Scalable Uncertainty Management

Possibilistic networks: A new setting for modeling preferences.- Min-based assertional merging approach for possibilistic DL-Lite knowledge bases.- On the revision of possibilistic DL-Lite knowledge bases.- Interval-based possibilistic networks.- Tractable vs. Intractable Cases of Query Answering under Matching Dependencies.- Analogical classification: Handling numerical data.- Lazy Analogical Classification: Optimization and Precision Issues.- Update Operators for Inconsistent Query Answering: A New Point of View.- Improving Inconsistency Resolution by Considering Global Conflicts.- Probabilistic Argumentation Frameworks - A Logical Approach.- Computing Skyline from Evidential Data.- A Two-Level Approach to Maximum Entropy Model Computation for Relational Probabilistic Logic Based on Weighted Conditional Impacts: Solving Hidden-Semi-Markov-Mode Markov Decision Problems.- Probabilistic Strategies in Dialogical Argumentation.- Analytics over Probabilistic Unmerged Duplicates.- Answering Ontological Ranking Queries based on Subjective Reports.- A Petri net model of argumentation dynamics.- Integrity Constraints for Probabilistic Spatio-Temporal Knowledgebases.