Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks von Efatinasab, Emad, Sinigaglia, Alberto, Azadi, Nahal, Antonio Susto, Gian, Rampazzo, Mirco

Volltext

Machine Learning for Predictive Maintenance: A Multiple Classifier Approach von Susto, Gian Antonio, Schirru, Andrea, Pampuri, Simone, McLoone, Sean, Beghi, Alessandro

Volltext

Control of PDE–ODE cascades with Neumann interconnections von Antonio Susto, Gian, Krstic, Miroslav

Volltext

Self-Diagnosis of Multiphase Flow Meters through Machine Learning-Based Anomaly Detection von Barbariol, Tommaso, Feltresi, Enrico, Susto, Gian Antonio

Volltext

A Convolutional Autoencoder Approach for Feature Extraction in Virtual Metrology von Maggipinto, Marco, Masiero, Chiara, Beghi, Alessandro, Susto, Gian Antonio

Volltext

Classifying Circumnutation in Pea Plants via Supervised Machine Learning von Wang, Qiuran, Barbariol, Tommaso, Susto, Gian Antonio, Bonato, Bianca, Guerra, Silvia, Castiello, Umberto

Volltext

Laundry Fabric Classification in Vertical Axis Washing Machines Using Data-Driven Soft Sensors von Maggipinto, Marco, Pesavento, Elena, Altinier, Fabio, Zambonin, Giuliano, Beghi, Alessandro, Susto, Gian Antonio

Volltext

Uncertainty Estimation for Machine Learning Models in Multiphase Flow Applications von Frau, Luca, Susto, Gian Antonio, Barbariol, Tommaso, Feltresi, Enrico

Volltext

Sparse Logistic Regression: Comparison of Regularization and Bayesian Implementations von Zanon, Mattia, Zambonin, Giuliano, Susto, Gian Antonio, McLoone, Seán

Volltext

Fault Detection of Bearing: An Unsupervised Machine Learning Approach Exploiting Feature Extraction and Dimensionality Reduction von Brito, Lucas Costa, Susto, Gian Antonio, Brito, Jorge Nei, Duarte, Marcus Antonio Viana

Volltext

Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders von Purpura, Alberto, Sartori, Giuseppe, Giorgianni, Dora, Orrú, Graziella, Susto, Gian Antonio

Volltext

Interpretable Anomaly Detection with DIFFI: Depth-based feature importance of Isolation Forest von Carletti, Mattia, Terzi, Matteo, Susto, Gian Antonio

Volltext

Machine Learning-Based Soft Sensors for the Estimation of Laundry Moisture Content in Household Dryer Appliances von Zambonin, Giuliano, Altinier, Fabio, Beghi, Alessandro, Leandro dos Santos Coelho, Fiorella, Nicola, Girotto, Terenzio, Rampazzo, Mirco, Reynoso-Meza, Gilberto, Susto, Gian Antonio

Volltext

TiWS-iForest: Isolation forest in weakly supervised and tiny ML scenarios von Barbariol, Tommaso, Susto, Gian Antonio

Volltext

Algorithmic fairness datasets: the story so far von Fabris, Alessandro, Messina, Stefano, Silvello, Gianmaria, Susto, Gian Antonio

Volltext

Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS) von Gentner, Natalie, Susto, Gian Antonio

Volltext

Advances in Robotics, Automation and Data Analytics: Selected Papers from ICITES 2020 von Mat Jizat, Jessnor Arif, Khairuddin, Ismail Mohd, Mohd Razman, Mohd Azraai, Ab. Nasir, Ahmad Fakhri, Abdul Karim, Mohamad Shaiful, Jaafar, Abdul Aziz, Hong, Lim Wei, Abdul Majeed, Anwar P. P, Liu, Pengcheng, Myung, Hyun

Volltext

Improving robustness with image filtering von Terzi, Matteo, Carletti, Mattia, Susto, Gian Antonio

Volltext

Gender stereotype reinforcement: Measuring the gender bias conveyed by ranking algorithms von Fabris, Alessandro, Purpura, Alberto, Silvello, Gianmaria, Susto, Gian Antonio

Volltext

A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study von Maggipinto, Marco, Beghi, Alessandro, Susto, Gian Antonio

Volltext