Paolo Mignone

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Anomaly Detection

Distributed Heterogeneous

Spatially Aware

Top Venues

Publications

Paolo Mignone, Roberto Corizzo, Michelangelo Ceci
Distributed and explainable GHSOM for anomaly detection in sensor networks. Mach. Learn. 113 (7) (2024)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Distributed Heterogeneous Transfer Learning. Big Data Res. 37 (2024)
Paolo Mignone, Donato Malerba, Michelangelo Ceci
Anomaly Detection for Public Transport and Air Pollution Analysis. Big Data (2022)
Gianvito Pio, Paolo Mignone, Giuseppe Magazzù, Guido Zampieri, Michelangelo Ceci, Claudio Angione
Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction. Bioinform. 38 (2) (2022)
Paolo Mignone, Donato Malerba, Michelangelo Ceci
Anomaly Detection for Physical Threat Intelligence. itaDATA (2022)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Distributed Heterogeneous Transfer Learning for Link Prediction in the Positive Unlabeled Setting. Big Data (2022)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Distributed Heterogeneous Transfer Learning. SEBD (2022)
Paolo Mignone, Donato Malerba, Michelangelo Ceci
Anomaly Detection for Physical Threat Intelligence. PKDD/ECML Workshops (1) (2022)
Roberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz
Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data. DS (2021)
Daniela Mazzolini, Paolo Mignone, Patrizia Pavan, Gennaro Vessio
An easy-to-explain decision support framework for forensic analysis of dynamic signatures. Digit. Investig. 38 (2021)
Michelangelo Ceci, Roberto Corizzo, Nathalie Japkowicz, Paolo Mignone, Gianvito Pio
ECHAD: Embedding-Based Change Detection From Multivariate Time Series in Smart Grids. IEEE Access 8 (2020)
Angelo Impedovo, Paolo Mignone, Corrado Loglisci, Michelangelo Ceci
Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors. DS (2020)
Paolo Mignone, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci
Exploiting transfer learning for the reconstruction of the human gene regulatory network. Bioinform. 36 (5) (2020)
Paolo Mignone, Gianvito Pio, Michelangelo Ceci
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (Discussion Paper). SEBD (2019)
Paolo Mignone, Gianvito Pio
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction. ISMIS (2018)
Giuseppe Pirlo, Vito Cuccovillo, Moisés Díaz Cabrera, Donato Impedovo, Paolo Mignone
Multidomain Verification of Dynamic Signatures Using Local Stability Analysis. IEEE Trans. Hum. Mach. Syst. 45 (6) (2015)
Giuseppe Pirlo, Vito Cuccovillo, Donato Impedovo, Paolo Mignone
On-Line Signature Verification by Multi-domain Classification. ICFHR (2014)