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ArticlesPeer ReviewedFull Text
Self-Diagnosis of Multiphase Flow Meters through Machine Learning-Based Anomaly Detection
Author / Creator:Barbariol, Tommaso ; Feltresi, Enrico ; Susto, Gian Antonio
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2020-06, Vol.13 (12), p.3136
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ArticlesPeer ReviewedFull Text
Classifying Circumnutation in Pea Plants via Supervised Machine Learning
Author / Creator:Wang, Qiuran ; Barbariol, Tommaso ; Susto, Gian Antonio ; Bonato, Bianca ; Guerra, Silvia ; Castiello, Umberto
Publisher:Switzerland: MDPI AG
Journal title:Plants (Basel), 2023-02, Vol.12 (4), p.965
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ArticlesPeer ReviewedFull Text
Laundry Fabric Classification in Vertical Axis Washing Machines Using Data-Driven Soft Sensors
Author / Creator:Maggipinto, Marco ; Pesavento, Elena ; Altinier, Fabio ; Zambonin, Giuliano ; Beghi, Alessandro ; Susto, Gian Antonio
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2019-10, Vol.12 (21), p.4080
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ArticlesPeer ReviewedFull Text
Uncertainty Estimation for Machine Learning Models in Multiphase Flow Applications
Author / Creator:Frau, Luca ; Susto, Gian Antonio ; Barbariol, Tommaso ; Feltresi, Enrico
Publisher:Basel: MDPI AG
Journal title:Informatics (Basel), 2021-09, Vol.8 (3), p.58
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ArticlesPeer ReviewedFull Text
Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations
Author / Creator:Zanon, Mattia ; Zambonin, Giuliano ; Susto, Gian Antonio ; McLoone, Seán
Publisher:Basel: MDPI AG
Journal title:Algorithms, 2020-06, Vol.13 (6), p.137
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ArticlesPeer ReviewedFull Text
Fault Detection of Bearing: An Unsupervised Machine Learning Approach Exploiting Feature Extraction and Dimensionality Reduction
Author / Creator:Brito, Lucas Costa ; Susto, Gian Antonio ; Brito, Jorge Nei ; Duarte, Marcus Antonio Viana
Publisher:Basel: MDPI AG
Journal title:Informatics (Basel), 2021-12, Vol.8 (4), p.85
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ArticlesPeer ReviewedFull Text
Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders
Author / Creator:Purpura, Alberto ; Sartori, Giuseppe ; Giorgianni, Dora ; Orrú, Graziella ; Susto, Gian Antonio
Publisher:Basel: MDPI AG
Journal title:Informatics (Basel), 2022-03, Vol.9 (1), p.23
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ArticlesPeer ReviewedFull Text
Machine Learning-Based Soft Sensors for the Estimation of Laundry Moisture Content in Household Dryer Appliances
Author / Creator:Zambonin, Giuliano ; Altinier, Fabio ; Beghi, Alessandro ; Leandro dos Santos Coelho ; Fiorella, Nicola ; Girotto, Terenzio ; Rampazzo, Mirco ; Reynoso-Meza, Gilberto ; Susto, Gian Antonio
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2019-10, Vol.12 (20), p.3843
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ArticlesPeer ReviewedFull Text
Algorithmic fairness datasets: the story so far
Author / Creator:Fabris, Alessandro ; Messina, Stefano ; Silvello, Gianmaria ; Susto, Gian Antonio
Publisher:New York: Springer US
Journal title:Data mining and knowledge discovery, 2022-11, Vol.36 (6), p.2074-2152
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ArticlesPeer ReviewedFull Text
Learning to rank from relevance judgments distributions
Author / Creator:Purpura, Alberto ; Silvello, Gianmaria ; Susto, Gian Antonio
Publisher:Hoboken, USA: John Wiley & Sons, Inc
Journal title:Journal of the Association for Information Science and Technology, 2022-09, Vol.73 (9), p.1236-1252
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ArticlesPeer ReviewedFull Text
A virtual metrology system based on least angle regression and statistical clustering
Author / Creator:Susto, Gian Antonio ; Beghi, Alessandro
Publisher:Blackwell Publishing Ltd
Journal title:Applied stochastic models in business and industry, 2013-07, Vol.29 (4), p.362-376
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ArticlesFull Text
Improving robustness of quantum feedback control with reinforcement learning
Author / Creator:Guatto, Manuel ; Susto, Gian Antonio ; Ticozzi, Francesco
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-01
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ArticlesFull Text
Algorithmic Fairness Datasets: the Story so Far
Author / Creator:Fabris, Alessandro ; Messina, Stefano ; Silvello, Gianmaria ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-09
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ArticlesFull Text
A Distributed Approach to Autonomous Intersection Management via Multi-Agent Reinforcement Learning
Author / Creator:Cederle, Matteo ; Fabris, Marco ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-09
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ArticlesFull Text
Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS)
Author / Creator:Gentner, Natalie ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-01
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ArticlesFull Text
TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios
Author / Creator:Barbariol, Tommaso ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-11
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ArticlesFull Text
Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios
Author / Creator:Sinigaglia, Alberto ; Turcato, Niccolò ; Carli, Ruggero ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-12
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ArticlesFull Text
Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD
Author / Creator:Zaccaria, Valentina ; Masiero, Chiara ; Dandolo, David ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
Enhancing Interpretability and Generalizability in Extended Isolation Forests
Author / Creator:Arcudi, Alessio ; Frizzo, Davide ; Masiero, Chiara ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark
Author / Creator:Ceccon, Marina ; Davide Dalle Pezze ; Fabris, Alessandro ; Susto, Gian Antonio
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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Self-Diagnosis of Multiphase Flow Meters through Machine Learning-Based Anomaly Detection

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Classifying Circumnutation in Pea Plants via Supervised Machine Learning

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Laundry Fabric Classification in Vertical Axis Washing Machines Using Data-Driven Soft Sensors

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Uncertainty Estimation for Machine Learning Models in Multiphase Flow Applications

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Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations

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Fault Detection of Bearing: An Unsupervised Machine Learning Approach Exploiting Feature Extraction and Dimensionality Reduction

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Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders

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Machine Learning-Based Soft Sensors for the Estimation of Laundry Moisture Content in Household Dryer Appliances

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Algorithmic fairness datasets: the story so far

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Learning to rank from relevance judgments distributions

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A virtual metrology system based on least angle regression and statistical clustering

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Improving robustness of quantum feedback control with reinforcement learning

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Algorithmic Fairness Datasets: the Story so Far

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A Distributed Approach to Autonomous Intersection Management via Multi-Agent Reinforcement Learning

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Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS)

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TiWS-iForest: Isolation Forest in Weakly Supervised and Tiny ML scenarios

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Edge Delayed Deep Deterministic Policy Gradient: efficient continuous control for edge scenarios

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Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-AD

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Enhancing Interpretability and Generalizability in Extended Isolation Forests

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Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark

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