FORMULA: A deep learning approach for rare alarms predictions in industrial equipment D Dalle Pezze, C Masiero, D Tosato, A Beghi, GA Susto IEEE Transactions on Automation Science and Engineering 19 (3), 1491-1502, 2021 | 10 | 2021 |
AcME—Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box D Dandolo, C Masiero, M Carletti, D Dalle Pezze, GA Susto Expert Systems with Applications 214, 119115, 2023 | 7 | 2023 |
Alarm logs in packaging industry (ALPI) D Tosato, D Dalle Pezze, C Masiero, GA Susto, A Beghi | 5 | 2020 |
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring DD Pezze, D Deronjic, C Masiero, D Tosato, A Beghi, GA Susto arXiv preprint arXiv:2208.04227, 2022 | 4* | 2022 |
Continual Learning Approaches for Anomaly Detection DD Pezze, E Anello, C Masiero, GA Susto arXiv preprint arXiv:2212.11192, 2022 | 3* | 2022 |
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper A Beghi, N Dall'Ora, D Dalle Pezze, F Fummi, C Masiero, S Spellini, ... 2023 Forum on Specification & Design Languages (FDL), 1-8, 2023 | | 2023 |
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation L Lorenti, D Dalle Pezze, J Andreoli, C Masiero, N Gentner, Y Yang, ... 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), 1-9, 2023 | | 2023 |
Methodological Advancements in Continual Learning and Industry 4.0 Applications D Dalle Pezze Università degli studi di Padova, 2023 | | 2023 |
Alarm logs of industrial packaging machines D Tosato, D Dalle Pezze, C Masiero, GA Susto, A Beghi IEEE DataPort, 2022 | | 2022 |