
IEEE,
(2017),
ISBN: 978-1-5386-2937-6;
308
- 311.
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R. Vogl, M. Dorfer, G. Widmer, P. Knees:
"Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks";
Talk: 18th International Society for Music Information Retrieval Conference,
Suzhou, China;
2017-10-23
- 2017-10-27; in: "Proceedings of the 18th International Society for Music Information Retrieval Conference",
(2017),
ISBN: 978-981-11-5179-8;
150
- 157.
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H. Pálmason, B. Jónsson, L. Amsaleg, M. Schedl, P. Knees:
"On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique";
Talk: 10th International Conference on Similarity Search and Applications,
Munich, Germany;
2017-10-04
- 2017-10-06; in: "Similarity Search and Applications",
C. Beeck, F. Borutta, P. Kröger, T. Seidl (ed.);
Lecture Notes in Computer Science, Springer,
10609
(2017),
ISBN: 978-3-319-68473-4;
275
- 283.
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H. Pálmason, B. Jónsson, M. Schedl, P. Knees:
"Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts";
Talk: 13th International Symposium on Computer Music Multidisciplinary Research,
Matosinhos, Portugal;
2017-09-25
- 2017-09-28; in: "Proceedings of the 13th International Symposium on Computer Music Multidisciplinary Research",
R. Kronland-Martinet, S. Ystad, M. Aramaki (ed.);
Les éditions de PRISM,
Marseille, France
(2017),
45
- 56.
BibTeX
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M. Schedl, P. Knees, F. Gouyon:
"New Paths in Music Recommender Systems Research";
Talk: 11th ACM Conference on Recommender Systems,
Como, Italien;
2017-08-27
- 2017-08-31; in: "Proceedings of the 11th ACM Conference on Recommender Systems",
ACM,
New York, NY, USA
(2017),
ISBN: 978-1-4503-4652-8;
392
- 393.
BibTeX
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T. Krismayer, M. Schedl, P. Knees, R. Rabiser:
"Prediction of User Demographics from Music Listening Habits";
Talk: 15th International Workshop on Content-Based Multimedia Indexing,
Florenz, Italien;
2017-06-19
- 2017-06-21; in: "Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing",
ACM,
New York, NY, USA
(2017),
ISBN: 978-1-4503-5333-5;
8:1
- 8:7.
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R. Vogl, P. Knees:
"An Intelligent Drum Machine for Electronic Dance Music Production and Performance";
Poster: 17th International Conference on New Interfaces for Musical Expression,
Copenhagen, Denmark;
2017-05-15
- 2017-05-18; in: "Proceedings of the 17th International Conference on New Interfaces for Musical Expression",
(2017),
231
- 236.
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P. Knees, K. Andersen:
"Building Physical Props for Imagining Future Recommender Systems";
Talk: 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces,
Limassol, Cyprus;
2017-03-13; in: "Proceedings of the 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces",
ACM,
New York, NY, USA
(2017),
ISBN: 978-1-4503-4905-5;
39
- 43.
BibTeX
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R. Vogl, M. Dorfer, P. Knees:
"Drum transcription from polyphonic music with recurrent neural networks";
Talk: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
New Orleans, LA, USA;
2017-03-05
- 2017-03-09; in: "Proceedings of the 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing",
(2017),
ISBN: 978-1-5090-4117-6;
201
- 205.
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Talks and Poster Presentations (without Proceedings-Entry)
P. Knees:
"Nachvollziehbare KI";
Talk: Digitale Kompetenzen @ Parlament,
Wien;
2021-06-14
- 2021-09-24.
BibTeX
P. Knees, C. Bauer, E. Lex, D. Sacharidis, M. Tkalcic:
"Panel on: Human-centered AI - Are we there yet?";
Talk: 5th HUMANIZE Workshop on Transparency and Explainability in Adaptive Systems through User Modeling Grounded in Psychological Theory,
College Station, TX, USA (invited);
2021-04-13.
BibTeX
P. Knees:
"Neutrality and Fairness in Music Recommendation: A Matter of Digital Humanism";
Talk: Georgia Tech Center for Music Technology Seminar Series,
Georgia Institute of Technology (invited);
2020-08-31.
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P. Knees:
"Music Information Retrieval for Building Intelligent Music Creation Tools";
Talk: Interactive Music Technologies,
St. Gilgen (invited);
2020-01-23.
BibTeX
P. Knees:
"From a Critical Take on Music Recommendation to Digital Humanism";
Talk: Critical Perspectives on Data Science and Machine Learning,
KTH Stockholm, Sweden (invited);
2019-11-13.
BibTeX
P. Knees:
"Introduction to Music Information Retrieval";
Talk: Informatik BEGINNER's Day 2019,
TU Wien;
2019-10-01.
BibTeX
P. Knees:
"On Stakeholders and Data Biases in Music Recommendation";
Talk: Media Technology and Interaction Design Seminar,
KTH Stockholm, Sweden (invited);
2019-09-25.
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P. Knees:
"New Intelligent Tools in Music Creation? A Case for User-Centric Research";
Talk: User Experience Design,
Jönköping University, Sweden (invited);
2019-09-23.
BibTeX
C. Bauer, P. Knees:
"Music Information Retrieval: Inside and Outside the Music";
Talk: Ars Electronica 2019 - AIxMusic Matinée,
Linz (invited);
2019-09-08.
BibTeX
C. Bauer, P. Knees, R. Vogl, H. Raber:
"Recommenders and Intelligent Tools in Music Creation: Why, Why Not, and How?";
Talk: Ars Electronica 2019 - AIxMusic Workshops,
Linz (invited);
2019-09-06.
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P. Knees:
"Ethnomusicology meets Music Information Retrieval: Towards Automated Segmentation and Analysis";
Talk: 2nd Workshop on Distributed Ethnomusicology data and MIR in the framework of ASEA-UNINET,
Mahidol University, Bangkok, Thailand;
2019-07-14.
BibTeX
H. Sağlam, A. Hofmann, A. Ahmedaja, T. Miksa, P. Knees:
"Towards an alliance for distributed music data?";
Talk: 45th International Council for Traditional Music World Conference,
Bangkok, Thailand;
2019-07-11
- 2019-07-17.
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P. Knees:
"Die perfekte Musikempfehlung - Perfekt für wen?";
Talk: Future Music Camp 2019,
Mannheim, Germany;
2019-05-16
- 2019-05-17.
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P. Knees, C. Wasner, B. Krenn:
"Artificial Intelligence and the Future of Business";
Talk: Vienna International Business Club,
Expat Center of the Vienna Business Agency (invited);
2019-02-12.
BibTeX
P. Knees:
"Introduction to Music Information Retrieval";
Talk: 1st Workshop on Distributed Ethnomusicology Data and Music Information Retrieval,
Mahidol University, Bangkok, Thailand;
2019-01-28
- 2019-01-30.
BibTeX
P. Knees:
"Towards Recommender Systems for Music Creators";
Talk: HCI Lunchtime Scientific Series,
TU Wien;
2019-01-14.
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P. Knees:
"Selected Topics in Music Recommendation";
Talk: E-Commerce Research Seminar for Ph.D. Students 2018W,
TU Wien (invited);
2018-11-22.
BibTeX
M. Schedl, P. Knees, F. Gouyon:
"Overview and New Challenges of Music Recommendation Research in 2018";
Talk: 19th International Society for Music Information Retrieval Conference,
Paris, France;
2018-09-23
- 2018-09-27.
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P. Knees:
"Music and Sound Recommendation for Listeners and Creators";
Talk: eBusiness in the Creative Industries,
University of Vienna (invited);
2018-05-15.
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P. Knees:
"Künstliche Intelligenz als personalisierter Komponist - Automatische Musikerzeugung als das Ende der Tantiemen?";
Talk: Future Music Camp 2018,
Mannheim, Germany;
2018-04-26
- 2018-04-27.
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P. Knees:
"Towards Visual Interfaces to Sound and Music Retrieval";
Talk: National Institute of Advanced Industrial Science and Technology (AIST),
Tsukuba, Japan (invited);
2018-03-12.
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P. Knees:
"Introduction to Music Information Retrieval";
Talk: Informatik BEGINNER's Day 2017,
TU Wien;
2017-10-02.
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P. Knees:
"Introduction to Music Information Retrieval and Music Content Analysis";
Talk: Indonesian Summer School on Music Information Retrieval,
Depok, Indonesia;
2017-08-14
- 2017-08-18.
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P. Knees:
"Me, Myself & A.I.";
Talk: Werbeplanung.at Summit 2017,
Vienna (invited);
2017-07-03
- 2017-07-05.
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P. Knees:
"Music Retrieval and Recommendation: Applications in Music Creation and Collaboration";
Talk: 3rd Berlin Music Information Retrieval Meetup,
Berlin, Germany (invited);
2017-05-15.
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P. Knees, R. Vogl:
"Music Information Retrieval for Creative Audio Production";
Poster: i²c Networking Friday 2017,
TU Wien;
2017-03-24.
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P. Knees:
"Towards Visual Approaches to Audio Retrieval in Creative Music Production";
Talk: Guest Lecture,
Chulalongkorn University, Bangkok, Thailand (invited);
2017-02-17.
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Habilitation Theses
P. Knees:
"Information Retrieval and Recommender Systems for Music Listening and Creation";
Technische Universität Wien / Fakultät für Informatik,
2020.
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Doctor's Theses (authored and supervised)
R. Vogl:
"Deep Learning Methods for Drum Transcription and Drum Pattern Generation";
Supervisor, Reviewer: G. Widmer, P. Knees, M. Davies;
Johannes Kepler University Linz,
2018.
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Diploma and Master Theses (authored and supervised)
I. Mikusová:
"Estimating Vocal Tract Resonances of Synthesized High-Pitched Vowels Using CNN";
Supervisor: P. Knees, B. Maass, C. Herbst;
Institut für Information Systems Engineering,
2022;
final examination: 2022-01-10.
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D. Gradinariu:
"On Multilingual Natural Language Processing for Social Media Engagement Prediction";
Supervisor: P. Knees;
Institut für Information Systems Engineering,
2020;
final examination: 2021-01-13.
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M. Aigner:
"Extraction of Tabular Information from PDF Documents - A graph-based Approach";
Supervisor: P. Knees, F. Preis;
Institut für Information Systems Engineering,
2020;
final examination: 2020-11-16.
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M. Gabriel:
"Distributed Factorization Machines for Next-Track Music Recommendation";
Supervisor: P. Knees;
Institut für Information Systems Engineering,
2020;
final examination: 2020-06-04.
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M. Lepadat:
"Rule-based Recommender for Feature Engineering in Big Data";
Supervisor: A. Tjoa, E. Kiesling, P. Knees;
Techniche Universität Wien,
2019;
final examination: 2019-06-05.
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G. Marzorati:
"An Investigation of Piano Transcription Algorithm for Jazz Music";
Supervisor: F. Antonacci, P. Knees, R. Vogl;
Politecnico di Milano, Italy,
2018.
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