Enhancing interpretability and generalizability in extended isolation forests. - Arcudi, Alessio; Frizzo, Davide; Masiero, Chiara; Susto, Gian Antonio (Eng. Appl. Artif. Intell., 2024)

Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD. - Zaccaria, Valentina; Masiero, Chiara; Dandolo, David; Susto, Gian Antonio (2024)

AcME-AD: Accelerated Model Explanations for Anomaly Detection. - Zaccaria, Valentina; Dandolo, David; Masiero, Chiara; Susto, Gian Antonio (2024)

AcME-AD: Accelerated Model Explanations for Anomaly Detection. - Zaccaria, Valentina; Dandolo, David; Masiero, Chiara; Susto, Gian Antonio (CoRR, 2024)

Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD. - Zaccaria, Valentina; Masiero, Chiara; Dandolo, David; Susto, Gian Antonio (CoRR, 2024)

A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring. - Pezze, Davide Dalle; Deronjic, Denis; Masiero, Chiara; Tosato, Diego; Beghi, Alessandro; Susto, Gian Antonio (Eng. Appl. Artif. Intell., 2023)

AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box. - Dandolo, David; Masiero, Chiara; Carletti, Mattia; Pezze, Davide Dalle; Susto, Gian Antonio (Expert Syst. Appl., 2023)

VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper. - Beghi, Alessandro; Dall'Ora, Nicola; Pezze, Davide Dalle; Fummi, Franco; Masiero, Chiara; Spellini, Stefano; Susto, Gian Antonio; Tosoni, Francesco (2023)

Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation. - Lorenti, Luciano; Pezze, Davide Dalle; Andreoli, Jacopo; Masiero, Chiara; Gentner, Natalie; Yang, Yao; Susto, Gian Antonio (2023)

ExIFFI and EIF+: Interpretability and Enhanced Generalizability to Extend the Extended Isolation Forest. - Arcudi, Alessio; Frizzo, Davide; Masiero, Chiara; Susto, Gian Antonio (CoRR, 2023)

FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment. - Pezze, Davide Dalle; Masiero, Chiara; Tosato, Diego; Beghi, Alessandro; Susto, Gian Antonio (IEEE Trans Autom. Sci. Eng., 2022)

Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis. - Anello, Eugenia; Masiero, Chiara; Ferro, Fabiana Federica; Ferrari, Francesca; Mukaj, Bleona; Beghi, Alessandro; Susto, Gian Antonio (2022)

Alarm Logs in Packaging Industry (ALPI). - Tosato, Diego; Pezze, Davide Dalle; Masiero, Chiara; Susto, Gian Antonio; Beghi, Alessandro (IEEE DataPort, 2022)

A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring. - Pezze, Davide Dalle; Deronjic, Denis; Masiero, Chiara; Tosato, Diego; Beghi, Alessandro; Susto, Gian Antonio (CoRR, 2022)

Continual Learning Approaches for Anomaly Detection. - Pezze, Davide Dalle; Anello, Eugenia; Masiero, Chiara; Susto, Gian Antonio (CoRR, 2022)

AcME - Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box. - Dandolo, David; Masiero, Chiara; Carletti, Mattia; Pezze, Davide Dalle; Susto, Gian Antonio (CoRR, 2021)

Feature Selection for Emotion Classification. - Purpura, Alberto; Masiero, Chiara; Silvello, Gianmaria; Susto, Gian Antonio (2019)

Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis. - Carletti, Mattia; Masiero, Chiara; Beghi, Alessandro; Susto, Gian Antonio (2019)

Supervised Lexicon Extraction for Emotion Classification. - Purpura, Alberto; Masiero, Chiara; Silvello, Gianmaria; Susto, Gian Antonio (2019)

A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning. - Susto, Gian Antonio; Terzi, Matteo; Masiero, Chiara; Pampuri, Simone; Schirru, Andrea (2018)

WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. - Purpura, Alberto; Masiero, Chiara; Susto, Gian Antonio (2018)

Deep learning for virtual metrology: Modeling with optical emission spectroscopy data. - Terzi, Matteo; Masiero, Chiara; Beghi, Alessandro; Maggipinto, Marco; Susto, Gian Antonio (2017)

On the Error Region for Channel Estimation-Based Physical Layer Authentication Over Rayleigh Fading. - Ferrante, Augusto; Laurenti, Nicola; Masiero, Chiara; Pavon, Michele; Tomasin, Stefano (IEEE Trans. Inf. Forensics Secur., 2015)

On the multivariate circulant rational covariance extension problem. - Lindquist, Anders; Masiero, Chiara; Picci, Giorgio (2013)

On the Achievable Error Region of Physical Layer Authentication Techniques over Rayleigh Fading Channels - Ferrante, Augusto; Laurenti, Nicola; Masiero, Chiara; Pavon, Michele; Tomasin, Stefano (CoRR, 2013)

Time and Spectral Domain Relative Entropy: A New Approach to Multivariate Spectral Estimation. - Ferrante, Augusto; Masiero, Chiara; Pavon, Michele (IEEE Trans. Autom. Control., 2012)

A new metric for multivariate spectral estimation leading to lowest complexity spectra. - Ferrante, Augusto; Masiero, Chiara; Pavon, Michele (2011)

Time and spectral domain relative entropy: A new approach to multivariate spectral estimation - Ferrante, Augusto; Masiero, Chiara; Pavon, Michele (CoRR, 2011)

Decentralized task assignment in camera networks. - Cenedese, Angelo; Cerruti, Federico; Fabbro, Mirko; Masiero, Chiara; Schenato, Luca (2010)