From Explainable AI to Model Diagnosis: A Framework and Comparative Study of Human and ML-Based Explanation Diagnosis

Tobias Gentner, Felix Gerschner, Andreas Theissler. From Explainable AI to Model Diagnosis: A Framework and Comparative Study of Human and ML-Based Explanation Diagnosis. In Irena Koprinska, João Mendes-Moreira 0001, Paula Branco, editors, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Revised Selected Papers, Part IV. Volume 2842 of Communications in Computer and Information Science, pages 514-529, Springer, 2025. [doi]

Abstract

Abstract is missing.