This book constitutes the refereed proceedings of the 22nd International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2025, held in Valencia, Spain, during September 15-18, 2025.
The 28 full papers were carefully reviewed and selected from 58 submissions. They are organized in topical sections as follows: Decision making and uncertainty; Data privacy; Machine learning and Data science.
.- Decision making and uncertainty.
.- Measurable Closure of a Finitely-Additive Measure Space: An Analysis of Spaces
Similar to Stone Spaces.
.- Ecological Inference for Electoral Analysis: A Computational Perspective on
Human Decision-Making.
.- Dimensionality reduction with entropies from f-divergences.
.- ChessFormer - Modeling human decision making in chess.
.- Simulating Electoral Behavior.
.- Multi-criteria Assessment of Clustering Procedures in E-Commerce.
.- Automated Decision-Making via Reinforcement Learning from Demonstrations.
.- Decision Analysis with the Hurwicz Decision Map under a Set of Interval Pri-
ority Weight Vectors.
.- An Investigation of Alternative Methods for the Inference of Probabilistic-Fuzzy
Systems.
.- Triangular Fuzzy Rescaling Distance.
.- Data privacy.
.- The differentially private d-Choquet integral: an extension of differentially pri-
vate Choquet integrals.
.- Defenses Against Membership Inference Attacló-