Connectionists and Statisticans, Friends or Foes? - Arthur Flexer (IWANN, 1995)

Limitations of Self-organizing Maps for Vector Quantization and Multidimensional Scaling. - Arthur Flexer (NIPS, 1996)

Discovery of Common Subsequences in Cognitive Evoked Potentials. - Arthur Flexer; Herbert Bauer (PKDD, 1998)

Modelling sleep with Gaussian mixture model based on eye movements and delta-activity. - Mikko Koivuluoma; Alpo Värri; Arthur Flexer (EUSIPCO, 2000)

Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager. - Arthur Flexer; Peter Sykacek; Georg Dorffner; Iead Rezek (IJCNN (3), 2000)

Monitoring human information processing via intelligent data analysis of EEG recordings. - Arthur Flexer; Herbert Bauer (Intell. Data Anal., 2000)

Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component. - Arthur Flexer; Herbert Bauer; Claus Lamm; Georg Dorffner (ICANN, 2001)

A Probabilistic Approach to High-Resolution Sleep Analysis. - Peter Sykacek; Stephen J. Roberts; Iead Rezek; Arthur Flexer; Georg Dorffner (ICANN, 2001)

On the use of self-organizing maps for clustering and visualization. - Arthur Flexer (Intell. Data Anal., 2001)

Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. - Arthur Flexer; Georg Gruber; Georg Dorffner (ICANN, 2002)

Improvements on continuous unsupervised sleep staging. - Arthur Flexer; Georg Gruber; Georg Dorffner (NNSP, 2002)

An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model. - Arthur Flexer; Georg Dorffner; Peter Sykacek; Iead Rezek (Appl. Artif. Intell., 2002)

Hierarchical Organization and Description of Music Collections at the Artist Level. - Elias Pampalk; Arthur Flexer; Gerhard Widmer (ECDL, 2005)

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna. - Gerhard Widmer; Simon Dixon; Arthur Flexer; Werner Goebl; Peter Knees; Søren Tjagvad Madsen; Elias Pampalk; Tim Pohle; Markus Schedl; Asmir Tobudic (ICMC, 2005)

Novelty Detection Based on Spectral Similarity of Songs. - Arthur Flexer; Elias Pampalk; Gerhard Widmer (ISMIR, 2005)

Improvements of Audio-Based Music Similarity and Genre Classificaton. - Elias Pampalk; Arthur Flexer; Gerhard Widmer (ISMIR, 2005)

A reliable probabilistic sleep stager based on a single EEG signal. - Arthur Flexer; Georg Gruber; Georg Dorffner (Artif. Intell. Medicine, 2005)

Using ICA for removal of ocular artifacts in EEG recorded from blind subjects. - Arthur Flexer; Herbert Bauer; Jürgen Pripfl; Georg Dorffner (Neural Networks, 2005)

Probabilistic Combination of Features for Music Classification. - Arthur Flexer; Fabien Gouyon; Simon Dixon; Gerhard Widmer (ISMIR, 2006)

A Closer Look on Artist Filters for Musical Genre Classification. - Arthur Flexer (ISMIR, 2007)

Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation. - Arnaud Moreau; Arthur Flexer (ISMIR, 2007)

Independent Component Analysis of EEG Recorded During Two-Person Game Playing. - Arthur Flexer; Scott Makeig (Appl. Artif. Intell., 2007)

Playlist Generation using Start and End Songs. - Arthur Flexer; Dominik Schnitzer; Martin Gasser; Gerhard Widmer (ISMIR, 2008)

Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams. - Martin Gasser; Arthur Flexer; Gerhard Widmer (ISMIR, 2008)

A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks. - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer (ISMIR, 2009)

On the limitations of browsing top-N recommender systems. - Klaus Seyerlehner; Arthur Flexer; Gerhard Widmer (RecSys, 2009)

Limitations of interactive music recommendation based on audio content. - Arthur Flexer; Martin Gasser; Dominik Schnitzer (Audio Mostly Conference, 2010)

Combining Features Reduces Hubness in Audio Similarity. - Arthur Flexer; Dominik Schnitzer; Martin Gasser; Tim Pohle (ISMIR, 2010)

Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer; Martin Gasser (ISMIR, 2010)

Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases. - Arthur Flexer; Dominik Schnitzer (Comput. Music. J., 2010)

Identification of perceptual qualities in textural sounds using the repertory grid method. - Thomas Grill; Arthur Flexer; Stuart Cunningham 001 (Audio Mostly Conference, 2011)

Using Mutual Proximity to Improve Content-Based Audio Similarity. - Dominik Schnitzer; Arthur Flexer; Markus Schedl; Gerhard Widmer (ISMIR, 2011)

Advantages of nonstationary gabor transforms in beat tacking. - Andre Holzapfel; Gino Angelo M. Velasco; Nicki Holighaus; Monika Dörfler; Arthur Flexer (MIRUM, 2011)

Visualization of perceptual qualities in Textural sounds. - Thomas Grill; Arthur Flexer (ICMC, 2012)

A MIREX Meta-analysis of Hubness in Audio Music Similarity. - Arthur Flexer; Dominik Schnitzer; Jan Schlueter (ISMIR, 2012)

Putting the User in the Center of Music Information Retrieval. - Markus Schedl; Arthur Flexer (ISMIR, 2012)

Local and global scaling reduce hubs in space. - Dominik Schnitzer; Arthur Flexer; Markus Schedl; Gerhard Widmer (J. Mach. Learn. Res., 2012)

A fast audio similarity retrieval method for millions of music tracks. - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer (Multim. Tools Appl., 2012)

The relation of hubs to the Doddington zoo in speaker verification. - Dominik Schnitzer; Arthur Flexer; Jan Schlueter (EUSIPCO, 2013)

Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces? - Arthur Flexer; Dominik Schnitzer (ICDM Workshops, 2013)

The neglected user in music information retrieval research. - Markus Schedl; Arthur Flexer; Julián Urbano (J. Intell. Inf. Syst., 2013)

A Case for Hubness Removal in High-Dimensional Multimedia Retrieval. - Dominik Schnitzer; Arthur Flexer; Nenad Tomasev (ECIR, 2014)

Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis. - Dominik Schnitzer; Arthur Flexer (ESANN, 2014)

An investigation of likelihood normalization for robust ASR. - Emmanuel Vincent 001; Aggelos Gkiokas; Dominik Schnitzer; Arthur Flexer (INTERSPEECH, 2014)

On Inter-rater Agreement in Audio Music Similarity. - Arthur Flexer (ISMIR, 2014)

Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness. - Peter Knees; Dominik Schnitzer; Arthur Flexer (ICMR, 2014)

The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces. - Dominik Schnitzer; Arthur Flexer (IJCNN, 2015)

Improving Visualization of High-Dimensional Music Similarity Spaces. - Arthur Flexer (ISMIR, 2015)

Choosing ℓp norms in high-dimensional spaces based on hub analysis. - Arthur Flexer; Dominik Schnitzer (Neurocomputing, 2015)

Centering Versus Scaling for Hubness Reduction. - Roman Feldbauer; Arthur Flexer (ICANN (1), 2016)

An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection. - Arthur Flexer (ICDM Workshops, 2016)

Basic Filters for Convolutional Neural Networks: Training or Design? - Monika Dörfler; Thomas Grill; Roswitha Bammer; Arthur Flexer (CoRR, 2017)

Fast Approximate Hubness Reduction for Large High-Dimensional Data. - Roman Feldbauer; Maximilian Leodolter; Claudia Plant; Arthur Flexer (ICBK, 2018)

Hubness as a Case of Technical Algorithmic Bias in Music Recommendation. - Arthur Flexer; Monika Dörfler; Jan Schlüter; Thomas Grill (ICDM Workshops, 2018)

Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?. - Arthur Flexer; Taric Lallai (ISMIR, 2019)

A comprehensive empirical comparison of hubness reduction in high-dimensional spaces. - Roman Feldbauer; Arthur Flexer (Knowl. Inf. Syst., 2019)

End-to-End Adversarial White Box Attacks on Music Instrument Classification. - Katharina Prinz; Arthur Flexer (CoRR, 2020)

The Impact of Label Noise on a Music Tagger. - Katharina Prinz; Arthur Flexer; Gerhard Widmer (CoRR, 2020)

scikit-hubness: Hubness Reduction and Approximate Neighbor Search. - Roman Feldbauer; Thomas Rattei; Arthur Flexer (J. Open Source Softw., 2020)

Basic filters for convolutional neural networks applied to music: Training or design? - Monika Dörfler; Thomas Grill; Roswitha Bammer; Arthur Flexer (Neural Comput. Appl., 2020)

Introduction to the Special Collection "20th Anniversary of ISMIR". - Arthur Flexer; Florence Levé; Geoffroy Peeters; Julián Urbano (Trans. Int. Soc. Music. Inf. Retr., 2020)

Computational Filling of Curatorial Gaps in a Fine Arts Exhibition. - Arthur Flexer (ICCC, 2021)

On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. - Verena Praher; Katharina Prinz; Arthur Flexer; Gerhard Widmer (ISMIR, 2021)

DeepNOG: fast and accurate protein orthologous group assignment. - Roman Feldbauer; Lukas Gosch; Lukas Lüftinger; Patrick Hyden; Arthur Flexer; Thomas Rattei (Bioinform., 2021)

On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation. - Arthur Flexer; Taric Lallai; Katja Rasl (Trans. Int. Soc. Music. Inf. Retr., 2021)

On End-to-End White-Box Adversarial Attacks in Music Information Retrieval. - Katharina Prinz; Arthur Flexer; Gerhard Widmer (Trans. Int. Soc. Music. Inf. Retr., 2021)

Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. - Francesco Foscarin; Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (ISMIR, 2022)

Defending a Music Recommender Against Hubness-Based Adversarial Attacks. - Katharina Hoedt; Arthur Flexer; Gerhard Widmer (CoRR, 2022)

Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. - Francesco Foscarin; Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (CoRR, 2022)

Can ChatGPT Be Useful for Distant Reading of Music Similarity. - Arthur Flexer (HCMIR@ISMIR, 2023)

A Review of Validity and Its Relationship to Music Information Research. - Bob L. T. Sturm; Arthur Flexer (ISMIR, 2023)

Validity in Music Information Research Experiments. - Bob L. T. Sturm; Arthur Flexer (CoRR, 2023)

Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers. - Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (Neural Comput. Appl., 2023)

On the Validity of Employing ChatGPT for Distant Reading of Music Similarity. - Arthur Flexer (ISMIR, 2024)

Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness. - Isabella Czedik-Eysenberg; Oliver J. Wieczorek; Arthur Flexer; Christoph Reuter (Trans. Int. Soc. Music. Inf. Retr., 2024)