Arthur Flexer

Orcid: 0000-0002-1691-737X

According to our database1, Arthur Flexer authored at least 74 papers between 1995 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness.
Trans. Int. Soc. Music. Inf. Retr., January, 2024

2023
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers.
Neural Comput. Appl., May, 2023

Validity in Music Information Research Experiments.
CoRR, 2023

A Review of Validity and Its Relationship to Music Information Research.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Can ChatGPT Be Useful for Distant Reading of Music Similarity.
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), 2023

2022
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier.
CoRR, 2022

Defending a Music Recommender Against Hubness-Based Adversarial Attacks.
CoRR, 2022

Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021
On End-to-End White-Box Adversarial Attacks in Music Information Retrieval.
Trans. Int. Soc. Music. Inf. Retr., 2021

On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation.
Trans. Int. Soc. Music. Inf. Retr., 2021

DeepNOG: fast and accurate protein orthologous group assignment.
Bioinform., 2021

On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Computational Filling of Curatorial Gaps in a Fine Arts Exhibition.
Proceedings of the Twelfth International Conference on Computational Creativity, 2021

2020
Introduction to the Special Collection "20th Anniversary of ISMIR".
Trans. Int. Soc. Music. Inf. Retr., 2020

Basic filters for convolutional neural networks applied to music: Training or design?
Neural Comput. Appl., 2020

scikit-hubness: Hubness Reduction and Approximate Neighbor Search.
J. Open Source Softw., 2020

The Impact of Label Noise on a Music Tagger.
CoRR, 2020

End-to-End Adversarial White Box Attacks on Music Instrument Classification.
CoRR, 2020

2019
A comprehensive empirical comparison of hubness reduction in high-dimensional spaces.
Knowl. Inf. Syst., 2019

Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018
Hubness as a Case of Technical Algorithmic Bias in Music Recommendation.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Fast Approximate Hubness Reduction for Large High-Dimensional Data.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

2017
Basic Filters for Convolutional Neural Networks: Training or Design?
CoRR, 2017

2016
An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Centering Versus Scaling for Hubness Reduction.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015
Choosing ℓ<sup>p</sup> norms in high-dimensional spaces based on hub analysis.
Neurocomputing, 2015

Improving Visualization of High-Dimensional Music Similarity Spaces.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness.
Proceedings of the International Conference on Multimedia Retrieval, 2014

On Inter-rater Agreement in Audio Music Similarity.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

An investigation of likelihood normalization for robust ASR.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Choosing the Metric in High-Dimensional Spaces Based on Hub Analysis.
Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

A Case for Hubness Removal in High-Dimensional Multimedia Retrieval.
Proceedings of the Advances in Information Retrieval, 2014

2013
The neglected user in music information retrieval research.
J. Intell. Inf. Syst., 2013

Can Shared Nearest Neighbors Reduce Hubness in High-Dimensional Spaces?
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

The relation of hubs to the Doddington zoo in speaker verification.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
A fast audio similarity retrieval method for millions of music tracks.
Multim. Tools Appl., 2012

Local and global scaling reduce hubs in space.
J. Mach. Learn. Res., 2012

Putting the User in the Center of Music Information Retrieval.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

A MIREX Meta-analysis of Hubness in Audio Music Similarity.
Proceedings of the 13th International Society for Music Information Retrieval Conference, 2012

Visualization of perceptual qualities in Textural sounds.
Proceedings of the Non-Cochlear Sound: Proceedings of the 38th International Computer Music Conference, 2012

2011
Advantages of nonstationary gabor transforms in beat tacking.
Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28, 2011

Using Mutual Proximity to Improve Content-Based Audio Similarity.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Identification of perceptual qualities in textural sounds using the repertory grid method.
Proceedings of the AM '11, 2011

2010
Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases.
Comput. Music. J., 2010

Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Combining Features Reduces Hubness in Audio Similarity.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Limitations of interactive music recommendation based on audio content.
Proceedings of the AM '10, 2010

2009
On the limitations of browsing top-N recommender systems.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

A Filter-and-Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks.
Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

2008
Streamcatcher: Integrated Visualization of Music Clips and Online Audio Streams.
Proceedings of the ISMIR 2008, 2008

Playlist Generation using Start and End Songs.
Proceedings of the ISMIR 2008, 2008

2007
Independent Component Analysis of EEG Recorded During Two-Person Game Playing.
Appl. Artif. Intell., 2007

Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

A Closer Look on Artist Filters for Musical Genre Classification.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

2006
Probabilistic Combination of Features for Music Classification.
Proceedings of the ISMIR 2006, 2006

2005
Using ICA for removal of ocular artifacts in EEG recorded from blind subjects.
Neural Networks, 2005

A reliable probabilistic sleep stager based on a single EEG signal.
Artif. Intell. Medicine, 2005

Improvements of Audio-Based Music Similarity and Genre Classificaton.
Proceedings of the ISMIR 2005, 2005

Novelty Detection Based on Spectral Similarity of Songs.
Proceedings of the ISMIR 2005, 2005

The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (öFAI), Vienna.
Proceedings of the 2005 International Computer Music Conference, 2005

Hierarchical Organization and Description of Music Collections at the Artist Level.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2005

2002
An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model.
Appl. Artif. Intell., 2002

Improvements on continuous unsupervised sleep staging.
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

Continuous Unsupervised Sleep Staging Based on a Single EEG Signal.
Proceedings of the Artificial Neural Networks, 2002

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

A Probabilistic Approach to High-Resolution Sleep Analysis.
Proceedings of the Artificial Neural Networks, 2001

Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component.
Proceedings of the Artificial Neural Networks, 2001

2000
Monitoring human information processing via intelligent data analysis of EEG recordings.
Intell. Data Anal., 2000

Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Modelling sleep with Gaussian mixture model based on eye movements and delta-activity.
Proceedings of the 10th European Signal Processing Conference, 2000

1998
Discovery of Common Subsequences in Cognitive Evoked Potentials.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998

1996
Limitations of Self-organizing Maps for Vector Quantization and Multidimensional Scaling.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
Connectionists and Statisticans, Friends or Foes?
Proceedings of the From Natural to Artificial Neural Computation, 1995


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