Date de publication : Aug 26, 2016 9:59:10 AM
30th International Conference on Industrial, Engineering, Other Applications of Applied Intelligent Systems IEA/AIE 2017 - June 27th-June 30th, Arras, France
Special Track Organizers: Christophe Gonzales & Philippe Leray
Introduction/Call for Contributed Papers
In many real-world applications, especially in Artificial Intelligence, agents need to make decisions or to optimize functions under uncertain information. Successes in such applications stimulated the need to handle problems of ever increasing size and, by their decomposition ability, Graphical Models naturally imposed themselves as one of the most popular modeling and reasoning tool. The objective of this special track on “Graphical Models: from Theory to Applications” is to bring together researchers working on these models or exploiting them in their applications in order to share their experience and discuss the latest developments in this field. Graphical Models of interest for this special track include but are not limited to Bayesian networks, Markov random fields, credal networks, influence diagrams, factored Markov decision processes, sum-product networks, factor graphs. Prospective authors are invited to submit original papers to this Special Track.
Within the scope of this session, areas of interest include, but are not limited to:
Principles of graphical models of uncertainty
Principles of graphical models for decision making
Exact and approximate inference
Temporal reasoning with graphical models
Decision-theoretic planning and Markov decision processes
Learning graphical models
Elicitation of preferences represented with graphical models
Practical applications of graphical models
Software on graphical models
Important Dates
UPDATE Abstract : Dec 8, 2016, Paper Dec 15, 2016
Notification of acceptance Feb 6, 2017
Camera ready paper Feb 25, 2017
Conference dates Jun 27-30, 2017
Submission
Manuscripts for this Special track should NOT be submitted in duplication to any other regular or special sessions and should be submitted to IEA-AIE main conference online submission system on IEAAIE 2017 conference web site (please select track: Special Track on Graphical Models: from Theory to Applications). All submitted papers are limited to 10 pages.
Special track program committee : not definitive
Alexandre Aussem, Université Lyon 1, France
Concha Bielza, Universidad Politécnica de Madrid, Spain
Andrés Cano, Universidad de Granada, Spain
Luis M. De Campos, Universidad de Granada, Spain
Julia Flores, Universidad de Castilla-La Mancha, Spain
Jan Lemeire, Vrije Universiteit Brussel, Belgium
Anders L. Madsen, Hugin, Denmark
Jose Luis Molina Gonzales, Salamanca University, Spain
Thomas D. Nielsen, Aalborg University, Denmark
Agnieszka Onisko, Białystok University of Technology, Poland
Silja Renooi, Universiteit Utrecht, The Netherlands
Pierre-Henri Wuillemin, Université Pierre et Marie Curie, France