Arthur Flexer

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 26

Top Topics

Nearest Neighbor

Music Recommendation

Convolutional Neural Networks

Music Information Retrieval

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

Publications

Bob L. T. Sturm, Arthur Flexer
A Review of Validity and Its Relationship to Music Information Research. ISMIR (2023)
Arthur Flexer
Can ChatGPT Be Useful for Distant Reading of Music Similarity. HCMIR@ISMIR (2023)
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) (2023)
Bob L. T. Sturm, Arthur Flexer
Validity in Music Information Research Experiments. CoRR (2023)
Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. ISMIR (2022)
Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. CoRR (2022)
Katharina Hoedt, Arthur Flexer, Gerhard Widmer
Defending a Music Recommender Against Hubness-Based Adversarial Attacks. CoRR (2022)
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) (2021)
Roman Feldbauer, Lukas Gosch, Lukas Lüftinger, Patrick Hyden, Arthur Flexer, Thomas Rattei
DeepNOG: fast and accurate protein orthologous group assignment. Bioinform. 36 (22-23) (2021)
Arthur Flexer
Computational Filling of Curatorial Gaps in a Fine Arts Exhibition. ICCC (2021)
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 (2021)
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) (2021)
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)
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) (2020)
Katharina Prinz, Arthur Flexer, Gerhard Widmer
The Impact of Label Noise on a Music Tagger. CoRR (2020)
Katharina Prinz, Arthur Flexer
End-to-End Adversarial White Box Attacks on Music Instrument Classification. CoRR (2020)
Roman Feldbauer, Thomas Rattei, Arthur Flexer
scikit-hubness: Hubness Reduction and Approximate Neighbor Search. J. Open Source Softw. 5 (45) (2020)
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) (2020)
Arthur Flexer, Taric Lallai
Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?. ISMIR (2019)
Roman Feldbauer, Thomas Rattei, Arthur Flexer
scikit-hubness: Hubness Reduction and Approximate Neighbor Search. CoRR (2019)
Roman Feldbauer, Arthur Flexer
A comprehensive empirical comparison of hubness reduction in high-dimensional spaces. Knowl. Inf. Syst. 59 (1) (2019)
Roman Feldbauer, Maximilian Leodolter, Claudia Plant, Arthur Flexer
Fast Approximate Hubness Reduction for Large High-Dimensional Data. ICBK (2018)
Arthur Flexer, Monika Dörfler, Jan Schlüter, Thomas Grill
Hubness as a Case of Technical Algorithmic Bias in Music Recommendation. ICDM Workshops (2018)
Monika Dörfler, Thomas Grill, Roswitha Bammer, Arthur Flexer
Basic Filters for Convolutional Neural Networks: Training or Design? CoRR (2017)
Roman Feldbauer, Arthur Flexer
Centering Versus Scaling for Hubness Reduction. ICANN (1) (2016)
Arthur Flexer
An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection. ICDM Workshops (2016)
Arthur Flexer
Improving Visualization of High-Dimensional Music Similarity Spaces. ISMIR (2015)
Arthur Flexer, Dominik Schnitzer
norms in high-dimensional spaces based on hub analysis. Neurocomputing 169 (2015)
Dominik Schnitzer, Arthur Flexer
The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces. IJCNN (2015)
Dominik Schnitzer, Arthur Flexer
Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis. ESANN (2014)
Dominik Schnitzer, Arthur Flexer, Nenad Tomasev
A Case for Hubness Removal in High-Dimensional Multimedia Retrieval. ECIR (2014)
Emmanuel Vincent, Aggelos Gkiokas, Dominik Schnitzer, Arthur Flexer
An investigation of likelihood normalization for robust ASR. INTERSPEECH (2014)
Arthur Flexer
On Inter-rater Agreement in Audio Music Similarity. ISMIR (2014)
Peter Knees, Dominik Schnitzer, Arthur Flexer
Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness. ICMR (2014)
Markus Schedl, Arthur Flexer, Julián Urbano
The neglected user in music information retrieval research. J. Intell. Inf. Syst. 41 (3) (2013)
Arthur Flexer, Dominik Schnitzer
Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces? ICDM Workshops (2013)
Dominik Schnitzer, Arthur Flexer, Jan Schlueter
The relation of hubs to the Doddington zoo in speaker verification. EUSIPCO (2013)
Thomas Grill, Arthur Flexer
Visualization of perceptual qualities in Textural sounds. ICMC (2012)
Dominik Schnitzer, Arthur Flexer, Gerhard Widmer
A fast audio similarity retrieval method for millions of music tracks. Multim. Tools Appl. 58 (1) (2012)
Arthur Flexer, Dominik Schnitzer, Jan Schlueter
A MIREX Meta-analysis of Hubness in Audio Music Similarity. ISMIR (2012)
Markus Schedl, Arthur Flexer
Putting the User in the Center of Music Information Retrieval. ISMIR (2012)
Dominik Schnitzer, Arthur Flexer, Markus Schedl, Gerhard Widmer
Local and global scaling reduce hubs in space. J. Mach. Learn. Res. 13 (2012)
Thomas Grill, Arthur Flexer, Stuart Cunningham
Identification of perceptual qualities in textural sounds using the repertory grid method. Audio Mostly Conference (2011)
Dominik Schnitzer, Arthur Flexer, Markus Schedl, Gerhard Widmer
Using Mutual Proximity to Improve Content-Based Audio Similarity. ISMIR (2011)
Andre Holzapfel, Gino Angelo M. Velasco, Nicki Holighaus, Monika Dörfler, Arthur Flexer
Advantages of nonstationary gabor transforms in beat tacking. MIRUM (2011)
Arthur Flexer, Dominik Schnitzer
Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases. Comput. Music. J. 34 (3) (2010)
Arthur Flexer, Martin Gasser, Dominik Schnitzer
Limitations of interactive music recommendation based on audio content. Audio Mostly Conference (2010)
Dominik Schnitzer, Arthur Flexer, Gerhard Widmer, Martin Gasser
Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. ISMIR (2010)
Arthur Flexer, Dominik Schnitzer, Martin Gasser, Tim Pohle
Combining Features Reduces Hubness in Audio Similarity. ISMIR (2010)
Klaus Seyerlehner, Arthur Flexer, Gerhard Widmer
On the limitations of browsing top-N recommender systems. RecSys (2009)
Dominik Schnitzer, Arthur Flexer, Gerhard Widmer
A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks. ISMIR (2009)
Arthur Flexer, Dominik Schnitzer, Martin Gasser, Gerhard Widmer
Playlist Generation using Start and End Songs. ISMIR (2008)
Martin Gasser, Arthur Flexer, Gerhard Widmer
Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams. ISMIR (2008)
Arthur Flexer, Scott Makeig
Independent Component Analysis of EEG Recorded During Two-Person Game Playing. Appl. Artif. Intell. 21 (9) (2007)
Arthur Flexer
A Closer Look on Artist Filters for Musical Genre Classification. ISMIR (2007)
Arnaud Moreau, Arthur Flexer
Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation. ISMIR (2007)
Arthur Flexer, Fabien Gouyon, Simon Dixon, Gerhard Widmer
Probabilistic Combination of Features for Music Classification. ISMIR (2006)
Arthur Flexer, Elias Pampalk, Gerhard Widmer
Novelty Detection Based on Spectral Similarity of Songs. ISMIR (2005)
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) (2005)
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)
Elias Pampalk, Arthur Flexer, Gerhard Widmer
Hierarchical Organization and Description of Music Collections at the Artist Level. ECDL (2005)
Elias Pampalk, Arthur Flexer, Gerhard Widmer
Improvements of Audio-Based Music Similarity and Genre Classificaton. ISMIR (2005)
Arthur Flexer, Georg Gruber, Georg Dorffner
A reliable probabilistic sleep stager based on a single EEG signal. Artif. Intell. Medicine 33 (3) (2005)
Arthur Flexer, Georg Gruber, Georg Dorffner
Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. ICANN (2002)
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) (2002)
Arthur Flexer, Georg Gruber, Georg Dorffner
Improvements on continuous unsupervised sleep staging. NNSP (2002)
Arthur Flexer
On the use of self-organizing maps for clustering and visualization. Intell. Data Anal. 5 (5) (2001)
Arthur Flexer, Herbert Bauer, Claus Lamm, Georg Dorffner
Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component. ICANN (2001)
Peter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner
A Probabilistic Approach to High-Resolution Sleep Analysis. ICANN (2001)
Arthur Flexer, Herbert Bauer
Monitoring human information processing via intelligent data analysis of EEG recordings. Intell. Data Anal. 4 (2) (2000)
Mikko Koivuluoma, Alpo Värri, Arthur Flexer
Modelling sleep with Gaussian mixture model based on eye movements and delta-activity. EUSIPCO (2000)
Arthur Flexer, Peter Sykacek, Georg Dorffner, Iead Rezek
Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager. IJCNN (3) (2000)
Arthur Flexer, Herbert Bauer
Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings. IDA (1999)
Arthur Flexer
On the Use of Self-Organizing Maps for Clustering and Visualization. PKDD (1999)
Arthur Flexer, Herbert Bauer
Discovery of Common Subsequences in Cognitive Evoked Potentials. PKDD (1998)
Arthur Flexer
Limitations of Self-organizing Maps for Vector Quantization and Multidimensional Scaling. NIPS (1996)
Arthur Flexer
Connectionists and Statisticans, Friends or Foes? IWANN (1995)