Sfoglia per Autore
Classifying Circumnutation in Pea Plants via Supervised Machine Learning
2023 Wang, Qiuran; Barbariol, Tommaso; Susto, Gian Antonio; Bonato, Bianca; Guerra, Silvia; Castiello, Umberto
Mechanical faults in rotating machinery dataset (normal, unbalance, misalignment, looseness)
2022 Brito, L. C.; Susto, G. A.; Brito, J. N.; Duarte, M. A. V.
Packaging Industry Anomaly DEtection (PIADE) Dataset
2022 Tosato, Diego; Convento, Enrico; Masiero, Chiara; Susto, GIAN ANTONIO; Beghi, Alessandro
Intelligent Control and Optimisation
2022 Mcloone, Seán; Guelton, Kevin; Guerra, Thierry; Susto, GIAN ANTONIO; Kocijan, Juš; Romeres, Diego
CUAD-Mo: Continuos Unsupervised Anomaly Detection on Machining Operations
2022 Lorenti, Luciano; De Rossi, Gaia; Annoni, Alberto; Rigutto, Silvano; Susto, Gian Antonio
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment
2022 Dalle Pezze, D.; Masiero, C.; Tosato, D.; Beghi, A.; Susto, G. A.
Anomaly Detection for the Industrial Internet of Things: an Unsupervised Approach for Fast Root Cause Analysis
2022 Anello, Eugenia; Masiero, Chiara; Ferro, Fabiana; Ferrari, Francesca; Mukaj, Bleona; Beghi, Alessandro; Susto, Gian Antonio
Tackling Documentation Debt: A Survey on Algorithmic Fairness Datasets
2022 Fabris, A.; Messina, S.; Silvello, G.; Susto, G. A.
Algorithmic fairness datasets: the story so far
2022 Fabris, Alessandro; Messina, Stefano; Silvello, Gianmaria; Susto, Gian Antonio
A Revised Isolation Forest procedure for Anomaly Detection with High Number of Data Points
2022 Marcelli, Elisa; Barbariol, Tommaso; Savarino, Vincenzo; Beghi, Alessandro; Susto, Gian Antonio
TiWS-iForest: Isolation forest in weakly supervised and tiny ML scenarios
2022 Barbariol, T.; Susto, G. A.
Learning to Rank from Relevance Judgments Distributions
2022 Purpura, A.; Silvello, G.; Susto, G. A.
An explainable artificial intelligence approach for unsupervised fault detection and diagnosis in rotating machinery
2022 Brito, L. C.; Susto, G. A.; Brito, J. N.; Duarte, M. A. V.
Learning to rank from relevance judgments distributions
2022 Purpura, A.; Silvello, G.; Susto, G. A.
An Autoencoder-based Approach for Fault Detection in Multi-stage Manufacturing: a Sputter Deposition and Rapid Thermal Processing case study
2022 Jebril, H. T.; Pleschberger, M.; Susto, G. A.
IntroVAC: Introspective Variational Classifiers for learning interpretable latent subspaces
2022 Maggipinto, Marco; Terzi, Matteo; Susto, Gian Antonio
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
Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders
2022 Purpura, A.; Sartori, G.; Giorgianni, D.; Orru, G.; Susto, G. A.
A Self-Tuning KPCA-Based Approach to Fault Detection in Chiller Systems
2022 Simmini, F.; Rampazzo, M.; Peterle, F.; Susto, G. A.; Beghi, A.
Guest Editorial Process-Level Machine Learning Applications in Semiconductor Manufacturing
2022 Susto, Gian Antonio; Diebold, Alain; Kyek, Andreas; Lee, Chia-Yen; Patel, Nital S.
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