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romain billot
Romain Billot, Professeur en Data Science
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Documents
Affiliations actuelles
- 486345
- 490128
- 486354
Identifiants chercheurs
- romain-billot
- 0000-0002-2614-3822
- IdRef : 149241860
Présentation
Romain Billot is a full professor in *data science* at IMT Atlantique.
Romain is leading research in data mining and optimisation, with various fields of application such as as smart mobility and connected health. At IMT, Romain is in charge of statistics and machine learning lectures, and data science in general.
Before joining IMT Atlantique, Romain has spent five years as a permanent researcher at LICIT (IFSTTAR/ENTPE), after a one year post-doc at Queensland University of Technology, Australia.
R. Billot graduated from Ecole Centrale Paris (PhD, 2010) and University of Technology Compiègne (Computer Science, 2007).
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Apprentissage constructiviste à base de systèmes multiagents. Une application au problème complexe de la régulation coopérative du traficRevue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2018, 32/2, pp.249-277. ⟨10.3166/ria.32.249-277⟩
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Cooperative Highway Traffic: Multiagent Modeling and Robustness Assessment to Local PerturbationsTransportation Research Record, 2013, 2391, 2, pp.1-10
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Contrôle par apprentissage constructiviste pour le trafic coopératifJournées Francophones sur les Systèmes Multi-Agents (JFSMA 2017), Jul 2017, Caen, France
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A constructivist approach for a self-adaptive decision-making system: application to road traffic control28th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2016, San Jose, United States. pp.670-677, ⟨10.1109/ICTAI.2016.0107⟩
Communication dans un congrès
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Un simulateur multiagent de trafic coopératif23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France. pp.165-174
Communication dans un congrès
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An extension of MovSim for Multi-Agent Cooperative Vehicles Modeling2014 International Conference on Connected Vehicles & Expo, Nov 2014, Vienna, Austria. pp.859-860, ⟨10.1109/ICCVE.2014.7297673⟩
Communication dans un congrès
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Cooperative highway traffic: multi-agent modelling and robustness to local perturbations.Transportation Research Board 92nd Annual Meeting, Jan 2013, France. 24 p
Communication dans un congrès
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Cooperative highway traffic: multi-agent modeling and robustness assessment to local perturbations92nd Transportation Research Board Meeting, Jan 2013, inconnue, France. 24 p
Communication dans un congrès
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Cooperative highway traffic : multi-agent modeling and robustness assessment to local perturbationsthe 92nd Annual Meeting of the Transportation Research Board, reviewed by TRB's Traffic Flow Theory and Characteristics Committee (AHB45) , Jan 2013, Washington, D.C., United States. pp.1-19
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