Research Assistant
Interuniversity Department of Regional and Urban Studies and Planning (DIST)
Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)
Teaching
Teachings
Bachelor of Science
- Fondamenti di Sistemi Informativi Aziendali e IoT. A.A. 2025/26, TECNOLOGIE PER L'INDUSTRIA MANIFATTURIERA. Collaboratore del corso
- Tecniche di programmazione. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Tecniche di programmazione. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Tecniche di programmazione. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
- Tecniche di programmazione. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
Research
Research projects
Projects funded by competitive calls
- SINEGRA - Sistema INtelligente per l’Efficienza e la Gestione delle Reti Avanzate, (2026-2026) - Componente gruppo di Ricerca
National Research
Publications
Latest publications View all publications in Porto@Iris
- Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Aliberti, Alessandro; Patti, Edoardo (2025)
Solar Irradiance Estimation from SEVIRI: A Feature Importance and Channel Selection Analysis. In: 25th EEEIC International Conference on Environment and Electrical Engineering (EEEIC), Chania, Crete, 15-18 July, 2025. ISBN: 979-8-3315-9515-9
Contributo in Atti di Convegno (Proceeding) - Castangia, Marco; Giorgi, Benedetta; Quer, Stefano; Bottaccioli, Lorenzo; Patti, Edoardo (2025)
Residential Load Modeling With Generative Adversarial Networks. In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, vol. 10, pp. 1216-1226. ISSN 2377-3782
Contributo su Rivista - Malan, Erich; De Vizia, Claudia; Castangia, Marco; Peluso, Valentino; Calimera, Andrea; ... (2025)
Privacy-Preserving Federated Learning for Household Characteristic Identification. In: 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC), Toronto ON (CAN), 08-11 July 2025, pp. 2040-2045. ISBN: 979-8-3315-7434-5
Contributo in Atti di Convegno (Proceeding) - Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Patti, Edoardo; Aliberti, Alessandro (2025)
Neural networks for estimating surface solar irradiation from satellite images. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 144. ISSN 0952-1976
Contributo su Rivista - Castangia, Marco (2024)
Machine learning techniques for the analysis of energy consumption and production. relatore: MACII, Enrico; PONCINO, MASSIMO; , 36. XXXVI Ciclo, P.: 176
Doctoral Thesis
Knowledge Valorisation
Technology transfer
- Method for anomaly detection in electric appliances, corresponding system and computer program product. national and international Patent
Inventors: Marco Castangia Edoardo Patti