[DL] CFP Uncertain Reasoning at Flairs'17
Leopoldo Bertossi
bertossi at scs.carleton.ca
Tue Aug 30 20:06:48 CEST 2016
Special Track on Uncertain Reasoning (UR) at FLAIRS'17
http://www.scs.carleton.ca/ur17
FLAIRS-30 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
- Non-monotonic 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 Said Allili
Universite du Quebec 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 Barcelo
Universidad de Chile, Chile
Christoph Beierle
University of Hagen, Germany
Salem Benferhat
Artois University, France
Alexander Dekhtyar
California Polytechnic State University, USA
Sebastien 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
Universita 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
Western University, Canada
Farid Nouioua
University of Aix-Marseille, France
Odile Papini
University of Aix-Marseille, France
Rafael Penaloza
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:mJan. 23, 2017
Camera-ready versions due: Feb. 27, 2017
FLAIRS-30 conference: May 22-24, 2017
--
Prof. Leopoldo Bertossi
Carleton University
School of Computer Science
Ottawa, Canada K1S 5B6.
Fax: (613) 520 4334.
Email: bertossi at scs.carleton.ca
www.scs.carleton.ca/~bertossi
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