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ISIPTA '07 - SECOND CALL FOR PAPERS
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Your help with circulating this announcement locally is much
appreciated. Apologies for multiple postings.
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ISIPTA '07
5th International Symposium on Imprecise Probability:
Theories and Applications
Monday 16 to Thursday 19 July 2007
Charles University, Faculty of Mathematics and Physics
Prague, Czech Republic
http://www.sipta.org/isipta07
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The ISIPTA meetings are one of the primary international forums to
present and discuss new results on the theories and applications of
imprecise probability.
Imprecise probability is a generic term for the many mathematical or
statistical models which allow us to measure chance or uncertainty
without using sharp numerical probabilities. These models include belief
functions, Choquet capacities, comparative probability orderings, convex
sets of probability measures, fuzzy measures, interval-valued
probabilities, possibility measures, plausibility measures, upper and
lower expectations or previsions, and sets of desirable gambles.
Imprecise probability models are needed in both inference and decision
problems where the relevant information is scarce, vague or conflicting,
and where preferences may therefore also be incomplete.
Important dates
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Paper submission deadline: 23 February 2007.
Notification of acceptance: 27 April 2007.
Deadline for revised papers: 18 May 2007.
Symposium: July 16-19 2007.
Symposium format
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It is a tradition of the ISIPTA meetings that we try to avoid parallel
sessions. Each accepted paper is to be presented both (i) in a plenary
session, where we ask for a short introduction and sketch of the context
and relevance of the paper; and (ii) in a poster session, where ample
opportunity and time is given for detailed explanation and discussion.
The actual symposium will take three days (17-19 July, 2007). It is
preceded by a day devoted to tutorials (16 July 2007).
Themes of the symposium
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The symposium is open to contributions on all aspects of imprecise
probability. But we do emphasize a number of themes that will get
special attention: (i) algorithms and real applications, (ii) links
between existing models, and (iii) theoretical results that facilitate
using imprecise probability models in practice.
Topics of interest include, but are not limited to:
- models of coherent imprecise assessments
- convex sets of probability measures (credal sets)
- interval-valued probabilities
- upper and lower expectations or previsions
- non-additive set functions, and in particular Choquet capacities (and
Choquet integration), fuzzy measures, possibility measures, belief
and
plausibility measures
- random sets
- rough sets
- comparative probability orderings
- qualitative reasoning about uncertainty
- imprecision in utilities and expected utilities
- limit laws for imprecise probabilities
- physical models of imprecise probability
- philosophical foundations for imprecise probabilities
- psychological models for imprecision and indeterminacy in probability
assessments
- elicitation techniques for imprecise probabilities
- robust statistics
- probabilistic bounding analysis
- data mining with imprecise probabilities
- dealing with missing data
- estimation and learning of imprecise probability models
- decision making with imprecise probabilities
- ambiguity aversion and economic models of imprecise probability
- uncertainty in financial markets
- algorithms for manipulating imprecise probabilities
- Dempster-Shafer theory
- information algebras and probabilistic argumentation systems
- probabilistic logic, propositional and first-order
- credal networks and other graphical models
- credal classification
- applications in statistics, economics, finance, management,
engineering, computer science and artificial intelligence,
psychology, philosophy and related fields.
Location
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ISIPTA '07 will be held at Charles University, Faculty of Mathematics
and Physics, in Prague, Czech Republic.
Programme Committee Board
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Gert de Cooman (Ghent University, Belgium)
Jirina Vejnarova (Academy of Sciences, Czech Republic)
Marco Zaffalon (IDSIA, Switzerland).
Steering Committee
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Gert de Cooman (Ghent University, Belgium)
Fabio Cozman (University of Sao Paulo, Brazil)
Serafín Moral (Universidad de Granada, Spain)
Teddy Seidenfeld (Carnegie Mellon University, USA)
Jirina Vejnarova (Academy of Sciences, Czech Republic)
Marco Zaffalon (IDSIA, Switzerland).
Special Issues
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We are currently negotiating with a number of journals about the
feasibility of editing a special issue with contributions based on a
selection of the papers accepted for the conference. We can already
confirm at this point that there will be such a special issue for the
International Journal of Approximate Reasoning.
Further details
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For further details about (pre)registration, paper submission,
scientific and cultural programme, and programme committee, please
consult the ISIPTA '07 web site at http://www.sipta.org/isipta07/.
Details about previous ISIPTA meetings can be found at
http://www.sipta.org/isipta/.
More information about SIPTA, the international organisation responsible
for organising both the ISIPTA meetings and the SIPTA Schools on
Imprecise Probabilities, please consult the SIPTA web site at
http://www.sipta.org.
Questions
---------
If you have any questions about the symposium, please contact the
Steering Committee preferably by email ([EMAIL PROTECTED]), or at the
following address:
Jirina Vejnarova
Institute of Information Theory and Automation
Pod vodarenskou vezi 4
182 08 Prague
Czech republic.
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