Chiara Masiero

University of Padua — Italy

Computer Science · Physical Sciences

13h-index630citations42works2.02yr avg
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Research Topics

Anomaly Detection Techniques and Applications(12), Industrial Vision Systems and Defect Detection(8), Fault Detection and Control Systems(5), Text and Document Classification Technologies(5), Explainable Artificial Intelligence (XAI)(5)

Publications42 total

Continual learning approaches for anomaly detection
Evolving Systems·2025· 1 citedOpen Access
A Deep Learning Approach for Aluminum Corrosion Recognition in Semiconductor Manufacturing
IFAC-PapersOnLine·2025Open Access
Batch-querying Strategies in Bayesian Active Learning Isolation Forests
IFAC-PapersOnLine·2025Open Access
Enhancing interpretability and generalizability in extended isolation forests
Engineering Applications of Artificial Intelligence·2024· 9 citedOpen Access
Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD
2024· 4 cited
Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD
arXiv (Cornell University)·2024Open Access
AcME-AD: Accelerated Model Explanations for Anomaly Detection
arXiv (Cornell University)·2024Open Access
AcME-AD: Accelerated Model Explanations for Anomaly Detection
Communications in computer and information science·2024· 2 cited
Enhancing Interpretability and Generalizability in Extended Isolation Forests
arXiv (Cornell University)·2023Open Access
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper
2023· 1 cited
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation
2023· 9 cited
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring
Engineering Applications of Artificial Intelligence·2023· 12 citedOpen Access
Condition Monitoring for Packaging Industry dataset (CoMoPI)
2023Open Access
Condition Monitoring for Packaging Industry dataset (CoMoPI)
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Continual Learning Approaches for Anomaly Detection
arXiv (Cornell University)·2022· 1 citedOpen Access
AcME—Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box
Expert Systems with Applications·2022· 30 cited
Packaging Industry Anomaly DEtection (PIADE) Dataset
Research Padua Archive (University of Padua)·2022Open Access
Packaging Industry Anomaly DEtection (PIADE) Dataset
Zenodo (CERN European Organization for Nuclear Research)·2022· 1 citedOpen Access
Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis
2022 IEEE Conference on Control Technology and Applications (CCTA)·2022· 5 cited
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring
arXiv (Cornell University)·2022· 1 citedOpen Access
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Frequent Co-authors

Gian Antonio Susto(32), Alessandro Beghi(13), Diego Tosato(8), Augusto Ferrante(6), Michele Pavon(6), David Dandolo(6), Davide Dalle Pezze(6), Mattia Carletti(4), Valentina Zaccaria(4), Marco Maggipinto(3), Matteo Terzi(3), Davide Dalle Pezze(3), Alberto Purpura(3), Eugenia Anello(3), Nicola Laurenti(2), Stefano Tomasin(2), Luca Brunelli(2), Denis Deronjic(2), Gianmaria Silvello(2), Alessio Arcudi(2)