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)

On the Validity of Employing ChatGPT for Distant Reading of Music Similarity - Arthur Flexer (Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024, 2024)

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)

Can ChatGPT Be Useful for Distant Reading of Music Similarity - Arthur Flexer (Proceedings of the 2nd Workshop on Human-Centric Music Information Retrieval 2023 co-located with the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), Milan, Italy, November 10, 2023, 2023)

A Review of Validity and Its Relationship to Music Information Research - Bob L. T. Sturm; Arthur Flexer (Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023, 2023)

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

Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers - Francesco Foscarin; Katharina Hoedt; Verena Praher; Arthur Flexer; Gerhard Widmer (Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022, 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)

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

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

Computational Filling of Curatorial Gaps in a Fine Arts Exhibition - Arthur Flexer (Proceedings of the Twelfth International Conference on Computational Creativity, ICCC 2021, México City, México (Virtual), September 14-18, 2021, 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 (Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021, 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 (CoRR, 2021)

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)

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)

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

Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity? - Arthur Flexer; Taric Lallai (Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019, 2019)

Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019 - Arthur Flexer; Geoffroy Peeters; Julián Urbano; Anja Volk (2019)

scikit-hubness: Hubness Reduction and Approximate Neighbor Search - Roman Feldbauer; Thomas Rattei; Arthur Flexer (CoRR, 2019)

Fast Approximate Hubness Reduction for Large High-Dimensional Data - Roman Feldbauer; Maximilian Leodolter; Claudia Plant; Arthur Flexer (2018 IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17-18, 2018, 2018)

Hubness as a Case of Technical Algorithmic Bias in Music Recommendation - Arthur Flexer; Monika Dörfler; Jan Schlüter; Thomas Grill (2018 IEEE International Conference on Data Mining Workshops, ICDM Workshops, Singapore, Singapore, November 17-20, 2018, 2018)

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

Centering Versus Scaling for Hubness Reduction - Roman Feldbauer; Arthur Flexer (Artificial Neural Networks and Machine Learning - ICANN 2016 - 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part I, 2016)

An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection - Arthur Flexer (IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain, 2016)

Choosing \(l\)\(^p\) norms in high-dimensional spaces based on hub analysis - Arthur Flexer; Dominik Schnitzer (Neurocomputing, 2015)

The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces - Dominik Schnitzer; Arthur Flexer (2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015, 2015)

Improving Visualization of High-Dimensional Music Similarity Spaces - Arthur Flexer (Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015, 2015)

A Case for Hubness Removal in High-Dimensional Multimedia Retrieval - Dominik Schnitzer; Arthur Flexer; Nenad Tomasev (Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings, 2014)

Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis - Dominik Schnitzer; Arthur Flexer (22th European Symposium on Artificial Neural Networks, ESANN 2014, Bruges, Belgium, April 23-25, 2014, 2014)

An investigation of likelihood normalization for robust ASR - Emmanuel Vincent; Aggelos Gkiokas; Dominik Schnitzer; Arthur Flexer (15th Annual Conference of the International Speech Communication Association, INTERSPEECH 2014, Singapore, September 14-18, 2014, 2014)

On Inter-rater Agreement in Audio Music Similarity - Arthur Flexer (Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014, 2014)

Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness - Peter Knees; Dominik Schnitzer; Arthur Flexer (International Conference on Multimedia Retrieval, ICMR '14, Glasgow, United Kingdom - April 01 - 04, 2014, 2014)

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

The relation of hubs to the Doddington zoo in speaker verification - Dominik Schnitzer; Arthur Flexer; Jan Schlueter (21st European Signal Processing Conference, EUSIPCO 2013, Marrakech, Morocco, September 9-13, 2013, 2013)

Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces? - Arthur Flexer; Dominik Schnitzer (13th IEEE International Conference on Data Mining Workshops, ICDM Workshops, TX, USA, December 7-10, 2013, 2013)

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)

Visualization of perceptual qualities in Textural sounds - Thomas Grill; Arthur Flexer (Non-Cochlear Sound: Proceedings of the 38th International Computer Music Conference, ICMC 2012, Ljubljana, Slovenia, September 9-14, 2012, 2012)

A MIREX Meta-analysis of Hubness in Audio Music Similarity - Arthur Flexer; Dominik Schnitzer; Jan Schlueter (Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012, 2012)

Putting the User in the Center of Music Information Retrieval - Markus Schedl; Arthur Flexer (Proceedings of the 13th International Society for Music Information Retrieval Conference, ISMIR 2012, Mosteiro S.Bento Da Vitória, Porto, Portugal, October 8-12, 2012, 2012)

Identification of perceptual qualities in textural sounds using the repertory grid method - Thomas Grill; Arthur Flexer; Stuart Cunningham (AM '11, Audio Mostly 2011, 6th Conference on Interaction with Sound, Coimbra, Portugal, September 7-9, 2011, 2011)

Using Mutual Proximity to Improve Content-Based Audio Similarity - Dominik Schnitzer; Arthur Flexer; Markus Schedl; Gerhard Widmer (Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011, 2011)

Advantages of nonstationary gabor transforms in beat tacking - Andre Holzapfel; Gino Angelo M. Velasco; Nicki Holighaus; Monika Dörfler; Arthur Flexer (Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28 - December 01, 2011, 2011)

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

Limitations of interactive music recommendation based on audio content - Arthur Flexer; Martin Gasser; Dominik Schnitzer (AM '10, The 5th Audio Mostly Conference, Piteå, Sweden, September 15-17, 2010, 2010)

Combining Features Reduces Hubness in Audio Similarity - Arthur Flexer; Dominik Schnitzer; Martin Gasser; Tim Pohle (Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010, 2010)

Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer; Martin Gasser (Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010, Utrecht, Netherlands, August 9-13, 2010, 2010)

A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks - Dominik Schnitzer; Arthur Flexer; Gerhard Widmer (Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009, 2009)

On the limitations of browsing top-N recommender systems - Klaus Seyerlehner; Arthur Flexer; Gerhard Widmer (Proceedings of the 2009 ACM Conference on Recommender Systems, RecSys 2009, New York, NY, USA, October 23-25, 2009, 2009)

Playlist Generation using Start and End Songs - Arthur Flexer; Dominik Schnitzer; Martin Gasser; Gerhard Widmer (ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008, 2008)

Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams - Martin Gasser; Arthur Flexer; Gerhard Widmer (ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008, 2008)

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

A Closer Look on Artist Filters for Musical Genre Classification - Arthur Flexer (Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007, 2007)

Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation - Arnaud Moreau; Arthur Flexer (Proceedings of the 8th International Conference on Music Information Retrieval, ISMIR 2007, Vienna, Austria, September 23-27, 2007, 2007)

Probabilistic Combination of Features for Music Classification - Arthur Flexer; Fabien Gouyon; Simon Dixon; Gerhard Widmer (ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings, 2006)

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)

Hierarchical Organization and Description of Music Collections at the Artist Level - Elias Pampalk; Arthur Flexer; Gerhard Widmer (Research and Advanced Technology for Digital Libraries, 9th European Conference, ECDL 2005, Vienna, Austria, September 18-23, 2005, Proceedings, 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 (Proceedings of the 2005 International Computer Music Conference, ICMC 2005, Barcelona, Spain, September 4-10, 2005, 2005)

Novelty Detection Based on Spectral Similarity of Songs - Arthur Flexer; Elias Pampalk; Gerhard Widmer (ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings, 2005)

Improvements of Audio-Based Music Similarity and Genre Classificaton - Elias Pampalk; Arthur Flexer; Gerhard Widmer (ISMIR 2005, 6th International Conference on Music Information Retrieval, London, UK, 11-15 September 2005, Proceedings, 2005)

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)

Continuous Unsupervised Sleep Staging Based on a Single EEG Signal - Arthur Flexer; Georg Gruber; Georg Dorffner (Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings, 2002)

Improvements on continuous unsupervised sleep staging - Arthur Flexer; Georg Gruber; Georg Dorffner (Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2002, Martigny, Valais, Switzerland, September 4-6, 2002, 2002)

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

Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component - Arthur Flexer; Herbert Bauer; Claus Lamm; Georg Dorffner (Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings, 2001)

A Probabilistic Approach to High-Resolution Sleep Analysis - Peter Sykacek; Stephen J. Roberts; Iead Rezek; Arthur Flexer; Georg Dorffner (Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings, 2001)

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

Modelling sleep with Gaussian mixture model based on eye movements and delta-activity - Mikko Koivuluoma; Alpo Värri; Arthur Flexer (10th European Signal Processing Conference, EUSIPCO 2000, Tampere, Finland, September 4-8, 2000, 2000)

Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager - Arthur Flexer; Peter Sykacek; Georg Dorffner; Iead Rezek (Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 3, 2000)

Monitoring Human Information Processing via Intelligent Data Analysis of EEG Recordings - Arthur Flexer; Herbert Bauer (Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings, 1999)

On the Use of Self-Organizing Maps for Clustering and Visualization - Arthur Flexer (Principles of Data Mining and Knowledge Discovery, Third European Conference, PKDD '99, Prague, Czech Republic, September 15-18, 1999, Proceedings, 1999)

Discovery of Common Subsequences in Cognitive Evoked Potentials - Arthur Flexer; Herbert Bauer (Principles of Data Mining and Knowledge Discovery, Second European Symposium, PKDD '98, Nantes, France, September 23-26, 1998, Proceedings, 1998)

Limitations of Self-organizing Maps for Vector Quantization and Multidimensional Scaling - Arthur Flexer (Advances in Neural Information Processing Systems 9, NIPS, Denver, CO, USA, December 2-5, 1996, 1996)

Connectionists and Statisticans, Friends or Foes? - Arthur Flexer (From Natural to Artificial Neural Computation, International Workshop on Artificial Neural Networks, IWANN '95, Malaga-Torremolinos, Spain, June 7-9, 1995, Proceedings, 1995)