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Journal Articles
- 2024
[j20]Isabella Czedik-Eysenberg
, Oliver J. Wieczorek, Arthur Flexer, Christoph Reuter:
Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness. Trans. Int. Soc. Music. Inf. Retr. 7(1) (2024)- 2023
- [j19]Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer:
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers. Neural Comput. Appl. 35(14): 10011-10029 (2023) - 2021
- [j18]Roman Feldbauer, Lukas Gosch, Lukas Lüftinger, Patrick Hyden, Arthur Flexer, Thomas Rattei:
DeepNOG: fast and accurate protein orthologous group assignment. Bioinform. 36(22-23): 5304-5312 (2021) - [j17]Katharina Prinz, Arthur Flexer, Gerhard Widmer:
On End-to-End White-Box Adversarial Attacks in Music Information Retrieval. Trans. Int. Soc. Music. Inf. Retr. 4(1): 93 (2021) - [j16]Arthur Flexer, Taric Lallai, Katja Rasl:
On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation. Trans. Int. Soc. Music. Inf. Retr. 4(1): 182 (2021) - 2020
- [j15]Roman Feldbauer, Thomas Rattei, Arthur Flexer:
scikit-hubness: Hubness Reduction and Approximate Neighbor Search. J. Open Source Softw. 5(45): 1957 (2020) - [j14]Monika Dörfler, Thomas Grill, Roswitha Bammer, Arthur Flexer:
Basic filters for convolutional neural networks applied to music: Training or design? Neural Comput. Appl. 32(4): 941-954 (2020) - [j13]Arthur Flexer, Florence Levé, Geoffroy Peeters, Julián Urbano:
Introduction to the Special Collection "20th Anniversary of ISMIR". Trans. Int. Soc. Music. Inf. Retr. 3(1): 218-220 (2020) - 2019
- [j12]Roman Feldbauer, Arthur Flexer:
A comprehensive empirical comparison of hubness reduction in high-dimensional spaces. Knowl. Inf. Syst. 59(1): 137-166 (2019) - 2015
- [j11]Arthur Flexer, Dominik Schnitzer:
Choosing ℓp norms in high-dimensional spaces based on hub analysis. Neurocomputing 169: 281-287 (2015) - 2013
- [j10]Markus Schedl, Arthur Flexer, Julián Urbano:
The neglected user in music information retrieval research. J. Intell. Inf. Syst. 41(3): 523-539 (2013) - 2012
- [j9]Dominik Schnitzer, Arthur Flexer, Markus Schedl, Gerhard Widmer:
Local and global scaling reduce hubs in space. J. Mach. Learn. Res. 13: 2871-2902 (2012) - [j8]Dominik Schnitzer, Arthur Flexer, Gerhard Widmer:
A fast audio similarity retrieval method for millions of music tracks. Multim. Tools Appl. 58(1): 23-40 (2012) - 2010
- [j7]Arthur Flexer, Dominik Schnitzer:
Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases. Comput. Music. J. 34(3): 20-28 (2010) - 2007
- [j6]Arthur Flexer, Scott Makeig:
Independent Component Analysis of EEG Recorded During Two-Person Game Playing. Appl. Artif. Intell. 21(9): 883-894 (2007) - 2005
- [j5]Arthur Flexer, Georg Gruber, Georg Dorffner:
A reliable probabilistic sleep stager based on a single EEG signal. Artif. Intell. Medicine 33(3): 199-207 (2005) - [j4]Arthur Flexer, Herbert Bauer, Jürgen Pripfl, Georg Dorffner:
Using ICA for removal of ocular artifacts in EEG recorded from blind subjects. Neural Networks 18(7): 998-1005 (2005) - 2002
- [j3]Arthur Flexer, Georg Dorffner, Peter Sykacek, Iead Rezek:
An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model. Appl. Artif. Intell. 16(3): 199-207 (2002) - 2001
- [j2]Arthur Flexer:
On the use of self-organizing maps for clustering and visualization. Intell. Data Anal. 5(5): 373-384 (2001) - 2000
- [j1]Arthur Flexer, Herbert Bauer:
Monitoring human information processing via intelligent data analysis of EEG recordings. Intell. Data Anal. 4(2): 113-128 (2000)
Conference and Workshop Papers
- 2023
- [c50]Arthur Flexer:
Can ChatGPT Be Useful for Distant Reading of Music Similarity. HCMIR@ISMIR 2023 - [c49]Bob L. T. Sturm, Arthur Flexer:
A Review of Validity and Its Relationship to Music Information Research. ISMIR 2023: 47-55 - 2022
- [c48]Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer:
Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. ISMIR 2022: 876-883 - 2021
- [c47]Arthur Flexer:
Computational Filling of Curatorial Gaps in a Fine Arts Exhibition. ICCC 2021: 2-5 - [c46]Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer:
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. ISMIR 2021: 531-538 - 2019
- [c45]Arthur Flexer, Taric Lallai:
Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?. ISMIR 2019: 494-500 - 2018
- [c44]Roman Feldbauer, Maximilian Leodolter, Claudia Plant, Arthur Flexer:
Fast Approximate Hubness Reduction for Large High-Dimensional Data. ICBK 2018: 358-367 - [c43]Arthur Flexer, Monika Dörfler, Jan Schlüter, Thomas Grill:
Hubness as a Case of Technical Algorithmic Bias in Music Recommendation. ICDM Workshops 2018: 1062-1069 - 2016
- [c42]Roman Feldbauer, Arthur Flexer:
Centering Versus Scaling for Hubness Reduction. ICANN (1) 2016: 175-183 - [c41]Arthur Flexer:
An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection. ICDM Workshops 2016: 716-723 - 2015
- [c40]Dominik Schnitzer, Arthur Flexer:
The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces. IJCNN 2015: 1-8 - [c39]Arthur Flexer:
Improving Visualization of High-Dimensional Music Similarity Spaces. ISMIR 2015: 547-553 - 2014
- [c38]Dominik Schnitzer, Arthur Flexer, Nenad Tomasev:
A Case for Hubness Removal in High-Dimensional Multimedia Retrieval. ECIR 2014: 687-692 - [c37]Dominik Schnitzer, Arthur Flexer:
Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis. ESANN 2014 - [c36]Emmanuel Vincent, Aggelos Gkiokas, Dominik Schnitzer, Arthur Flexer:
An investigation of likelihood normalization for robust ASR. INTERSPEECH 2014: 621-625 - [c35]Arthur Flexer:
On Inter-rater Agreement in Audio Music Similarity. ISMIR 2014: 245-250 - [c34]Peter Knees, Dominik Schnitzer, Arthur Flexer:
Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness. ICMR 2014: 161 - 2013
- [c33]Dominik Schnitzer, Arthur Flexer, Jan Schlueter:
The relation of hubs to the Doddington zoo in speaker verification. EUSIPCO 2013: 1-5 - [c32]Arthur Flexer, Dominik Schnitzer:
Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces? ICDM Workshops 2013: 460-467 - 2012
- [c31]Thomas Grill, Arthur Flexer:
Visualization of perceptual qualities in Textural sounds. ICMC 2012 - [c30]Arthur Flexer, Dominik Schnitzer, Jan Schlueter:
A MIREX Meta-analysis of Hubness in Audio Music Similarity. ISMIR 2012: 175-180 - [c29]Markus Schedl, Arthur Flexer:
Putting the User in the Center of Music Information Retrieval. ISMIR 2012: 385-390 - 2011
- [c28]Thomas Grill, Arthur Flexer, Stuart Cunningham:
Identification of perceptual qualities in textural sounds using the repertory grid method. Audio Mostly Conference 2011: 67-74 - [c27]Dominik Schnitzer, Arthur Flexer, Markus Schedl, Gerhard Widmer:
Using Mutual Proximity to Improve Content-Based Audio Similarity. ISMIR 2011: 79-84 - [c26]Andre Holzapfel, Gino Angelo M. Velasco, Nicki Holighaus, Monika Dörfler, Arthur Flexer:
Advantages of nonstationary gabor transforms in beat tacking. MIRUM 2011: 45-50 - 2010
- [c25]Arthur Flexer, Martin Gasser, Dominik Schnitzer:
Limitations of interactive music recommendation based on audio content. Audio Mostly Conference 2010: 13 - [c24]Arthur Flexer, Dominik Schnitzer, Martin Gasser, Tim Pohle:
Combining Features Reduces Hubness in Audio Similarity. ISMIR 2010: 171-176 - [c23]Dominik Schnitzer, Arthur Flexer, Gerhard Widmer, Martin Gasser:
Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. ISMIR 2010: 327-332 - 2009
- [c22]Dominik Schnitzer, Arthur Flexer, Gerhard Widmer:
A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks. ISMIR 2009: 537-542 - [c21]Klaus Seyerlehner, Arthur Flexer, Gerhard Widmer:
On the limitations of browsing top-N recommender systems. RecSys 2009: 321-324 - 2008
- [c20]Arthur Flexer, Dominik Schnitzer, Martin Gasser, Gerhard Widmer:
Playlist Generation using Start and End Songs. ISMIR 2008: 173-178 - [c19]Martin Gasser, Arthur Flexer, Gerhard Widmer:
Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams. ISMIR 2008: 205-210 - 2007
- [c18]Arthur Flexer:
A Closer Look on Artist Filters for Musical Genre Classification. ISMIR 2007: 341-344 - [c17]Arnaud Moreau, Arthur Flexer:
Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation. ISMIR 2007: 353-354 - 2006
- [c16]Arthur Flexer, Fabien Gouyon, Simon Dixon, Gerhard Widmer:
Probabilistic Combination of Features for Music Classification. ISMIR 2006: 111-114 - 2005
- [c15]Elias Pampalk, Arthur Flexer, Gerhard Widmer:
Hierarchical Organization and Description of Music Collections at the Artist Level. ECDL 2005: 37-48 - [c14]Gerhard Widmer, Simon Dixon, Arthur Flexer, Werner Goebl, Peter Knees, Søren Tjagvad Madsen, Elias Pampalk, Tim Pohle, Markus Schedl, Asmir Tobudic:
The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna. ICMC 2005 - [c13]Arthur Flexer, Elias Pampalk, Gerhard Widmer:
Novelty Detection Based on Spectral Similarity of Songs. ISMIR 2005: 260-263 - [c12]Elias Pampalk, Arthur Flexer, Gerhard Widmer:
Improvements of Audio-Based Music Similarity and Genre Classificaton. ISMIR 2005: 628-633 - 2002
- [c11]Arthur Flexer, Georg Gruber, Georg Dorffner:
Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. ICANN 2002: 1013-1018 - [c10]Arthur Flexer, Georg Gruber, Georg Dorffner:
Improvements on continuous unsupervised sleep staging. NNSP 2002: 687-695 - 2001
- [c9]Arthur Flexer, Herbert Bauer, Claus Lamm, Georg Dorffner:
Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component. ICANN 2001: 609-616 - [c8]Peter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner:
A Probabilistic Approach to High-Resolution Sleep Analysis. ICANN 2001: 617-624 - 2000
- [c7]Mikko Koivuluoma, Alpo Värri, Arthur Flexer:
Modelling sleep with Gaussian mixture model based on eye movements and delta-activity. EUSIPCO 2000: 1-4 - [c6]Arthur Flexer, Peter Sykacek, Georg Dorffner, Iead Rezek:
Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager. IJCNN (3) 2000: 627-631 - 1999
- [c5]Arthur Flexer, Herbert Bauer:
Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings. IDA 1999: 137-148 - [c4]Arthur Flexer:
On the Use of Self-Organizing Maps for Clustering and Visualization. PKDD 1999: 80-88 - 1998
- [c3]Arthur Flexer, Herbert Bauer:
Discovery of Common Subsequences in Cognitive Evoked Potentials. PKDD 1998: 309-317 - 1996
- [c2]Arthur Flexer:
Limitations of Self-organizing Maps for Vector Quantization and Multidimensional Scaling. NIPS 1996: 445-451 - 1995
- [c1]Arthur Flexer:
Connectionists and Statisticans, Friends or Foes? IWANN 1995: 454-461
Editorship
- 2019
- [e1]Arthur Flexer, Geoffroy Peeters, Julián Urbano, Anja Volk:
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019. 2019, ISBN 978-1-7327299-1-9 [contents]
Informal and Other Publications
- 2023
- [i8]Bob L. T. Sturm, Arthur Flexer:
Validity in Music Information Research Experiments. CoRR abs/2301.01578 (2023) - 2022
- [i7]Katharina Hoedt, Arthur Flexer, Gerhard Widmer:
Defending a Music Recommender Against Hubness-Based Adversarial Attacks. CoRR abs/2205.12032 (2022) - [i6]Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer:
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. CoRR abs/2208.12485 (2022) - 2021
- [i5]Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer:
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. CoRR abs/2107.09045 (2021) - 2020
- [i4]Katharina Prinz, Arthur Flexer:
End-to-End Adversarial White Box Attacks on Music Instrument Classification. CoRR abs/2007.14714 (2020) - [i3]Katharina Prinz, Arthur Flexer, Gerhard Widmer:
The Impact of Label Noise on a Music Tagger. CoRR abs/2008.06273 (2020) - 2019
- [i2]Roman Feldbauer, Thomas Rattei, Arthur Flexer:
scikit-hubness: Hubness Reduction and Approximate Neighbor Search. CoRR abs/1912.00706 (2019) - 2017
- [i1]Monika Dörfler, Thomas Grill, Roswitha Bammer, Arthur Flexer:
Basic Filters for Convolutional Neural Networks: Training or Design? CoRR abs/1709.02291 (2017)
Coauthor Index
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