9h50-11h05 Bayesian Networks
Session chair: R. Scozzafava
Room: Auditorium

• Decomposition of Influence Diagrams
  Thomas Nielsen
• Importance Sampling in Bayesian Networks using Antithetic Variables
  Antonio Salmerón, Serafín Moral
• Caveats for Causal Reasoning With Equilibrium Models
  Denver Dash, Marek J. Druzdzel

9h50-11h05 Belief Revision and Preferences
Session chair: C. Tessier
Room: Salle des Theses

• A Priori Revision
  Florence Dupin de Saint-Cyr, Béatrice Duval, Stéphane Loiseau
• Some Operators for Iterated Revision
  Sébastien Konieczny, Ramón Pino-Pérez
• General Preferential Entailments as Circumscriptions
  Yves Moinard

11h05 Coffee break

11h30-12h20 Graphical Representations of Uncertainty
Session chair: C. Borgelt
Room: Auditorium

• Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems
  Riza Demirer, Prakash P. Shenoy
• A Two-steps Propagation Algorithm for Min-based Possibilistic Causal Networks
  Nahla Ben Amor, Salem Benferhat, Khaled Mellouli

11h30-12h45 Fuzzy Sets, Rough Sets, and Explanations
Session chair: D. Dubois
Room: Salle des Theses

• Label Semantics: A Formal Framework for Modeling with Words
  Jonathan Lawry
• Reasoning about Knowledge using Rough Sets
  Weiru Liu
• Explanatory Relations based on Mathematical Morphology
  Isabelle Bloch, Ramón Pino-Pérez, Carlos Uzcátegui

14h50-16h30 Learning Causal Networks
Session chair: P. Shenoy
Room: Auditorium

• Supporting Changes in Structure in Causal Model Construction
  Tsai-Ching Lu, Marek J. Druzdzel
• The Search of Causal Orderings: A Short Cut for Learning Belief Networks
  Silvia Acid, Luis M. de Campos, Juan F. Huete
• Stochastic Local Algorithms for Learning Belief Networks: Searching in the Space of the Orderings
  Luis M. de Campos, J. Miguel Porta
• An Empirical Investigation of the K2 Metric
  Christian Borgelt, Rudolf Kruse

14h50-16h30 Default Reasoning
Session chair: T. Lukasiewiecz
Room: Salle des Theses

• Comparing a Pair-wise Compatibility Heuristic and Relaxed Stratification: Some Preliminary Results
  Robert E. Mercer, Lionel Forget, Vincent Risch
• How to Reason Credulously and Skeptically within a Single Extension
  James P. Delgrande, Torsten Schaub
• Handling Conditionals Adequately in Uncertain Reasoning
  Gabriele Kern-Isberner
• Rankings we Prefer - A Preferred Construction Semantics for Default Reasoning
  Emil Weydert

17h00-18h15 Applications
Session chair: P. Smets
Room: Auditorium

• Probabilistic Modelling for Software Quality Control
  Norman Fenton, Paul Krause, Martin Neil
• Ellipse Fitting with Uncertainty and Fuzzy Decision Stage for Detection. Application in Videomicroscopy.
  Franck Dufrenois
• Spatial Information Revision: A Comparison Between Three Approaches
  Éric Wurbel, Robert Jeansoulin, Odile Papini

17h00-18h15 Partially Observable Markov Decision Processes
Session chair: H. Geffner
Room: Salle des Theses

• Value Iteration over Belief Subspace
  Weihong Zhang
• Space-Progressive Value Iteration: An Anytime Algorithm for a Class of POMDPs
  Nevin L. Zhang, Weihong Zhang
• Reasoning about Intentions in Uncertain Domains
  Martijn Schut, Michael Wooldridge, Simon Parsons