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cs.AI2026
A Generalized-Bayes Perspective on Counterfactual Explanations: Posterior-Based Decision-Making and Evaluation
Keita Kinjo
Counterfactual explanations (CEs) enhance the interpretability of machine learning models by identifying the smallest change to an input required to obtain a desired output. Althou…
cs.AI2025
Analysis of Customer Journeys Using Prototype Detection and Counterfactual Explanations for Sequential Data
Keita Kinjo
Recently, the proliferation of omni-channel platforms has attracted interest in customer journeys, particularly regarding their role in developing marketing strategies. However, fe…