Chiara Masiero

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 19

Top Topics

Anomaly Detection

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Valentina Zaccaria, David Dandolo, Chiara Masiero, Gian Antonio Susto
AcME-AD: Accelerated Model Explanations for Anomaly Detection. CoRR (2024)
Valentina Zaccaria, Chiara Masiero, David Dandolo, Gian Antonio Susto
Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD. CoRR (2024)
Luciano Lorenti, Davide Dalle Pezze, Jacopo Andreoli, Chiara Masiero, Natalie Gentner, Yao Yang, Gian Antonio Susto
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation. INDIN (2023)
David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto
AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box. Expert Syst. Appl. 214 (2023)
Alessandro Beghi, Nicola Dall'Ora, Davide Dalle Pezze, Franco Fummi, Chiara Masiero, Stefano Spellini, Gian Antonio Susto, Francesco Tosoni
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper. FDL (2023)
Davide Dalle Pezze, Denis Deronjic, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring. Eng. Appl. Artif. Intell. 124 (2023)
Alessio Arcudi, Davide Frizzo, Chiara Masiero, Gian Antonio Susto
ExIFFI and EIF+: Interpretability and Enhanced Generalizability to Extend the Extended Isolation Forest. CoRR (2023)
Davide Dalle Pezze, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Davide Dalle Pezze, Denis Deronjic, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring. CoRR (2022)
Davide Dalle Pezze, Eugenia Anello, Chiara Masiero, Gian Antonio Susto
Continual Learning Approaches for Anomaly Detection. CoRR (2022)
Eugenia Anello, Chiara Masiero, Fabiana Federica Ferro, Francesca Ferrari, Bleona Mukaj, Alessandro Beghi, Gian Antonio Susto
Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis. CCTA (2022)
David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto
AcME - Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box. CoRR (2021)
Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
Feature Selection for Emotion Classification. IIR (2019)
Mattia Carletti, Chiara Masiero, Alessandro Beghi, Gian Antonio Susto
Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis. SMC (2019)
Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
Supervised Lexicon Extraction for Emotion Classification. WWW (Companion Volume) (2019)
Gian Antonio Susto, Matteo Terzi, Chiara Masiero, Simone Pampuri, Andrea Schirru
A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning. AI4I (2018)
Alberto Purpura, Chiara Masiero, Gian Antonio Susto
WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. DS (2018)
Matteo Terzi, Chiara Masiero, Alessandro Beghi, Marco Maggipinto, Gian Antonio Susto
Deep learning for virtual metrology: Modeling with optical emission spectroscopy data. RTSI (2017)
Augusto Ferrante, Nicola Laurenti, Chiara Masiero, Michele Pavon, Stefano Tomasin
On the Error Region for Channel Estimation-Based Physical Layer Authentication Over Rayleigh Fading. IEEE Trans. Inf. Forensics Secur. 10 (5) (2015)
Augusto Ferrante, Nicola Laurenti, Chiara Masiero, Michele Pavon, Stefano Tomasin
On the Achievable Error Region of Physical Layer Authentication Techniques over Rayleigh Fading Channels CoRR (2013)
Anders Lindquist, Chiara Masiero, Giorgio Picci
On the multivariate circulant rational covariance extension problem. CDC (2013)
Augusto Ferrante, Chiara Masiero, Michele Pavon
Time and Spectral Domain Relative Entropy: A New Approach to Multivariate Spectral Estimation. IEEE Trans. Autom. Control. 57 (10) (2012)
Augusto Ferrante, Chiara Masiero, Michele Pavon
A new metric for multivariate spectral estimation leading to lowest complexity spectra. CDC/ECC (2011)
Augusto Ferrante, Chiara Masiero, Michele Pavon
Time and spectral domain relative entropy: A new approach to multivariate spectral estimation CoRR (2011)
Angelo Cenedese, Federico Cerruti, Mirko Fabbro, Chiara Masiero, Luca Schenato
Decentralized task assignment in camera networks. CDC (2010)