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Publication search results
found 78 matches
- 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): 10011-10029 (2023) - Arthur Flexer:
Can ChatGPT Be Useful for Distant Reading of Music Similarity. HCMIR@ISMIR 2023 - Bob L. T. Sturm, Arthur Flexer:
A Review of Validity and Its Relationship to Music Information Research. ISMIR 2023: 47-55 - Bob L. T. Sturm, Arthur Flexer:
Validity in Music Information Research Experiments. CoRR abs/2301.01578 (2023) - 2022
- 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 - Katharina Hoedt, Arthur Flexer, Gerhard Widmer:
Defending a Music Recommender Against Hubness-Based Adversarial Attacks. CoRR abs/2205.12032 (2022) - 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
- 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) - 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) - 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) - Arthur Flexer:
Computational Filling of Curatorial Gaps in a Fine Arts Exhibition. ICCC 2021: 2-5 - 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 - 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
- Roman Feldbauer, Thomas Rattei, Arthur Flexer:
scikit-hubness: Hubness Reduction and Approximate Neighbor Search. J. Open Source Softw. 5(45): 1957 (2020) - 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) - 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) - Katharina Prinz, Arthur Flexer:
End-to-End Adversarial White Box Attacks on Music Instrument Classification. CoRR abs/2007.14714 (2020) - Katharina Prinz, Arthur Flexer, Gerhard Widmer:
The Impact of Label Noise on a Music Tagger. CoRR abs/2008.06273 (2020) - 2019
- Roman Feldbauer, Arthur Flexer:
A comprehensive empirical comparison of hubness reduction in high-dimensional spaces. Knowl. Inf. Syst. 59(1): 137-166 (2019) - Arthur Flexer, Taric Lallai:
Can We Increase Inter- and Intra-Rater Agreement in Modeling General Music Similarity?. ISMIR 2019: 494-500 - 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] - Roman Feldbauer, Thomas Rattei, Arthur Flexer:
scikit-hubness: Hubness Reduction and Approximate Neighbor Search. CoRR abs/1912.00706 (2019) - 2018
- Roman Feldbauer, Maximilian Leodolter, Claudia Plant, Arthur Flexer:
Fast Approximate Hubness Reduction for Large High-Dimensional Data. ICBK 2018: 358-367 - Arthur Flexer, Monika Dörfler, Jan Schlüter, Thomas Grill:
Hubness as a Case of Technical Algorithmic Bias in Music Recommendation. ICDM Workshops 2018: 1062-1069 - 2017
- Monika Dörfler, Thomas Grill, Roswitha Bammer, Arthur Flexer:
Basic Filters for Convolutional Neural Networks: Training or Design? CoRR abs/1709.02291 (2017) - 2016
- Roman Feldbauer, Arthur Flexer:
Centering Versus Scaling for Hubness Reduction. ICANN (1) 2016: 175-183 - Arthur Flexer:
An Empirical Analysis of Hubness in Unsupervised Distance-Based Outlier Detection. ICDM Workshops 2016: 716-723 - 2015
- Arthur Flexer, Dominik Schnitzer:
Choosing ℓp norms in high-dimensional spaces based on hub analysis. Neurocomputing 169: 281-287 (2015) - Dominik Schnitzer, Arthur Flexer:
The unbalancing effect of hubs on K-medoids clustering in high-dimensional spaces. IJCNN 2015: 1-8 - Arthur Flexer:
Improving Visualization of High-Dimensional Music Similarity Spaces. ISMIR 2015: 547-553
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