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Paolo Mignone
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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
602015
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
572020
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
402020
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
382020
Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks
P Mignone, G Pio, S D¾eroski, M Ceci
Scientific reports 10 (1), 22295, 2020
302020
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
292022
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
172018
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
142014
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
132021
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
102021
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
102020
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
52022
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
22022
Distributed and explainable GHSOM for anomaly detection in sensor networks
P Mignone, R Corizzo, M Ceci
Machine Learning, 1-42, 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
Publication Chair 26th International Symposium on Methodologies for Intelligent Systems 2022 (ISMIS 2022)
P Mignone
2022
Distributed Heterogeneous Transfer Learning
P Mignone, G Pio, M Ceci
2022
Distributed Heterogeneous Transfer Learning (Discussion Paper)
P Mignone, G Pio, M Ceci
2022
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