Articles with public access mandates - Gian Antonio SustoLearn more
Available somewhere: 24
Self-diagnosis of multiphase flow meters through machine learning-based anomaly detection
T Barbariol, E Feltresi, GA Susto
Energies 13 (12), 3136, 2020
Mandates: Government of Italy
A deep learning approach for anomaly detection with industrial time series data: a refrigerators manufacturing case study
M Carletti, C Masiero, A Beghi, GA Susto
Procedia Manufacturing 38, 233-240, 2019
Mandates: Government of Italy
Fault detection of bearing: An unsupervised machine learning approach exploiting feature extraction and dimensionality reduction
LC Brito, GA Susto, JN Brito, MAV Duarte
Informatics 8 (4), 85, 2021
Mandates: Government of Italy
Deep learning-based production forecasting in manufacturing: a packaging equipment case study
L Brunelli, C Masiero, D Tosato, A Beghi, GA Susto
Procedia Manufacturing 38, 248-255, 2019
Mandates: Government of Italy
Detection of insulin pump malfunctioning to improve safety in artificial pancreas using unsupervised algorithms
L Meneghetti, GA Susto, S Del Favero
Journal of diabetes science and technology 13 (6), 1065-1076, 2019
Mandates: Government of Italy
AcME—Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box
D Dandolo, C Masiero, M Carletti, D Dalle Pezze, GA Susto
Expert Systems with Applications 214, 119115, 2023
Mandates: Government of Italy
Algorithmic audit of italian car insurance: Evidence of unfairness in access and pricing
A Fabris, A Mishler, S Gottardi, M Carletti, M Daicampi, GA Susto, ...
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 458-468, 2021
Mandates: Government of Italy
TiWS-iForest: Isolation forest in weakly supervised and tiny ML scenarios
T Barbariol, GA Susto
Information Sciences 610, 126-143, 2022
Mandates: Government of Italy
A machine learning approach for gesture recognition with a lensless smart sensor system
N Normani, A Urru, L Abraham, M Walsh, S Tedesco, A Cenedese, ...
2018 IEEE 15th International Conference on Wearable and Implantable Body …, 2018
Mandates: Science Foundation Ireland
Neural feature selection for learning to rank
A Purpura, K Buchner, G Silvello, GA Susto
Advances in Information Retrieval: 43rd European Conference on IR Research …, 2021
Mandates: European Commission
Sparse logistic regression: Comparison of regularization and bayesian implementations
M Zanon, G Zambonin, GA Susto, S McLoone
Algorithms 13 (6), 137, 2020
Mandates: Government of Italy
Laundry fabric classification in vertical axis washing machines using data-driven soft sensors
M Maggipinto, E Pesavento, F Altinier, G Zambonin, A Beghi, GA Susto
Energies 12 (21), 4080, 2019
Mandates: Government of Italy
Probabilistic word embeddings in neural ir: A promising model that does not work as expected (for now)
A Purpura, M Maggipinto, G Silvello, GA Susto
Proceedings of the 2019 ACM SIGIR International Conference on Theory of …, 2019
Mandates: European Commission
Uncertainty estimation for machine learning models in multiphase flow applications
L Frau, GA Susto, T Barbariol, E Feltresi
Informatics 8 (3), 58, 2021
Mandates: Government of Italy
Enhancing scalability of virtual metrology: A deep learning-based approach for domain adaptation
N Gentner, A Kyek, Y Yang, M Carletti, GA Susto
2020 Winter Simulation Conference (WSC), 1898-1909, 2020
Mandates: Government of Italy
A machine learning-based approach for advanced monitoring of automated equipment for the entertainment industry
M Berno, M Canil, N Chiarello, L Piazzon, F Berti, F Ferrari, A Zaupa, ...
2021 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2021
Mandates: Government of Italy
Acme-ad: Accelerated model explanations for anomaly detection
V Zaccaria, D Dandolo, C Masiero, GA Susto
World Conference on Explainable Artificial Intelligence, 441-463, 2024
Mandates: European Commission
β-variational classifiers under attack
M Maggipinto, M Terzi, GA Susto
IFAC-PapersOnLine 53 (2), 7903-7908, 2020
Mandates: Government of Italy
IntroVAC: Introspective Variational Classifiers for learning interpretable latent subspaces
M Maggipinto, M Terzi, GA Susto
Engineering Applications of Artificial Intelligence 109, 104658, 2022
Mandates: Government of Italy
A Bayesian Neural Model for Documents' Relevance Estimation.
A Purpura, GA Susto
DESIRES, 156-161, 2021
Mandates: European Commission
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