[DL] [FLAIRS-30] Uncertain Reasoning special track - CFP

Karim Tabia karim.tabia at univ-artois.fr
Tue Nov 15 15:42:13 CET 2016


Special Track on Uncertain Reasoning (UR)
http://www.scs.carleton.ca/ur17
FLAIRS-30 (http://www.flairs-30.info/)
Marco Island, Florida, USA 
May 22-24, 2017

** Call For Papers **

Many problems in AI (in reasoning, planning, learning, perception and robotics) require the agent to operate with incomplete or uncertain information. The objective of this track is to present and discuss a broad and diverse range of current work on uncertain reasoning, including theoretical and applied research based on different paradigms. We hope that the variety and richness of this track will help to promote cross fertilization among the different approaches for uncertain reasoning, and in this way foster the development of new ideas and paradigms. 
The Special Track on Uncertain Reasoning (UR) is the oldest track in FLAIRS conferences, running annually since 1996. The UR'2017 Special Track at the 30th International Florida Artificial Intelligence Research Society Conference (FLAIRS-30) is the 22nd in the series. Like the past tracks, UR'2017 seeks to bring together researchers working on broad issues related to reasoning under uncertainty. 

Papers on all aspects of uncertain reasoning are invited. Papers of particular interest include, but are not limited to: 
•        Uncertain reasoning formalisms, calculi and methodologies 
•        Reasoning with probability, possibility, fuzzy logic, belief function, vagueness, granularity, rough sets, and probability logics 
•        Modeling and reasoning using imprecise and indeterminate information, such as: Choquet capacities, comparative orderings, convex sets of measures, and interval-valued probabilities 
•        Exact, approximate and qualitative uncertain reasoning 
•        Bayesian networks 
•        Graphical models of uncertainty 
•        Multi-agent uncertain reasoning and decision making 
•        Decision-theoretic planning and Markov decision process 
•        Temporal reasoning and uncertainty 
•        Nonmonotonic reasoning 
•        Conditional logics, Description logic, Logic programming 
•        Argumentation 
•        Belief change and Merging 
•        Similarity-based reasoning 
•        Construction of models from elicitation, data mining and knowledge discovery 
•        Uncertain reasoning in information retrieval, filtering, fusion, diagnosis, prediction, situation assessment 
•        Uncertain reasoning in data management
•        Practical applications of uncertain reasoning 

For next year we intend to bring closer together the areas of uncertainty management in AI and data management. We are particularly interested in submissions that can be of interest for both. The interaction of these two areas and research communities will be fruitful for the two of them, and beneficial to the broader area of data science in general. 
All accepted papers will be published as FLAIRS proceedings by AAAI Press. A special issue of an international journal will be devoted to extended versions of the top papers at the track. 

** Program Committee **
Track Chairs
 - Leopoldo Bertossi, Carleton University, Canada 
 - Karim Tabia, University of Artois, France 

** PC Members **
- Mohand Saïd Allili         Université du Québec en Outaouais (UQO), Canada 
- Xiangdong An         York University, Canada 
- Alessandro Antonucci         Dalle Molle Institute for Artificial Intelligence (IDSIA), Switzerland
- Ofer Arieli        The Academic College of Tel-Aviv, Israel
- Pablo Barceló         Universidad de Chile, Chile
- Christoph Beierle        University of Hagen, Germany
- Salem Benferhat        Artois University, France
- Alexander Dekhtyar        California Polytechnic State University, USA
- Sébastien Destercke        CNRS-Heudiasyc, France
- Love Ekenberg        Stockholm University, Sweden 
- Lluis Godo        IIIA, Spanish National Research Council, Spain
- Christophe Gonzales        University of Paris 6, France
- Gabriele Kern-Isberner            Technical University of Dortmund, Germany
- Benny Kimelfeld        Technion - Israel Institute of Technology, Israel
- Evelina Lamma        Università degli Studi di Ferrara, Italy 
- Philippe Leray        Nantes University, France
- Thomas Lukasiewicz         University of Oxford, United Kingdom
- Nicholas Mattei        Data61/NICTA Neville Roach Laboratory, Australia
- Robert Mercer         The University of Western Ontario, Canada
- Farid Nouioua        University of Aix-Marseille, France
- Odile Papini        University of Aix-Marseille, France
- Rafael Peñaloza        Free University of Bozen-Bolzano, Italy
- Henri Prade         Institut de Recherche en Informatique de Toulouse, France
- Andrea Pugliese        University of Calabria, Italy
- Babak Salimi        University of Washington, USA
- Steven Schockaert        Cardiff University, United Kingdom
- Matthias Thimm        University of Koblenz, Germany
- Guy Van Den Broeck        University of California, Los Angeles, USA

** Important dates **
- Submission of papers:        Nov. 21, 2016
- Notification of acceptance:        Jan. 23, 2017
- Camera-ready versions due:        Feb. 27, 2017
- FLAIRS-30 conference:        May 22-24, 2017
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