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G

Gian Antonio Susto

Department of Information Engineering

29H-index
270Paper Count
4.1KCitation Count
Published Papers 35
Publication Date
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TiROD: Tiny Robotics Dataset and Benchmark for Continual Object Detection
errJOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
IF2.8
err2026-07-17
err0
errOAAI
errFrancesco Pasti; Riccardo De Monte; Davide Dalle Pezze; Gian Antonio Susto; Nicola Bellotto
errShare
errSave
Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2026-01-01
err0
PREAI
errLuca Della Libera; Jacopo Andreoli; Davide Dalle Pezze; Mirco Ravanelli; Gian Antonio Susto
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errSave
Continual learning approaches for anomaly detection
errEvolving Systems
IF2.7
err2025-09-18
err0
errOAAI
errDavide Dalle Pezze; Eugenia Anello; Chiara Masiero; Gian Antonio Susto
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errSave
Fortifying Smart Grid Stability: Defending Against Adversarial Attacks and Measurement Anomalies
errsustainable energy grids networks
IF0
err2025-07-10
err0
errOAAI
errEmad Efatinasab; Nahal Azadi; Gian Antonio Susto; Chuadhry Mujeeb Ahmed; Mirco Rampazzo
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errSave
Explainable AI for reinforcement learning based dynamic scheduling solutions in semiconductor manufacturing
errJournal of Intelligent Manufacturing
IF7.4
err2025-06-16
err0
errOAAI
errAlessandro Immordino; Patrick Stöckermann; Niels Hayen; Thomas Altenmüller; Gian Antonio Susto; Martin Gebser; Konstantin Schekotihin; Georg Seidel
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errSave
Continual Learning for Behavior-based Driver Identification
errENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
IF8
err2025-06-01
err0
PREAI
errFanan, Mattia; Pezze, Davide Dalle; Efatinasab, Emad; Carli, Ruggero; Rampazzo, Mirco; Susto, Gian Antonio
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errSave
Edge Delayed Deep Deterministic Policy Gradient: Efficient Continuous Control for Edge Scenarios
errIEEE Transactions on Automation Science and Engineering
IF6.4
err2025-01-01
err0
PREAI
errAlberto Sinigaglia; Niccoló Turcato; Ruggero Carli; Gian Antonio Susto
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errSave
Band Relevance Factor (BRF): A novel automatic frequency band selection method based on vibration analysis for rotating machinery
errISA TRANSACTIONS
IF6.5
err2024-12-01
err0
PREAI
errBrito, Lucas Costa; Susto, Gian Antonio; Brito, Jorge Nei; Duarte, Marcus Antonio Viana
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errSave
Deep learning-based quality prediction for multi-stage sequential hot rolling processes in heavy rail manufacturing
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2024-10-01
err0
PREAI
errSun, Xi; Beghi, Alessandro; Susto, Gian Antonio; Lv, Zhimin
errShare
errSave
Improving robustness with image filtering
errNEUROCOMPUTING
IF6.5
err2024-09-01
err0
errOAAI
errTerzi, Matteo; Carletti, Mattia; Susto, Gian Antonio
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errSave
Heterogeneous domain adaptation and equipment matching: DANN-based Alignment with Cyclic Supervision (DBACS)
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2024-01-01
err2
errOAAI
errGentner, Natalie; Susto, Gian Antonio
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errSave
Adversarially Robust Fault Zone Prediction in Smart Grids With Bayesian Neural Networks
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errEfatinasab, Emad; Sinigaglia, Alberto; Azadi, Nahal; Antonio Susto, Gian; Rampazzo, Mirco
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errSave
Fault Diagnosis using eXplainable AI: A transfer learning-based approach for rotating machinery exploiting augmented synthetic data
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-12-01
err24
errOAAI
errBrito, Lucas Costa; Susto, Gian Antonio; Brito, Jorge Nei; Duarte, Marcus Antonio Viana
errShare
errSave
AcME-Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-03-01
err10
errOAAI
errDandolo, David; Masiero, Chiara; Carletti, Mattia; Pezze, Davide Dalle; Susto, Gian Antonio
errShare
errSave
Classifying Circumnutation in Pea Plants via Supervised Machine Learning
errPLANTS-BASEL
IF4.1
err2023-02-20
err5
errOAAI
errWang, Qiuran; Barbariol, Tommaso; Susto, Gian Antonio; Bonato, Bianca; Guerra, Silvia; Castiello, Umberto
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errSave
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2022-07-01
err16
PREAI
errPezze, Davide Dalle; Masiero, Chiara; Tosato, Diego; Beghi, Alessandro; Susto, Gian Antonio
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errSave
A Self-Tuning KPCA-Based Approach to Fault Detection in Chiller Systems
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2022-07-01
err11
PREAI
errSimmini, Francesco; Rampazzo, Mirco; Peterle, Fabio; Susto, Gian Antonio; Beghi, Alessandro
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errSave
A Deep Convolutional Autoencoder-Based Approach for Anomaly Detection With Industrial, Non-Images, 2-Dimensional Data: A Semiconductor Manufacturing Case Study
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2022-07-01
err23
PREAI
errMaggipinto, Marco; Beghi, Alessandro; Susto, Gian Antonio
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errSave
Identifying Faked Responses in Questionnaires with Self-Attention-Based Autoencoders
errINFORMATICS-BASEL
IF2.8
err2022-03-06
err2
errOAAI
errPurpura, Alberto; Sartori, Giuseppe; Giorgianni, Dora; Orru, Graziella; Susto, Gian Antonio
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errSave
An explainable artificial intelligence approach for unsupervised fault detection and diagnosis in rotating machinery
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-01-01
err153
errOAAI
errBrito, Lucas C.; Susto, Gian Antonio; Brito, Jorge N.; Duarte, Marcus A., V
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errSave

Research Directions

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Co-authors
Cooperation Journals
M
Miroslav Krstić
H-index: 113 · Papers: 1.5K
C
Claudio Cobelli
H-index: 110 · Papers: 1.1K
E
E. Feltresi
H-index: 77 · Papers: 608
U
Umberto Castiello
H-index: 61 · Papers: 387
G
Giuseppe De Nicolao
H-index: 51 · Papers: 409
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