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Full Description
This book constitutes the proceedings of the 5th International Conference on Artificial Intelligence Logic and Applications, AILA 2025, held in Xi'an, China, during August 16-17, 2025.
The 12 full papers and 6 short papers presented in this volume were carefully reviewed and selected from 34 submissions. The papers are organized in the following topical sections: Explainable AI; Knowledge Systems; Norms and Metrics; Probabilistic and Fuzzy Systems; Optimization and Efficiency; Specification and Verification.
Contents
.- Invited Talks.
.- Logic for Reinforcement Learning.
.- Possibilistic Temporal Logic: Decidability and Complete Axiomatization.
.- Extending Hoare logic to hybrid systems.
.- Ensemble Logic: a Unified Framework for Temporal, Spatial, and Spatial-Temporal Reasoning.
.- A Formal Semantics for Generic Sentences and Metaphorical Sentences.
.- Explainable AI.
.- Formal Semantics in XAI: A Categorical Diagrammatic Framework.
.- The Interpretability Analysis of DCNN Models Based on Structured Pruning Compression.
.- FairShap: A Fairness Framework Based Explainable Machine Learning.
.- Knowledge Systems.
.- Improving the Agent's Formalization of Relevance: An Epistemic Logic Grounded in Possible Knowledge Bases.
.- Formal Concept Analysis applied in Knowledge Network: A survey.
.- Norms and Metrics.
.- Universal First-Order Theory of Relative Nearness for All Metric Spaces.
.- On Residual Co-implications Derived from q-Rung Orthopair Fuzzy t-Conorms.
.- Preservation of Superdistributivity between Triangular Norms under Transformations.
.- The Modularity Condition of T-uninorms over Semi-t-operators.
.- Probabilistic and Fuzzy Systems.
.- Multi-view Discriminant Analysis with Posterior Probability Graph Weighting.
.- MFGB-S3W Denoiser: Multi-scale Fuzzy Granular-Ball and Sequential Three-Way Decision for Remote Sensing Image Denoising.
.- Response Performance of Fuzzy Systems Derived From the Symmetric
Quintuple Implicational Method.
.- Optimization and Efficiency.
.- Optimization Scheme for Flexible Job Shop Scheduling Considering Parallel Operations and Sequence Constraints of Jobs.
.- Density-Aware Pairwise Constraint Propagation via Bidirectional TreesDensity-Aware Pairwise Constraint Propagation via Bidirectional Trees.
.- Efficient Algorithm and Implementation for Boole Reduction of Large Logic Expressions.
.- Specification and Verification.
.- Logics for Kleene Algebra with Modal Operators: Kripke-completeness and FMP.
.- Parameterized Dynamic Logic - Towards A Cyclic Logical Framework for General Program Specification and Verification.
.- A Theory Repair Based Traffic Regulations Generalisation for Autonomous Vehicles.



