Sfoglia per Autore
Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)
2024 Gentner, Natalie; Susto, Gian Antonio
Bayesian active learning isolation forest (B-ALIF): A weakly supervised strategy for anomaly detection
2024 Sartor, Davide; Barbariol, Tommaso; Susto, Gian Antonio
Demonstration of Beam Emittance Optimization using Reinforcement Learning
2023 Marcato, D.; Bellan, L.; Bortolato, D.; Comunian, M.; Galatà, A.; Gelain, F.; Martinelli, V.; Savarese, G.; Susto, G. A.
CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds
2023 Lorenti, Luciano; Susto, Gian Antonio
Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest
2023 Carletti, M.; Terzi, M.; Susto, G. A.
Classifying Circumnutation in Pea Plants via Supervised Machine Learning
2023 Wang, Qiuran; Barbariol, Tommaso; Susto, GIAN ANTONIO; Bonato, Bianca; Guerra, Silvia; Castiello, Umberto
Time-Series Deep Learning Anomaly Detection for Particle Accelerators
2023 Marcato, Davide; Bortolato, Damiano; Martinelli, Valentina; Savarese, Giovanni; Susto, Gian Antonio
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring
2023 Dalle Pezze, Davide; Deronjic, Denis; Masiero, Chiara; Tosato, Diego; Beghi, Alessandro; Susto, Gian Antonio
Dissatisfaction Induced by Pairwise Swaps
2023 Fabris, Alessandro; Silvello, Gianmaria; Susto, GIAN ANTONIO; Biega, Asia J.
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper
2023 Beghi, Alessandro; Dall'Ora, Nicola; Dalle Pezze, Davide; Fummi, Franco; Masiero, Chiara; Spellini, Stefano; Susto, Gian Antonio; Tosoni, Francesco
Deep Learning-based Sequence Modeling for Advanced Process Control in Semiconductor Manufacturing
2023 Zuanna, Filippo Dalla; Gentner, Natalie; Susto, Gian Antonio
Lazy FSCA for unsupervised variable selection
2023 Zocco, F; Maggipinto, M; Susto, Ga; Mcloone, S
Pairwise Fairness in Ranking as a Dissatisfaction Measure
2023 Fabris, A.; Silvello, G.; Susto, G. A.; Biega, A.
A Search Engine for Algorithmic Fairness Datasets
2023 Fabris, Alessandro; Giachelle, Fabio; Piva, Alberto; Silvello, Gianmaria; Susto, GIAN ANTONIO
Anomaly Detection for Hydroelectric Power Plants: a Machine Learning-based Approach
2023 Fanan, Mattia; Baron, Claudio; Carli, Ruggero; Divernois, Marc-Aurèle; Marongiu, Jean-Christophe; Susto, Gian Antonio
Fault Diagnosis using eXplainable AI: A transfer learning-based approach for rotating machinery exploiting augmented synthetic data
2023 Brito, Lc; Susto, Ga; Brito, Jn; Duarte, Mav
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation
2023 Lorenti, Luciano; Pezze, Davide Dalle; Andreoli, Jacopo; Masiero, Chiara; Gentner, Natalie; Yang, Yao; Susto, Gian Antonio
Introduction to the special issue on Intelligent Control and Optimisation
2023 Mcloone, S; Guelton, K; Guerra, T; Susto, Ga; Kocijan, J; Romeres, D
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
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring
2023 Dalle Pezze, D.; Deronjic, D.; Masiero, C.; Tosato, D.; Beghi, A.; Susto, G. A.
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