Marco Castangia

Bachelor of Science

• 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

• EDA - Electronic Design Automation (DAUIN)

• Castangia, Marco; Girmay, Awet Abraha; Camarda, Christian; Patti, Edoardo (2024)
  Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters. In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, vol. 20, pp. 5440-5448. ISSN 1551-3203
  Contributo su Rivista
• Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; ... (2023)
  Transformer neural networks for interpretable flood forecasting. In: ENVIRONMENTAL MODELLING & SOFTWARE, vol. 160. ISSN 1364-8152
  Contributo su Rivista
• Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; ... (2023)
  Clustering appliance operation modes with unsupervised deep learning techniques. In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, vol. 19, pp. 8196-8204. ISSN 1941-0050
  Contributo su Rivista
• Gallo, Raimondo; Castangia, Marco; Macii, Alberto; Macii, Enrico; Patti, Edoardo; ... (2022)
  Solar radiation forecasting with deep learning techniques integrating geostationary satellite images. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 116. ISSN 0952-1976
  Contributo su Rivista
• Castangia, Marco; Urbanelli, Angelica; Abraha Girmay, Awet; Camarda, Christian; Macii, ... (2022)
  Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances. In: ENERGY INFORMATICS, vol. 5. ISSN 2520-8942
  Contributo su Rivista

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