ECSQARU 2025: European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty

ECSQARU 2025, the European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, is the premier European forum for research on how intelligent systems represent and handle incomplete, imprecise, or conflicting information. The program spans Bayesian networks, belief functions, fuzzy logic, possibility theory, probabilistic argumentation, and decision making under uncertainty — encompassing both symbolic knowledge representation and quantitative probabilistic frameworks.

Uncertainty reasoning is fundamental to any AI system that must act in the real world, from medical diagnosis and legal reasoning to autonomous vehicles and financial risk assessment. ECSQARU brings together AI researchers, logicians, decision theorists, and practitioners who share an interest in principled, theoretically grounded methods for managing uncertainty. The conference is particularly valued for its integration of symbolic and statistical perspectives at a time when both traditions are advancing rapidly.

uncertainty reasoning probabilistic reasoning belief functions Bayesian networks fuzzy logic decision making knowledge representation argumentation