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Reporitory of past Ph.D. dissertations

Publications Lists     [ all BibTeX ]  

Publications of keyword: Explainable AI (XAI)
M. Carletti, M. Terzi, G.A. Susto. Interpretable Anomaly Detection with DIFFI: Depth-based Feature Importance for the Isolation Forest. (arXiv:2007.11117), 20YY    [ abstract ] [url] [BibTeX]  
L.C. Brito, G.A. Susto, J.N. Brito, M.A.V. Duarte. An Explainable Artificial Intelligence Approach for Unsupervised Fault Detection and Diagnosis in Rotating Machinery. Mechanical Systems and Signal Processing, vol. 163, 2022    [ abstract ] [url] [BibTeX]  
A. Fabris, A. Mishler, S. Gottardi, M. Carletti, M. Daicampi, G.A. Susto, G. Silvello. Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing. Fourth AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES), 2021   [BibTeX]  
A. Fabris, A. Purpura, G. Silvello, G.A. Susto. Gender Stereotype Reinforcement: Measuring the Gender Bias Conveyed by Ranking Algorithms. Information Processing & Management, vol. 57(6), 2020    [ abstract ] [BibTeX]  
M. Carletti, C. Masiero, A. Beghi, G.A. Susto. Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis. 2019 IEEE International Conference on Systems, Man, and Cybernetics, 2019    [ abstract ] [url] [BibTeX]