Ecole des Mines de Douai, France

Ecole des Mines de Douai, France:
member of the Ecole des Mines Network, Lille Nord University
Department of Computer Science and Automatic Control
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15 faculty members, approx. 15 PhD students and postdocs
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Research: Engineering of Evolving Systems.
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Modelling and estimation of dynamical systems.
Machine learning. Dynamical learning.
Multi-agent systems. Learning agents in evolving
environments.
Data-driven modelling and system identification.
Monitoring, fault-detection and prognosis.
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Expertise in academic and industrial research.
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Experience in national and international projects.
Predicting behavior of dynamical complex
systems based on observed data
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Definition of complex dynamical systems:
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heterogeneous local subsystems,
many interacting components,
possibly abrupt changes of the behavior.
Methods: AI + Control & Systems Theory.
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Parameter estimation of systems with discrete and continuous
dynamics (hybrid systems).
Online parameter estimation of dynamical systems.
Learning and classifying complex systems.
Adaptive multi-agent systems.
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Applications: systems biology, neuroscience, smart grids,
water systems, ...
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Potential contribution to ICT-2011-8:
Extracting the connectivity structure of complex systems.
Stephane Lecoeuche
Department of Computer Science and Automatic Control
Ecole des Mines de Douai, France
941, rue Charles Bourseul, 59508 Douai Cedex, France
Tel. +33 327 71 2445
Fax. +3 327 71 2917
E-mail: [email protected]
Website: http://www.mines-douai.fr
Mihaly Petreczky
Department of Computer Science and Automatic Control
Ecole des Mines de Douai, France
941, rue Charles Bourseul, 59508 Douai Cedex, France
Tel. +33 327 71 2238
Fax. +3 327 71 2917
E-mail: [email protected]
Website: http://sites.google.com/site/mihalypetreczky/