Personal information

machine learning, transfer learning, data mining, big data analytics, bioinformatics
Italy

Activities

Employment (2)

University of Bari Aldo Moro: Bari, Italy, IT

2020-12-29 to present | Assistant Professor (Computer Science)
Employment
Source: Self-asserted source
Paolo Mignone

University of Bari Aldo Moro: Bari, IT

2019-12-10 to 2020-12-05 | Research Fellow (Computer Science)
Employment
Source: Self-asserted source
Paolo Mignone

Education and qualifications (1)

University of Bari Aldo Moro: Bari, IT

2016-11-02 to 2019-10-31 | Ph.D. Student (Computer Science)
Education
Source: Self-asserted source
Paolo Mignone

Works (19)

Distributed Heterogeneous Transfer Learning

Big Data Research
2024-08 | Journal article
Part of ISSN: 2214-5796
Contributors: Paolo Mignone; Gianvito Pio; Michelangelo Ceci
Source: Self-asserted source
Paolo Mignone

Distributed and explainable GHSOM for anomaly detection in sensor networks

Machine Learning
2024-07 | Journal article
Contributors: Paolo Mignone; Roberto Corizzo; Michelangelo Ceci
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Balancing Protection and Quality in Big Data Analytics Pipelines

Big Data
2024-04-11 | Journal article
Contributors: Antongiacomo Polimeno; Paolo Mignone; Chiara Braghin; Marco Anisetti; Michelangelo Ceci; Donato Malerba; Claudio A. Ardagna
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Anomaly Detection for Physical Threat Intelligence

2023 | Book chapter
Contributors: Paolo Mignone; Donato Malerba; Michelangelo Ceci
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Anomaly Detection for Public Transport and Air Pollution Analysis

2022 IEEE International Conference on Big Data (Big Data)
2022-12-17 | Conference paper
Contributors: Paolo Mignone; Donato Malerba; Michelangelo Ceci
Source: Self-asserted source
Paolo Mignone

Distributed Heterogeneous Transfer Learning for Link Prediction in the Positive Unlabeled Setting

2022 IEEE International Conference on Big Data (Big Data)
2022-12-17 | Conference paper
Contributors: Paolo Mignone; Gianvito Pio; Michelangelo Ceci
Source: Self-asserted source
Paolo Mignone

Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction

Bioinformatics
2022-01-03 | Journal article
Contributors: Gianvito Pio; Paolo Mignone; Giuseppe Magazzù; Guido Zampieri; Michelangelo Ceci; Claudio Angione; Alfonso Valencia
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Spatially-Aware Autoencoders for Detecting Contextual Anomalies in Geo-Distributed Data

2021 | Book chapter
Contributors: Roberto Corizzo; Michelangelo Ceci; Gianvito Pio; Paolo Mignone; Nathalie Japkowicz
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An easy-to-explain decision support framework for forensic analysis of dynamic signatures

Forensic Science International: Digital Investigation
2021-09 | Journal article
Contributors: Daniela Mazzolini; Paolo Mignone; Patrizia Pavan; Gennaro Vessio
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Crossref

Big Data analytics for knowledge transfer among organisms while reconstructing Gene Regulatory Networks

EMBnet.journal
2021-07-08 | Journal article
Contributors: Paolo Mignone; Gianvito Pio; Domenica D'Elia; Michelangelo Ceci
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ECHAD: embedding-based change detection from multivariate time series in smart grids

IEEE Access
2020 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Paolo Mignone
grade
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Multi-task learning for the simultaneous reconstruction of the human and mouse gene regulatory networks

2020 | Journal article
Contributors: Paolo Mignone; Gianvito Pio; Sašo Džeroski; Michelangelo Ceci
Source: Self-asserted source
Paolo Mignone via BASE - Bielefeld Academic Search Engine

Simultaneous Process Drift Detection and Characterization with Pattern-Based Change Detectors

Discovery Science
2020 | Conference paper
Part of ISBN: 9783030615260
Part of ISBN: 9783030615277
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Angelo Impedovo; Paolo Mignone; Corrado Loglisci; Michelangelo Ceci
Source: Self-asserted source
Paolo Mignone

Aerial Scene Classification through Fine-Tuning with Adaptive Learning Rates and Label Smoothing

Applied Sciences
2020-08-21 | Journal article
Contributors: Biserka Petrovska; Tatjana Atanasova-Pacemska; Roberto Corizzo; Paolo Mignone; Petre Lameski; Eftim Zdravevski
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Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (Discussion Paper)

Proceedings of the 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019
2019 | Conference paper
URI:

http://ceur-ws.org/Vol-2400/paper-06.pdf

Source: Self-asserted source
Paolo Mignone

Exploiting transfer learning for the reconstruction of the human gene regulatory network

Bioinformatics
2019-10-14 | Journal article
Part of ISSN: 1367-4803
Part of ISSN: 1460-2059
Source: Self-asserted source
Paolo Mignone
grade
Preferred source (of 2)‎

Positive unlabeled link prediction via transfer learning for gene network reconstruction

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018 | Book
EID:

2-s2.0-85055860027

Contributors: Mignone, P.; Pio, G.
Source: Self-asserted source
Paolo Mignone via Scopus - Elsevier

Multidomain Verification of Dynamic Signatures Using Local Stability Analysis

IEEE Transactions on Human-Machine Systems
2015 | Journal article
EID:

2-s2.0-84959455542

Contributors: Pirlo, G.; Cuccovillo, V.; Diaz-Cabrera, M.; Impedovo, D.; Mignone, P.
Source: Self-asserted source
Paolo Mignone via Scopus - Elsevier

On-Line Signature Verification by Multi-domain Classification

Proceedings of International Conference on Frontiers in Handwriting Recognition, ICFHR
2014 | Conference paper
EID:

2-s2.0-84942241003

Contributors: Pirlo, G.; Cuccovillo, V.; Impedovo, D.; Mignone, P.
Source: Self-asserted source
Paolo Mignone via Scopus - Elsevier

Peer review (52 reviews for 16 publications/grants)

Review activity for Advanced engineering informatics. (1)
Review activity for Data mining and knowledge discovery. (5)
Review activity for Energy and buildings. (1)
Review activity for Engineering applications of artificial intelligence. (8)
Review activity for Expert systems with applications. (2)
Review activity for Information processing and management. (1)
Review activity for Information sciences. (2)
Review activity for International journal of computational intelligence systems. (5)
Review activity for Journal of big data. (2)
Review activity for Journal of economic behavior & organization. (1)
Review activity for Machine learning with applications. (1)
Review activity for Machine learning. (7)
Review activity for Medical & biological engineering & computing. (11)
Review activity for Neural networks. (2)
Review activity for Pattern recognition. (2)
Review activity for SoftwareX. (1)