Exploiting transfer learning for the reconstruction of the human gene regulatory network P Mignone, G Pio, D D’Elia, M Ceci Bioinformatics 36 (5), 1553-1561, 2020 | 60 | 2020 |
Multidomain verification of dynamic signatures using local stability analysis G Pirlo, V Cuccovillo, M Diaz-Cabrera, D Impedovo, P Mignone IEEE Transactions on Human-Machine Systems 45 (6), 805-810, 2015 | 60 | 2015 |
Echad: embedding-based change detection from multivariate time series in smart grids M Ceci, R Corizzo, N Japkowicz, P Mignone, G Pio IEEE Access 8, 156053-156066, 2020 | 42 | 2020 |
Aerial scene classification through fine-tuning with adaptive learning rates and label smoothing B Petrovska, T Atanasova-Pacemska, R Corizzo, P Mignone, P Lameski, ... Applied Sciences 10 (17), 5792, 2020 | 40 | 2020 |
Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction G Pio, P Mignone, G Magazzù, G Zampieri, M Ceci, C Angione Bioinformatics 38 (2), 487-493, 2022 | 31 | 2022 |
Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks P Mignone, G Pio, S Džeroski, M Ceci Scientific reports 10 (1), 22295, 2020 | 31 | 2020 |
Positive unlabeled link prediction via transfer learning for gene network reconstruction P Mignone, G Pio Foundations of Intelligent Systems: 24th International Symposium, ISMIS 2018 …, 2018 | 18 | 2018 |
Spatially-aware autoencoders for detecting contextual anomalies in geo-distributed data R Corizzo, M Ceci, G Pio, P Mignone, N Japkowicz International conference on discovery science, 461-471, 2021 | 17 | 2021 |
An easy-to-explain decision support framework for forensic analysis of dynamic signatures D Mazzolini, P Mignone, P Pavan, G Vessio Forensic Science International: Digital Investigation 38, 301216, 2021 | 15 | 2021 |
On-line signature verification by multi-domain classification G Pirlo, V Cuccovillo, D Impedovo, P Mignone 2014 14th International Conference on Frontiers in Handwriting Recognition …, 2014 | 12 | 2014 |
Simultaneous process drift detection and characterization with pattern-based change detectors A Impedovo, P Mignone, C Loglisci, M Ceci Discovery Science: 23rd International Conference, DS 2020, Thessaloniki …, 2020 | 10 | 2020 |
Distributed heterogeneous transfer learning for link prediction in the positive unlabeled setting P Mignone, G Pio, M Ceci 2022 IEEE international conference on big data (Big Data), 5536-5541, 2022 | 8 | 2022 |
Anomaly detection for public transport and air pollution analysis P Mignone, D Malerba, M Ceci 2022 IEEE International Conference on Big Data (Big Data), 2867-2874, 2022 | 5 | 2022 |
Distributed and explainable GHSOM for anomaly detection in sensor networks P Mignone, R Corizzo, M Ceci Machine Learning, 1-42, 2024 | 1 | 2024 |
Dynamic Signature Analysis in Forensic Settings D Mazzolini, P Mignone, P Pavan, G Vessio | 1 | 2021 |
Distributed Heterogeneous Transfer Learning P Mignone, G Pio, M Ceci Big Data Research 37, 100456, 2024 | | 2024 |
Balancing Protection and Quality in Big Data Analytics Pipelines A Polimeno, P Mignone, C Braghin, M Anisetti, M Ceci, D Malerba, ... Big Data, 2024 | | 2024 |
Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022 … I Koprinska, P Mignone, R Guidotti, S Jaroszewicz, H Fröning, F Gullo, ... Springer Nature, 2023 | | 2023 |
Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2022) E Masciari, P Mignone, Z Ras, E Ritacco COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE 1752, 2023 | | 2023 |
Anomaly Detection for Physical Threat Intelligence P Mignone, D Malerba, M Ceci Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | | 2022 |