125710
Lehrstuhl für Methodik der Künstlichen Intelligenz (Informatik 14) Also known as:Lehrstuhl für Informatik 14 (Methodik der Künstlichen Intelligenz); Lehrstuhl für Künstliche Intelligenz| ID | I:(DE-82)125710_20211214 |
All known publications ...
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Journal Article
The cost of reproducibility in artificial intelligence
Patterns 7(10), 101640 (2026) [10.1016/j.patter.2026.101640]
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Contribution to a book/Contribution to a conference proceedings
Does Dimensionality Reduction via Random Projections preserve Landscape Features?
Proceedings of the Genetic and Evolutionary Computation Conference
GECCO '26: Genetic and Evolutionary Computation Conference, GECCO 2026, San JoséSan José, Costa Rica, 13 Jul 2026 - 17 Jul 2026
Association for Computing Machinery, ACM Conferences 919-927 (2026) [10.1145/3795095.3805190]
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Master Thesis
Extending evolutionary approximation of polyphonic music via multi-objective optimisation
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2026) [10.18154/RWTH-2026-08900] = Masterarbeit, RWTH Aachen University, 2026
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Contribution to a book/Contribution to a conference proceedings
Mitigating Representation Bias Caused by Missing Pixels in Methane Plume Detection
Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Revised Selected Papers, Part V / edited by Irena Koprinska, João Mendes-Moreira, Paula Branco
Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2025, PortoPorto, Portugal, 15 Sep 2025 - 19 Sep 2025
Cham : Springer Nature Switzerland, Communications in Computer and Information Science 2843, 325-334 (2026) [10.1007/978-3-032-19108-3_25]
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Journal Article
Instance Selection Methods in Automated Algorithm Configuration
The European journal on artificial intelligence 30504554261453277 (2026) [10.1177/30504554261453277]
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Next Generation of Empirical Performance Prediction
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence : Fortieth AAAI Conference on Artificial Intelligence/Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence/Sixteenth Symposium on Educational Advances in Artificial Intelligence : January 20-27, 2026, Singapore / edited by Sven Koenig, Chad Jenkins, Matthew E. Taylor ; sponsored by the Association for the Advancement of Artificial Intelligence
40. AAAI Conference on Artificial Intelligence, AAAI 2026, SingaporeSingapore, Singapore, 20 Jan 2026 - 27 Jan 2026
16. Symposium on Educational Advances in Artificial Intelligence, EAAI-26, SingaporeSingapore, Singapore, 24 Jan 2026 - 26 Jan 2026
38. Conference on Innovative Applications of Artificial Intelligence, IAAI 2026, SingaporeSingapore, Singapore, 20 Jan 2026 - 24 Jan 2026
Washington, DC : AAAI Press, Proceedings of the AAAI Conference on Artificial Intelligence 40, 48 41078-41079 (2026) [10.1609/aaai.v40i48.42165]
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Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence : Fortieth AAAI Conference on Artificial Intelligence/Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence/Sixteenth Symposium on Educational Advances in Artificial Intelligence : January 20-27, 2026, Singapore / edited by Sven Koenig, Chad Jenkins, Matthew E. Taylor ; sponsored by the Association for the Advancement of Artificial Intelligence
40. AAAI Conference on Artificial Intelligence, AAAI 2026, SingaporeSingapore, Singapore, 20 Jan 2026 - 27 Jan 2026
16. Symposium on Educational Advances in Artificial Intelligence, EAAI-26, SingaporeSingapore, Singapore, 24 Jan 2026 - 26 Jan 2026
38. Conference on Innovative Applications of Artificial Intelligence, IAAI 2026, SingaporeSingapore, Singapore, 20 Jan 2026 - 24 Jan 2026
Washington, DC : AAAI Press, Proceedings of the AAAI Conference on Artificial Intelligence 40, 29 24405-24413 (2026) [10.1609/aaai.v40i29.39622]
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Master Thesis
Beat tracking for genre-related datasets obtained by clustering
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen (2026) [10.18154/RWTH-2026-05911] = Masterarbeit, RWTH Aachen University, 2026
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Journal Article
MO-SMAC: multiobjective sequential model-based algorithm configuration
Evolutionary computation 34(1), 29-52 (2026) [10.1162/evco_a_00371]
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Robustness Margin: A New Measure for the Robustness of Neural Networks
AI Verification : Second International Symposium, SAIV 2025, Zagreb, Croatia, July 21–22, 2025, Proceedings / edited by Mirco Giacobbe, Anna Lukina
8. International Symposium on AI Verification-SAIV, SAIV 2025, ZagrebZagreb, Croatia, 21 Jul 2025 - 22 Jul 2025
Cham : Springer Nature Switzerland, Lecture Notes in Computer Science 15947, 29-48 (2026) [10.1007/978-3-031-99991-8_2]
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All known publications ...
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