Topics of interest for the ECSQARU programme include:


  • Foundations of uncertainty concepts
  • Reasoning under uncertainty
  • Decision making under uncertainty
  • Probabilistic reasoning
  • Bayesian networks
  • Causal networks
  • Markov decision processes
  • Game theoretic agents
  • Belief functions
  • Possibilistic systems
  • Fuzzy systems
  • Rough sets
  • Logics for reasoning with uncertainty
  • Paraconsistent logics
  • Argumentation systems
  • Default reasoning
  • Belief revision
  • Inconsistency handling
  • Information Fusion
  • Applications of uncertainty formalisms
  • Automated reasoning systems for uncertainty formalisms
  • Machine learning for uncertainty formalisms
  • Classification and clustering
  • Implementations of uncertainty systems

  • Theoretical results, algorithms, and applications that address the unification and integration of different approaches are especially encouraged.