SUSTO, GIAN ANTONIO
SUSTO, GIAN ANTONIO
Dipartimento di Ingegneria dell'Informazione - DEI
Active Learning-based Isolation Forest (ALIF): Enhancing anomaly detection with expert feedback
2024 Marcelli, E.; Barbariol, T.; Sartor, D.; Susto, G. A.
Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks
2024 Efatinasab, Emad; Sinigaglia, Alberto; Azadi, Nahal; Antonio Susto, Gian; Rampazzo, Mirco
Band Relevance Factor (BRF): A novel automatic frequency band selection method based on vibration analysis for rotating machinery
2024 Brito, L. C.; Susto, G. A.; Brito, J. N.; Duarte, M. A. V.
Bayesian active learning isolation forest (B-ALIF): A weakly supervised strategy for anomaly detection
2024 Sartor, Davide; Barbariol, Tommaso; Susto, Gian Antonio
Deep learning-based quality prediction for multi-stage sequential hot rolling processes in heavy rail manufacturing
2024 Sun, X.; Beghi, A.; Susto, G. A.; Lv, Z.
Enhancing Interpretability and Generalizability in Extended Isolation Forests
2024 Arcudi, A.; Frizzo, D.; Masiero, C.; Susto, G. A.
Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)
2024 Gentner, Natalie; Susto, Gian Antonio
Improving robustness of quantum feedback control with reinforcement learning
2024 Guatto, Manuel; Susto, Gian Antonio; Ticozzi, Francesco
Improving robustness with image filtering
2024 Terzi, M.; Carletti, M.; Susto, G. A.
On the limitations of adversarial training for robust image classification with convolutional neural networks
2024 Carletti, M.; Sinigaglia, A.; Terzi, M.; Susto, G. A.
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
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
CeRULEo: Comprehensive utilitiEs for Remaining Useful Life Estimation methOds
2023 Lorenti, Luciano; Susto, Gian Antonio
Classifying Circumnutation in Pea Plants via Supervised Machine Learning
2023 Wang, Qiuran; Barbariol, Tommaso; Susto, Gian Antonio; Bonato, Bianca; Guerra, Silvia; Castiello, Umberto
Deep Learning-based Sequence Modeling for Advanced Process Control in Semiconductor Manufacturing
2023 Zuanna, Filippo Dalla; Gentner, Natalie; 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
Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest
2023 Carletti, M.; Terzi, M.; Susto, G. A.
Introduction to the special issue on Intelligent Control and Optimisation
2023 Mcloone, S; Guelton, K; Guerra, T; Susto, Ga; Kocijan, J; Romeres, D
Lazy FSCA for unsupervised variable selection
2023 Zocco, F; Maggipinto, M; Susto, Ga; Mcloone, S
A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study
2022 Maggipinto, Marco; Beghi, Alessandro; Susto, Gian Antonio