Paolo Mignone is a Research Fellow at the Dept. of Computer Science, University of Bari (Italy). He has published papers in top-journals including papers in Bioinformatics, IEEE Transactions on Human-Machine Systems, and conference proceedings. He participated in the scientific committee of international conferences and served as a reviewer in a wide range of international conferences and journals.

Research Interests

Transfer learning, Bioinformatics, Link prediction and Big Data Analytics.

Paolo Mignone
PhD, Assistant Professor
(non-tenure)
Phone: +39 080 5442203
em@il: paolo.mignone @ uniba.it
webpage: http://www.di.uniba.it/~mignone





Publications Legend

Journal Articles
Book
Conference or Workshop
Editorship
Collection
Other

Publications


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): 487-493 (2022)
DOI: https://doi.org/10.1093/bioinformatics/btab647


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: 301216 (2021)
DOI: https://doi.org/10.1016/j.fsidi.2021.301216
Roberto Corizzo, Michelangelo Ceci, Gianvito Pio, Paolo Mignone, Nathalie Japkowicz:
Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data. DS: 461-471 (2021)
DOI: https://doi.org/10.1007/978-3-030-88942-5_36


2020
Angelo Impedovo, Paolo Mignone, Corrado Loglisci, Michelangelo Ceci:
Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors. DS: 451-467 (2020)
DOI: https://doi.org/10.1007/978-3-030-61527-7_30
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: 156053-156 (2020)
DOI: https://doi.org/10.1109/ACCESS.2020.3019095
Paolo Mignone, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci:
Exploiting transfer learning for the reconstruction of the human gene regulatory network. Bioinform. 36(5): 1553-1561 (2020)
DOI: https://doi.org/10.1093/bioinformatics/btz781


2019
Paolo Mignone, Gianvito Pio, Michelangelo Ceci:
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (Discussion Paper). SEBD (2019)
DOI: http://ceur-ws.org/Vol-2400/paper-06.pdf


2018
Paolo Mignone, Gianvito Pio:
Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction. ISMIS: 13-23 (2018)
DOI: https://doi.org/10.1007/978-3-030-01851-1_2


2015
Giuseppe Pirlo, Vito Cuccovillo, Moisés Díaz Cabrera, Donato Impedovo, Paolo Mignone:
Multidomain Verification of Dynamic Signatures Using Local Stability Analysis. IEEE Trans. Human-Machine Systems 45(6): 805-810 (2015)
DOI: https://doi.org/10.1109/THMS.2015.2443050


2014
Giuseppe Pirlo, Vito Cuccovillo, Donato Impedovo, Paolo Mignone:
On-Line Signature Verification by Multi-domain Classification. ICFHR: 67-72 (2014)
DOI: https://doi.org/10.1109/ICFHR.2014.19