SUSTO, GIAN ANTONIO
SUSTO, GIAN ANTONIO
Dipartimento di Ingegneria dell'Informazione - DEI
Regional Isolation Forest: A Novel Approach for Enhanced Anomaly Detection and Interpretability
In corso di stampa Sun, X.; Beghi, A.; Susto, G. A.; Zhou, T.; Zhuo, Y.; Lv, Z.
Clean or simplistic? Testing a lower granularity algorithmic explainer for users’ comprehension, trust, and preference
2026 Spagnolli, Anna; Capuozzo, Elena; Zaccaria, Valentina; Casadei, Olivia; Ozturk, Suleyman; Akyurt, Idil; Stropeni, Arianna; Susto, Gian Antonio
Guest Editorial: Beyond Classic Deep Learning: Algorithms for Dealing with Real-World Applications in Industrial Automation
2026 Susto, G. A.; Fink, O.; Kang, S.; Moench, L.; Dalle Pezze, D.
MIRAGE: Model-agnostic Industrial Realistic Anomaly Generation and Evaluation for Visual Anomaly Detection
2026 Hu, J.; Borsatti, F.; Stropeni, A.; Dalle Pezze, D.; Barusco, M.; Susto, G. A.
TiROD: Tiny Robotics Dataset and Benchmark for Continual Object Detection
2026 Pasti, Francesco; De Monte, Riccardo; Dalle Pezze, Davide; Susto, Gian Antonio; Bellotto, Nicola
Towards Fair and Efficient allocation of Mobility-on-Demand resources through a Karma Economy
2026 Cederle, M.; Bolognani, S.; Susto, G. A.
VAD4Space: Visual Anomaly Detection for Planetary Surface Imagery
2026 Genilotti, F.; Stropeni, A.; Borsatti, F.; Barusco, M.; Dalle Pezze, D.; Susto, G. A.
A Deep Learning Approach for Aluminum Corrosion Recognition in Semiconductor Manufacturing
2025 Binotto, S.; Brunelli, L.; Barusco, M.; Masiero, C.; Susto, G. A.
A Fairness-Oriented Multi-Objective Reinforcement Learning approach for Autonomous Intersection Management
2025 Cederle, M.; Fabris, M.; Susto, G. A.
A Fairness-Oriented Reinforcement Learning Approach for the Operation and Control of Shared Micromobility Services
2025 Cederle, Matteo; Piron, Luca Vittorio; Ceccon, Marina; Chiariotti, Federico; Fabris, Alessandro; Fabris, Marco; Susto, Gian Antonio
A Quantile Regression Approach for Remaining Useful Life Estimation with State Space Models
2025 Frizzo, D.; Borsatti, F.; Susto, G. A.
Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations
2025 Sartor, Davide; Sinigaglia, Alberto; Susto, GIAN ANTONIO
An Inherently Explainable Approach for Reinforcement Learning Based Dispatching in Semiconductor Frontend Fabs
2025 Immordino, A.; Stockermann, P.; Altenmuller, T.; Susto, G. A.; Seidel, G.; Wye, C.
Batch-querying Strategies in Bayesian Active Learning Isolation Forests
2025 Kalb, Thorsten Albert; Sartor, D.; Baz Radwan, F.; Zaccaria, V.; Masiero, C.; Susto, G. A.
Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent
2025 Libera, Luca Della; Andreoli, Jacopo; Pezze, Davide Dalle; Ravanelli, Mirco; Susto, Gian Antonio
Continual learning approaches for anomaly detection
2025 Pezze, Davide Dalle; Anello, Eugenia; Masiero, Chiara; Susto, Gian Antonio
Continual Learning for Behavior-based Driver Identification
2025 Fanan, Mattia; Dalle Pezze, Davide; Efatinasab, Emad; Carli, Ruggero; Rampazzo, Mirco; Susto, Gian Antonio
Deep Reinforcement Learning for Autonomous Navigation: Sim-to-Real Transfer on TurtleBots
2025 Dal Nevo, M.; Turcato, N.; Sinigaglia, A.; Lorigiola, R.; Casadei, O.; Carli, R.; Cenedese, A.; Susto, G. A.
Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing
2025 Barusco, M.; Dalle Pezze, D.; Gentner, N.; Poniatowski, A.; Salti, S.; Susto, G. A.
Edge Delayed Deep Deterministic Policy Gradient: Efficient Continuous Control for Edge Scenarios
2025 Sinigaglia, Alberto; Turcato, Niccolò; Carli, Ruggero; Antonio Susto, Gian