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Dernières publications en texte intégral
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Jordan Levy, Paul Saves, Moncef Garouani, Nicolas Verstaevel, Benoit Gaudou. Analyzing Shapley Additive Explanations to Understand Anomaly Detection Algorithm Behaviors and Their Complementarity. Intelligent Data Analysis (IDA) 2026, Springer Nature and IDA, Apr 2026, Leiden (NL), Netherlands. pp.126-140, ⟨10.1007/978-3-032-23833-7_10⟩. ⟨hal-05485124v3⟩
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Pramudita Satria Palar, Paul Saves, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, et al.. Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making. Archives of Computational Methods in Engineering, 2026, 2026 (2026), pp.1-65. ⟨10.1007/s11831-026-10600-z⟩. ⟨hal-05371637v2⟩
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Jules Di Scala, Guillaume Cabanac, Ophélie Fraisier-Vannier, Ronan Tournier. Screening Crossref for integrity issues: Massive and longitudinal mining of publication metadata. 2025 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Dec 2025, Dekalb, United States. pp.119-128, ⟨10.1109/jcdl67857.2025.00023⟩. ⟨hal-05497878⟩
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Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, et al.. Uncovering the Limitations of Query Performance Prediction: Failures, Insights, and Implications for Selective Query Processing. ACM Transactions on Information Systems, 2025, ⟨10.1145/3774427⟩. ⟨hal-05379351⟩
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Michael Ben Ali, Imen Megdiche, André Péninou, Olivier Teste. A Robust Clustered Federated Learning Approach for Non-IID Data with Quantity Skew. CIKM '25: The 34th ACM International Conference on Information and Knowledge Management, Nov 2025, Seoul Republic of Korea, South Korea. pp.149-158, ⟨10.1145/3746252.3761216⟩. ⟨hal-05295602⟩
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