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Le département Intelligence Collective et Interaction développe des activités de recherche interdisciplinaires centrées sur le concept de l’interaction : interaction homme machine et interaction multi-agents. Les activités du département Intelligence Collective et Interaction s’inscrivent principalement dans le domaine des systèmes informatiques ambiants (ville intelligente, santé et autonomie).
Pour plus de détails, consultez la présentation du département ICI sur le site de l'IRIT.
Dernières publications en texte intégral
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Paul Saves, Matthieu Mastio, Nicolas Verstaevel, Benoit Gaudou. From Model-Based Screening to Data-Driven Surrogates: A Multi-Stage Workflow for Exploring Stochastic Agent-Based Models. MABS 2026 - The 27th International Workshop on Multi-Agent-Based Simulation @AAMAS, IFAAMAS, May 2026, Paphos (Cyprus), Cyprus. ⟨hal-05564415⟩
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Matthieu Mastio, Paul Saves, Gaudou Benoit, Nicolas Verstaevel. Adaptive Agents in Spatial Double-Auction Markets: Modeling the Emergence of Industrial Symbiosis. International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2026), The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2026, Paphos, Cyprus. ⟨10.65109/EXII2056⟩. ⟨hal-05426172v2⟩
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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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Gaston Plat, Paul Saves, Nathalie Bartoli, Thierry Lefebvre, Joseph Morlier. Towards frugal Bayesian optimization for environmental impact minimization of computer experiments. CNRS. MASCOT-NUM 2026 Conference, Apr 2026, Rennes, France. Proceedings of the MASCOT-NUM 2026 Conference, 2026, pp.15-16, 2026. ⟨hal-05581361⟩
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Kamilla Laustsen Lomborg, Carolina Cucart-Mora, Jan-Olaf Reschke, Christine Hertler, Matt Grove, et al.. Changing Movements in a Changing World: Modelling Early Pleistocene and Early Middle Pleistocene Climatic and Ecological Environments and Influences on Hominin Dispersal in Eurasia. Journal of Computer Applications in Archaeology, 2026, 9, pp.66 - 88. ⟨10.5334/jcaa.212⟩. ⟨hal-05530666⟩
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