@article{NnAaaa, author="M. Carletti and M. Terzi and G.A. Susto", title="Interpretable Anomaly Detection with DIFFI: Depth-based Feature Importance for the Isolation Forest", journal="Engineering Applications of Artificial Intelligence", year="2023", volume="119" } @article{NnAaaa, author="L.C. Brito and G.A. Susto and J.N. Brito and M.A.V. Duarte", title="An Explainable Artificial Intelligence Approach for Unsupervised Fault Detection and Diagnosis in Rotating Machinery", journal="Mechanical Systems and Signal Processing", year="2022", month="January 15", volume="163" } @inproceedings{NnAaaa, author="A. Fabris and A. Mishler and S. Gottardi and M. Carletti and M. Daicampi and G.A. Susto and G. Silvello", title="Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing", booktitle="Fourth AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES)", year="2021", month="May", organization="AAAI/ACM" } @article{NnAaaa, author="A. Fabris and A. Purpura and G. Silvello and G.A. Susto", title="Gender Stereotype Reinforcement: Measuring the Gender Bias Conveyed by Ranking Algorithms", journal="Information Processing & Management", year="2020", volume="57", number="6" } @inproceedings{NnAaaa, author="M. Carletti and C. Masiero and A. Beghi and G.A. Susto", title="Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis", booktitle="2019 IEEE International Conference on Systems, Man, and Cybernetics", year="2019", organization="IEEE", location="Bari" }