Chiara Masiero

29 papers B 2C 3Journal 15Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Continual learning approaches for anomaly detection. Evol. Syst. Davide Dalle Pezze, Eugenia Anello, Chiara Masiero, Gian Antonio Susto
2024	—	`conf`	AcME-AD: Accelerated Model Explanations for Anomaly Detection. xAI (4) Valentina Zaccaria, David Dandolo, Chiara Masiero, Gian Antonio Susto
2024	J	`jnl`	AcME-AD: Accelerated Model Explanations for Anomaly Detection. CoRR Valentina Zaccaria, David Dandolo, Chiara Masiero, Gian Antonio Susto
2024	C	`conf`	Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD. CoDIT Valentina Zaccaria, Chiara Masiero, David Dandolo, Gian Antonio Susto
2024	J	`jnl`	Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD. CoRR Valentina Zaccaria, Chiara Masiero, David Dandolo, Gian Antonio Susto
2024	J	`jnl`	Enhancing interpretability and generalizability in extended isolation forests. Eng. Appl. Artif. Intell. Alessio Arcudi, Davide Frizzo, Chiara Masiero, Gian Antonio Susto
2023	J	`jnl`	A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring. Eng. Appl. Artif. Intell. Davide Dalle Pezze, Denis Deronjic, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto
2023	J	`jnl`	AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box. Expert Syst. Appl. David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto
2023	J	`jnl`	ExIFFI and EIF+: Interpretability and Enhanced Generalizability to Extend the Extended Isolation Forest. CoRR Alessio Arcudi, Davide Frizzo, Chiara Masiero, Gian Antonio Susto
2023	C	`conf`	Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation. INDIN Luciano Lorenti, Davide Dalle Pezze, Jacopo Andreoli, Chiara Masiero, Natalie Gentner, Yao Yang, Gian Antonio Susto
2023	C	`conf`	VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper. FDL Alessandro Beghi, Nicola Dall'Ora, Davide Dalle Pezze, Franco Fummi, Chiara Masiero, Stefano Spellini, Gian Antonio Susto, Francesco Tosoni
2022	J	`jnl`	A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring. CoRR Davide Dalle Pezze, Denis Deronjic, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto
2022	—	`conf`	Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis. CCTA Eugenia Anello, Chiara Masiero, Fabiana Federica Ferro, Francesca Ferrari, Bleona Mukaj, Alessandro Beghi, Gian Antonio Susto
2022	J	`jnl`	Continual Learning Approaches for Anomaly Detection. CoRR Davide Dalle Pezze, Eugenia Anello, Chiara Masiero, Gian Antonio Susto
2022	J	`jnl`	FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment. IEEE Trans Autom. Sci. Eng. Davide Dalle Pezze, Chiara Masiero, Diego Tosato, Alessandro Beghi, Gian Antonio Susto
2021	J	`jnl`	AcME - Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box. CoRR David Dandolo, Chiara Masiero, Mattia Carletti, Davide Dalle Pezze, Gian Antonio Susto
2019	B	`conf`	Explainable Machine Learning in Industry 4.0: Evaluating Feature Importance in Anomaly Detection to Enable Root Cause Analysis. SMC Mattia Carletti, Chiara Masiero, Alessandro Beghi, Gian Antonio Susto
2019	—	`conf`	Feature Selection for Emotion Classification. IIR Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
2019	—	`conf`	Supervised Lexicon Extraction for Emotion Classification. WWW (Companion Volume) Alberto Purpura, Chiara Masiero, Gianmaria Silvello, Gian Antonio Susto
2018	—	`conf`	A Fraud Detection Decision Support System via Human On-Line Behavior Characterization and Machine Learning. AI4I Gian Antonio Susto, Matteo Terzi, Chiara Masiero, Simone Pampuri, Andrea Schirru
2018	B	`conf`	WS4ABSA: An NMF-Based Weakly-Supervised Approach for Aspect-Based Sentiment Analysis with Application to Online Reviews. DS Alberto Purpura, Chiara Masiero, Gian Antonio Susto
2017	—	`conf`	Deep learning for virtual metrology: Modeling with optical emission spectroscopy data. RTSI Matteo Terzi, Chiara Masiero, Alessandro Beghi, Marco Maggipinto, Gian Antonio Susto
2015	J	`jnl`	On the Error Region for Channel Estimation-Based Physical Layer Authentication Over Rayleigh Fading. IEEE Trans. Inf. Forensics Secur. Augusto Ferrante, Nicola Laurenti, Chiara Masiero, Michele Pavon, Stefano Tomasin
2013	J	`jnl`	On the Achievable Error Region of Physical Layer Authentication Techniques over Rayleigh Fading Channels CoRR Augusto Ferrante, Nicola Laurenti, Chiara Masiero, Michele Pavon, Stefano Tomasin
2013	—	`conf`	On the multivariate circulant rational covariance extension problem. CDC Anders Lindquist, Chiara Masiero, Giorgio Picci
2012	J	`jnl`	Time and Spectral Domain Relative Entropy: A New Approach to Multivariate Spectral Estimation. IEEE Trans. Autom. Control. Augusto Ferrante, Chiara Masiero, Michele Pavon
2011	—	`conf`	A new metric for multivariate spectral estimation leading to lowest complexity spectra. CDC/ECC Augusto Ferrante, Chiara Masiero, Michele Pavon
2011	J	`jnl`	Time and spectral domain relative entropy: A new approach to multivariate spectral estimation CoRR Augusto Ferrante, Chiara Masiero, Michele Pavon
2010	—	`conf`	Decentralized task assignment in camera networks. CDC Angelo Cenedese, Federico Cerruti, Mirko Fabbro, Chiara Masiero, Luca Schenato