Mattia Carletti - researchr alias

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Viewing Publication 1 - 6 from 6

2023

Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation ForestMattia Carletti, Matteo Terzi, Gian Antonio Susto. eaai, 119:105730, March 2023. [doi]

AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black boxDavid Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto. eswa, 214:119115, 2023. [doi]

2021

Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and PricingAlessandro Fabris, Alan Mishler, Stefano Gottardi, Mattia Carletti, Matteo Daicampi, Gian Antonio Susto, Gianmaria Silvello. aies 2021: 458-468 [doi]

2020

Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor ManufacturingMattia Carletti, Marco Maggipinto, Alessandro Beghi, Gian Antonio Susto, Natalie Gentner, Yao Yang, Andreas Kyek. wsc 2020: 1875-1885 [doi]

Enhancing Scalability of Virtual Metrology: A Deep Learning-Based Approach for Domain AdaptationNatalie Gentner, Andreas Kyek, Yao Yang, Mattia Carletti, Gian Antonio Susto. wsc 2020: 1898-1909 [doi]

2019

Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause AnalysisMattia Carletti, Chiara Masiero, Alessandro Beghi, Gian Antonio Susto. SMC 2019: 21-26 [doi]

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