CARLETTI, MATTIA
CARLETTI, MATTIA
Università di Padova
A deep learning approach for anomaly detection with industrial time series data: a refrigerators manufacturing case study
2019 Carletti, Mattia; Masiero, Chiara; Beghi, Alessandro; Susto, GIAN ANTONIO
A Random Forest-based Approach for Hand Gesture Recognition with Wireless Wearable Motion Capture Sensors
2019 Bargellesi, N.; Carletti, M.; Cenedese, A.; Susto, G. A.; Terzi, M.
AcME—Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box
2023 Dandolo, David; Masiero, Chiara; Carletti, Mattia; Dalle Pezze, Davide; Susto, Gian Antonio
Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing
2021 Fabris, A.; Mishler, A.; Gottardi, S.; Carletti, M.; Daicampi, M.; Susto, G. A.; Silvello, G.
DBAM: Making Virtual Metrology/Soft sensing with time series data scalable through Deep Learning
2021 Gentner, N.; Carletti, M.; Kyek, A.; Susto, G. A.; Yang, Y.
Enhancing Scalability of Virtual Metrology: A Deep Learning-Based Approach for Domain Adaptation
2020 Gentner, N.; Kyek, A.; Yang, Y.; Carletti, M.; Susto, G. A.
Explainable machine learning in industry 4.0: Evaluating feature importance in anomaly detection to enable root cause analysis
2019 Carletti, M.; Masiero, C.; Beghi, A.; Susto, G. A.
Exploiting 2D Coordinates as Bayesian Priors for Deep Learning Defect Classification of SEM Images
2021 Arena, S.; Bodrov, Y.; Carletti, M.; Gentner, N.; Maggipinto, M.; Yang, Y.; Beghi, A.; Kyek, A.; Susto, G. A.
Interpretable Anomaly Detection for Knowledge Discovery in Semiconductor Manufacturing
2020 Carletti, M.; Maggipinto, M.; Beghi, A.; Susto, G.; Gentner, N.; Yang, Y.; Kyek, A.
Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest
2023 Carletti, M.; Terzi, M.; Susto, G. A.
Optimizing Microbiota Profiles for Athletes: Dream or Reality?
2020 Mancin, Laura; Rollo, Ian; Mota, Joao Felipe; Piccini, Fabio; Carletti, Mattia; Susto, Gian Antonio; Valle, Giorgio; Paoli, Antonio
Trustworthy Machine Learning for Anomaly Detection and Computer Vision Applications
2023 Carletti, Mattia