| HMMs for anomaly detection in autonomous robots D Azzalini, A Castellini, M Luperto, A Farinelli, F Amigoni Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 33 | 2020 |
| A minimally supervised approach based on variational autoencoders for anomaly detection in autonomous robots D Azzalini, L Bonali, F Amigoni IEEE Robotics and Automation Letters 6 (2), 2985-2992, 2021 | 29 | 2021 |
| Adversarial Data Augmentation for HMM-based Anomaly Detection A Castellini, F Masillo, D Azzalini, F Amigoni, A Farinelli IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 | 10 | 2023 |
| SoCRATe: A recommendation system with limited-availability items D Azzalini, F Azzalini, C Criscuolo, T Dolci, D Martinenghi, S Amer-Yahia Proceedings of the 31st ACM International Conference on Information …, 2022 | 5 | 2022 |
| Event Recognition Strategies applied in the Mercurio Project. D Azzalini, F Azzalini, D Greco, M Mazuran, L Tanca MIDAS@ PKDD/ECML, 29-30, 2017 | 4 | 2017 |
| Improving Remaining Useful Life Estimation of Lithium-Ion Batteries when Nearing End of Life L Martiri, D Azzalini, B Flammini, L Cristaldi, F Amigoni 2023 IEEE International Conference on Metrology for eXtended Reality …, 2023 | 3 | 2023 |
| Multi-agent pickup and delivery in presence of another team of robots B Flammini, D Azzalini, F Amigoni Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023 | 3 | 2023 |
| Ethics-aware data governance (vision paper) L Tanca, P Atzeni, D Azzalini, I Bartolini, L Cabibbo, L Calderoni, ... CEUR WORKSHOP PROCEEDINGS 2161, 2018 | 3 | 2018 |
| SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations. D Azzalini, F Azzalini, C Criscuolo, T Dolci, D Martinenghi, L Tanca, ... SEBD, 538-545, 2022 | 2 | 2022 |
| Modeling and comparing robot behaviors for anomaly detection D Azzalini Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 2 | 2020 |
| Tracking the Evolution of Financial Time Series Clusters D Azzalini, F Azzalini, M Mazuran, L Tanca Proceedings of the 5th Workshop on Data Science for Macro-modeling with …, 2019 | 2 | 2019 |
| Preventing Deadlocks for Multi-Agent Pickup and Delivery in Dynamic Environments B Flammini, D Azzalini, F Amigoni Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | 1 | 2024 |
| MAPF and MAPD: Recent Developments and Future Directions F Amigoni, D Azzalini, N Basilico, B Flammini Proceedings of the AI* IA Workshop on Artificial Intelligence and Robotics …, 2022 | 1 | 2022 |
| An empirical evaluation of deep autoencoders for anomaly detection in the electricity consumption of buildings D Azzalini, B Flammini, CA Emanuele, A Guadagno, E Ragaini, F Amigoni Energy and Buildings 327, 115069, 2025 | | 2025 |
| Domain Adversarial Neural Networks for Remaining Useful Life Estimation of Lithium-Ion Batteries L Martiri, G Meli, L Pasquarelli, D Azzalini, L Cristaldi, F Amigoni 2024 IEEE International Conference on Metrology for eXtended Reality …, 2024 | | 2024 |
| A Transfer Learning Approach for Remaining Useful Life Estimation of Lithium-Ion Batteries L Martiri, D Azzalini, L Cristaldi, F Amigoni 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT …, 2024 | | 2024 |
| A Distributed Approach for Fault Detection in Swarms of Robots A Carminati, D Azzalini, S Vantini, F Amigoni Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | | 2024 |
| Loss Compensation in Multi-Session Recommendation Under Limited Item Availability D Azzalini, F Azzalini, C Criscuolo, T Dolci, D Martinenghi, S Amer-Yahia | | 2024 |
| Multi-Agent Pickup and Delivery in a Dynamic Environment (short paper) B Flammini, D Azzalini, F Amigoni AIRO@ AI* IA, 2023 | | 2023 |
| Multi-Agent Pickup and Delivery in Dynamic Environments B Flammini, D Azzalini, F Amigoni Proceedings of the AI* IA Workshop on Artificial Intelligence and Robotics …, 2023 | | 2023 |
