Paolo Mignone's Home Page Research Interests: Data Mining and Knowledge Discovery, Bioinformatics, Transfer Learning, Link Prediction, Big Data Analytics, Cybersecurity.
Paolo Mignone Research Fellow KDDE lab. - IV floor Dept. of Computer Science University of Bari Aldo Moro Via Orabona, 4 - 70125 Bari - Italy +39 080 5442203	chrome_reader_mode Publications school Courses code Software

Qualification

• PhD in Computer Science from University of Bari, Italy, February 2019.

Academic career

• December 2019 - Now Research Fellow at the Department of Computer Science, University of Bari
• November 2016 - February 2019 PhD student in Computer Science at the Department of Computer Science, University of Bari.

Activities

Organizing Committee

• 16th Italian Research Conference on Digital Libraries (IRCDL 2020), Bari (Italy), January 30-31, 2020
• European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), Skopje (Macedonia), September 18-22, 2017
• 3rd International Winter School on Big Data (BigDat 2017), Bari (Italy), February 13-17, 2017

Program Committee

• International Joint Conference on Artificial Intelligence and the Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020)
• IEEE Conference on Evolving and Adaptive Intelligent Systems (IEEE EAIS 2020)
• Cross Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE 2020)
• European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020)

Conference Reviewing

• International Conference on Discovery Science (DS 2017)
• International Conference on Information and Knowledge Management (CIKM 2017)
• International Conference on Web Intelligence (WI 2017)
• International Joint Conference on Artificial Intelligence (IJCAI 2017)
• International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018)
• ACM/SIGAPP Symposium on Applied Computing (SAC 2018)
• Society for Industrial and Applied Mathematics International Conference on Data Mining (SDM 2018)
• IEEE International Conference on Advanced Information Networking and Applications (AINA 2018)
• European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2018)
• International Conference on Information and Knowledge Management (CIKM 2018)
• IEEE International Conference on Data Mining (ICDM 2018)
• International Conference on Data Analytics 2018
• Italian Research Conference on Digital Libraries (IRCDL 2019)
• Society for Industrial and Applied Mathematics International Conference on Data Mining (SDM 2019)
• International Joint Conference on Artificial Intelligence (IJCAI 2019)
• International Conference on Machine Learning and Data Mining (MLDM 2019)
• International Conference on Information and Knowledge Management (CIKM 2019)
• AAAI Conference on Artificial Intelligence (AAAI 2020)
• Society for Industrial and Applied Mathematics International Conference on Data Mining (SDM 2020)
• European Conference on Information Retrieval (ECIR 2020)
• International Joint Conference on Artificial Intelligence and the Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020)
• IEEE Conference on Evolving and Adaptive Intelligent Systems (IEEE EAIS 2020)
• Cross Domain Conference for Machine Learning and Knowledge Extraction (CD-MAKE 2020)
• European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020)

Journal Reviewing

• Journal of Biomedical and Health Informatics, ISSN: 2168-2194
• Journal of Intelligent Information Systems, ISSN: 0925-9902 / 1573-7675
• Springer Medical & Biological Engineering & Computing, ISSN: 1741-0444 / 0140-0118

Publications

International Journals

• Paolo Mignone, Gianvito Pio, Domenica D'Elia, Michelangelo Ceci, Exploiting Transfer Learning for the Reconstruction of the Human Gene Regulatory Network, Bioinformatics, btz781, doi: 10.1093/bioinformatics/btz781, 2019
• 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, doi: 10.1109/THMS.2015.2443050, 2015

International Conferences

• Paolo Mignone, Gianvito Pio - Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction. ISMIS 2018 : the 24th International Symposium on Methodologies for Intelligent Systems, doi: 10.1007/978-3-030-01851-1_2, 2018
• Giuseppe Pirlo, Vito Cuccovillo, Donato Impedovo, Paolo Mignone - On-Line Signature Verification by Multi-domain Classification. ICFHR 2014 : the 14th International Conference on Frontiers in Handwriting Recognition, doi: 10.1109/ICFHR.2014.19, 2014

National Conferences

• Paolo Mignone, Michelangelo Ceci, Gianvito Pio, Donato Malerba, Domenica D'Elia - Transfer Learning for Gene Network Reconstruction, BITS 2019 : 16th Annual Meeting of the Bioinformatics Italian Society June 26-28, 2019, Palermo, Italy
• Paolo Mignone, Gianvito Pio, Michelangelo Ceci - Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction (discussion paper), SEBD 2019 : the 27th Italian Symposium on Advanced Database Systems
• Gianvito Pio, Michelangelo Ceci, Paolo Mignone, Emanuele Pio Barracchia, Donato Malerba - Machine learning per Health & Medicine, Ital-IA 2019 : primo Convegno Nazionale CINI sull'Intelligenza Artificiale - Workshop AI for Health and Medicine, paper presentation
• Gianvito Pio, Emanuele Pio Barracchia, Paolo Mignone, Francesca Prisciandaro, Domenica D'Elia, Donato Malerba, Michelangelo Ceci. Data mining methods for the analysis of heterogeneous biological networks. InfoLife 2018 workshop

PhD Forum

• Paolo Mignone, Gianvito Pio, Michelangelo Ceci - Gene Network Reconstruction via Transfer Learning across Multiple Organisms. ECML PKDD 2017: the European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases. 18th-22th September 2017 - Skopje - Macedonia


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Courses




Undergraduate Courses

• Progettazione di Sistemi Sicuri (6 CFU) - ING-INF/05 - Corso di Laurea Magistrale in Sicurezza Informatica, Taranto - 2019/2020
• Didattica integrativa nell'ambito del Laboratorio in Sicurezza nelle applicazioni e Progetto (40 ore) - ING-INF/05 - Corso di Laurea Magistrale in Sicurezza Informatica, Taranto - 2018/2019



Training Programs for High-School and Undergraduate Students

• Member of the Local Organizing Committee of the University of Bari Aldo Moro for the CyberChallengeIT 2020 initiative aimed at the Cybersecurity Training (March - May) of a Team of 20 Students, aged between 16 and 23, who will compete in the National Challenge
• Basi Programmazione Java at ITS Apulia Digital Maker, Foggia, (50 hours) - Developer 4.0 2020 training course
• Big Data & Analytics at ITS Apulia Digital Maker, Foggia, (40 hours) - Industry 4.0 Expert 2019 training course



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Software

• BioSfer (Biological Transfer Learning)



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