Items where Research Area is "Data Mining and Machine Learning" and Year is 2025

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Number of items: 27.

Journal Paper

  • Advancing Anomaly Detection: Non-Semantic Financial Data Encoding With Large Language Models
    Bakumenko, Alexander and Hlavackova-Schindler, Katerina and Plant, Claudia and Hubig, Nina ISSN 2169-3536 IEEE Xplore (2025)

  • Maximally Expressive GNNs for Outerplanar Graphs
    Bause, Franka and Jogl, Fabian and Indri, Patrick and Drucks, Tamara and Penz, David and Kriege, Nils M. and Gärtner, Thomas and Welke, Pascal and Thiessen, Maximilian ISSN 2835-8856 TMLR (2025)

  • DISCO: Internal Evaluation of Density-Based Clustering
    Beer, Anna and Krieger, Lena and Weber, Pascal and Ritzert, Martin and Assent, Ira and Plant, Claudia CoRR, abs/25. ISSN 2331-8422 (2025)

  • I Want 'Em All (At Once) - Ultrametric Cluster Hierarchies
    Draganov, Andrew and Weber, Pascal and Skibdahl, Rasmus and Beer, Anna and Plant, Claudia and Assent, Ira CoRR, abs/25. ISSN 2331-8422 (2025)

  • Motif Discovery Framework for Psychiatric EEG Data Classification
    Kraljevska, Melanija and Hlavackova-Schindler, Katerina and Miklautz, Lukas and Plant, Claudia CoRR, abs/25. ISSN 2331-8422 (2025)

  • An Introductory Survey to Autoencoder-based Deep Clustering - Sandboxes for Combining Clustering with Deep Learning
    Leiber, Collin and Miklautz, Lukas and Plant, Claudia and Böhm, Christian CoRR, abs/25. ISSN 2331-8422 (2025)

  • Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior
    Luz de Araujo, Pedro Henrique and Roth, Benjamin PLOS ONE, 20 (6). pp. 1-31 ISSN 1932-6203 Public Library of Science (2025)

  • Multiscale Granger dependencies in the precipitation network of the island of Sicily
    Pecorino, Vera and Pluchino, Allesandro and Rapisarda, Andrea and Hlavackova-Schindler, Katerina ISSN 2296-424X frontiersin.org (2025)

  • MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning
    Sadikaj, Ylli and Zhou, Hongkuan and Halilaj, Lavdim and Schmid, Stefan and Staab, Steffen and Plant, Claudia CoRR, abs/25. ISSN 2331-8422 (2025)

  • Information that matters: Exploring information needs of people affected by algorithmic decisions
    Schmude, Timothée and Koesten, Laura and Möller, Torsten and Tschiatschek, Sebastian Int. J. Hum. Comput. Stud., 193. p. 103380 ISSN 1071-5819 International Journal of Human-Computer Studies (2025)

  • Minimum Description Length and Multi-Criteria Decision Analysis in Predictive Modeling
    Silhavy, Petr and Hlavackova-Schindler, Katerina and Silhavy, Radek pp. 19388-19407 ISSN 2169-3536 IEEE Access (2025)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers
    Karan, Vanja M. and McQuistin, Stephen and Yanagida, Ryo and Perkins, Colin and Tyson, Gareth and Castro, Ignacio and Healey, Patrick G. T. and Purver, Matthew In: Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025 , 19-24 Jan 2025 , Abu Dhabi, United Arab Emirates (2025)

  • FairDen: Fair Density-Based Clustering
    Krieger, Lena and Beer, Anna and Matthews, Pernille and Thiesson, Anneka Myrup and Assent, Ira In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025 , 24-28 Apr 2025 , Singapore (2025)

  • On the Relationship Between Robustness and Expressivity of Graph Neural Networks
    Kummer, Lorenz and Gansterer, Wilfried and Kriege, Nils M. In: The 28th International Conference on Artificial Intelligence and Statistics (AISTATS) , 03.05.-05.05.2025 , Mai Khao, Thailand (2025)

  • Weisfeiler and Leman Go Gambling: Why Expressive Lottery Tickets Win
    Kummer, Lorenz and Moustafa, Samir and Ehrlich, Anatol and Bause, Franka and Suess, Nikolaus and Gansterer, Wilfried and Kriege, Nils M. In: 42nd International Conference on Machine Learning (ICML 2025) , July 13th - July 19th, 2025 , Vancouver Convention Center, Canada (2025)

  • Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks
    Kummer, Lorenz and Moustafa, Samir and Gansterer, Wilfried and Kriege, Nils M. In: The 39th Annual AAAI Conference on Artificial Intelligence , 25.02.-04.03.2025 , Philadelphia, USA (2025)

  • Breaking the Reclustering Barrier in Centroid-based Deep Clustering
    Miklautz, Lukas and Klein, Timo and Sidak, Kevin and Leiber, Collin and Lang, Thomas and Shkabrii, Andrii and Tschiatschek, Sebastian and Plant, Claudia In: The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025 , 24-28 Apr 2025 , Singapore (2025)

  • Efficient Mixed Precision Quantization in Graph Neural Networks
    Moustafa, Samir and Kriege, Nils M. and Gansterer, Wilfried In: 41st IEEE International Conference on Data Engineering , May 19 – 23, 2025 , Hong Kong SAR, China (2025)

  • Visualization and Analysis of the Loss Landscape in Graph Neural Networks
    Moustafa, Samir and Kummer, Lorenz and Fetzel, Simon and Kriege, Nils M. and Gansterer, Wilfried In: 34th International Conference on Artificial Neural Networks (ICANN 2025) , September 9 to September 12, 2025 , Campus of Vytautas Magnus University and Lithuanian University of Health Sciences, Kaunas, Lithuania (2025)

  • On Constant Regret for Low-Rank MDPs
    Sturm, Alexander and Tschiatschek, Sebastian In: The Conference on Uncertainty in Artificial Intelligence (UAI) , 21.07.-25.07.2025 , Rio de Janeiro, Brazil (2025)

  • Analyzing the Linguistic Priors of Language Models with Synthetic Languages
    Toslini, Alessio and Blevins, Terra In: Proceedings of the 7th Workshop on Research in Computational Linguistic Typology and Multilingual NLP , August 1 , Vienna, Austria (2025)

  • Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
    Xia, Yuxi and Luz de Araujo, Pedro Henrique and Zaporojets, Klim and Roth, Benjamin In: the 63rd Annual Meeting of the Association for Computational Linguistics , 28.7.2025 , Vienna, Austria (2025)

  • Two Decades of IETF Affiliations: Evolution and Impact
    Zhang, Yangjun and McQuistin, Stephen and Karan, Vanja M. and Ramirez-Centeno, Hugo and Perkins, Colin and Tyson, Gareth and Castro, Ignacio In: Proceedings of the 2025 Applied Networking Research Workshop, ANRW 2025, Madrid, Spain, 22 July 2025 , 22 Jul 2025 , Madrid, Spanien (2025)

    • Book Section/Chapter

  • Chemical Similarity and Substructure Searches
    Kriege, Nils M. and Seidel, Thomas and Humbeck, Lina and Lessel, Uta In: Encyclopedia of Bioinformatics and Computational Biology. Elsevier Inc., pp. 707-719 ISBN 978-0-323-95503-4 (2025)

    • Technical Report

  • Do language models accommodate their users? A study of linguistic convergence
    Blevins, Terra and Schmalwieser, Susanne and Roth, Benjamin Working Paper. UNSPECIFIED (Submitted) (2025)

  • Cause or Trigger? From Philosophy to Causal Modeling
    Hlavackova-Schindler, Katerina and Wöß, Rainer and Pecorino, Vera and Schindler, Philip Working Paper. UNSPECIFIED (2025)

  • Motif Discovery Framework for Psychiatric EEG Data Classification
    Kraljevska, Melanija and Hlavackova-Schindler, Katerina and Miklautz, Lukas and Plant, Claudia Working Paper. arXiv:2501.04441 (2025)

    • This list was generated on Sat Sep 13 09:42:02 2025 CEST.
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