Marco Castangia

Bachelor of Science

• 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

• Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Aliberti, Alessandro; Patti, Edoardo (In stampa)
  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
  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; Giorgi, Benedetta; Quer, Stefano; Bottaccioli, Lorenzo; Patti, Edoardo (2025)
  Residential Load Modeling With Generative Adversarial Networks. In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, pp. 1-11. 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)
• 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

• Method for anomaly detection in electric appliances, corresponding system and computer program product. national and international Patent
  Inventors: Marco Castangia Edoardo Patti