NAPOLETANO PAOLO

Role
Associate professor  
Academic disciplines
Informatica (INF/01)
Office phone
Room:
  • U14, Floor: 1, Room: 1014

Biography

Paolo Napoletano is Associate Professor of Computer Science at the Department of Informatics, Systems and Communication of the University of Milano-Bicocca since 2021. He has got the Italian National Academic Qualification as Full Professor of Computer Science (01/B1) and Computer Engineering (09/H1) in January 2022 and November 2020 respectively. From 2018 to 2021 he has been tenured Assistant Professor of Computer Science at University of Milan-Bicocca. From 2012 to 2018 he has been post-doc researcher at University of Milan-Bicocca and from 2007 to 2012 post-doc researcher at University of Salerno. In 2007, he received a Doctor of Philosophy degree (PhD) in Information Engineering from the University of Salerno with a thesis focused on Computational Vision and Pattern Recognition. In 2003, he received a Master’s degree in Telecommunications Engineering from the University of Naples Federico II, with a thesis focused on Transmission of Electromagnetic Fields. His main research interests are in the field of Artificial Intelligence, Machine and Deep Learning, Computer Vision, Pattern Recognition, Intelligent Sensors, Biological signal processing, Human-Machine Systems, Digital Health, AI-Assisted Healthcare, Telemonitoring, Telehealth, Intelligent Consumer Technologies and Internet of Things. He is author of more than 120 scientific papers in Scopus high-ranked and indexed journals and conferences. He is on the Stanford list of World's top 2% researchers in "Artificial Intelligence and Image Processing" in 2019, 2020 and 2021.He is Associate Editor of the IEEE Journal of Biomedical and Health InformaticsNeurocomputing Elsevier Journal, IET Signal Processing, MDPI Sensors Journal and MDPI Smart Cities Journal.  He is member of the ELLIS Society (European Laboratory for Learning and Intelligent Systems). He is the chair of the IEEE CTSoc Machine learning, Deep learning and AI in CE (MDA) Technical Committee (TC).  He has been principal investigator of several research contracts with consumer electronics industries and responsible of research activities in public-funded projects. He is co-founder of the Spin-Off Imaging and Vision Solutions. At the University of Milano-Bicocca he is professor of Foundations of Deep Learning, Intelligent Consumer Technologies, Internet of Things and Databases. To see his recent research activities please visit the Google Scholar page and Linkedin profile.

 

Research

 

 

Publications

  • Barbato, M., Piccoli, F., Napoletano, P. (In corso di stampa). Multimodal Earth Observation Modeling using AI. In 10th International Conference, MESAS 2023. Springer. Detail

  • Amrani, H., Micucci, D., Nalin, M., Napoletano, P. (2024). Emotion Personalization with Machine Learning using EEG Signals and Dry Electrodes. In 2023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering, MetroXRAINE 2023 - Proceedings (pp.132-137). Institute of Electrical and Electronics Engineers Inc. [10.1109/metroxraine58569.2023.10405681]. Detail

  • Puccinelli, N., Piccoli, F., Napoletano, P. (2024). On the Use of Personalized Models for Blood Glucose Concentration Prediction. In IEEE International Conference on Consumer Electronics - Berlin, ICCE-Berlin (pp.100-105). IEEE Computer Society [10.1109/ICCE-Berlin58801.2023.10375621]. Detail

  • Morelli, V., Barbato, M., Piccoli, F., Napoletano, P. (2024). Multimodal Fusion Methods with Vision Transformers for Remote Sensing Semantic Segmentation. In 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS). IEEE Computer Society [10.1109/WHISPERS61460.2023.10430788]. Detail

  • Leonardi, M., Napoletano, P., Rozza, A., Schettini, R. (2024). A General Purpose Method for Image Collection Summarization and Exploration. In Image Analysis and Processing - ICIAP 2023 Workshops
    Udine, Italy, September 11–15, 2023, Proceedings, Part I (pp.74-85). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-031-51023-6_7].
     Detail

Research projects

PNRR per la Missione 4, componente 2 Investimento 1.1- Avviso 104/2022 | HOMEY: a Human-centric IoE-based Framework for Supporting the Transition Towards Industry 5.0
Year: 2022
Call: Bando PRIN 2022
Grantors: MINISTERO DELL'UNIVERSITA' E DELLA RICERCA (MUR)

Awards

Awards

  • Best Paper Award - 2018 IEEE International Conference on Consumer Electronics-Berlin (2018 ICCE-Berlin), Comitato scientifico "2018 IEEE International Conference on Consumer Electronics-Berlin (2018 ICCE-Berlin)", 2018
  • Best paper MADIMA, 3rd International Workshop on Multimedia Assisted Dietary Management (MADIMA 2017), 2017
  • Premio Giovane Ricercatore in Pattern Recognition rilasciato dal GIRPR (Gruppo Italiano Ricercatori in Pattern Recognition), GIRPR (Gruppo Italiano Ricercatori in Pattern Recognition), 2007

Research and teaching assignments

  • Ricercatore universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2018 - 2021