Invited Papers -- Bayesian Networks -- Graphical Models -- Learning Causal Networks -- Planning -- Causality and Independence -- Preference Modelling and Decision -- Argumentation Systems -- Inconsistency Handling -- Belief Revision and Merging -- Belief Functions -- Fuzzy Models -- Many-Valued Logical Systems -- Uncertainty Logics -- Probabilistic Reasoning -- Reasoning Models Under Uncertaint…