Corso di laurea di 1° livello

• Tecniche di programmazione. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
• Tecniche di programmazione. A.A. 2021/22, INGEGNERIA INFORMATICA. 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

• 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
• 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; 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
• 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; 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
• Castangia, Marco; Sappa, Riccardo; Girmay, Awet Abraha; Camarda, Christian; Macii, ... (2022)
  Anomaly detection on household appliances based on variational autoencoders. In: SUSTAINABLE ENERGY, GRIDS AND NETWORKS, vol. 32. ISSN 2352-4677
  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; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, Enrico; Patti, ... (2021)
  A compound of feature selection techniques to improve solar radiation forecasting. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 178. ISSN 0957-4174
  Contributo su Rivista
• Castangia, Marco; Sappa, Riccardo; Abraha Girmay, Awet; Camarda, Christian; Macii, ... (2021)
  Detection of Anomalies in Household Appliances from Disaggregated Load Consumption. In: 4th International Conference on Smart Energy Systems and Technologies (SEST 2021), Vaasa, Finland, 6-8 September 2021
  Contributo in Atti di Convegno (Proceeding)

• Method for anomaly detection in electric appliances, corresponding system and computer program product. Brevetto nazionale e internazionale
  Inventori: Marco Castangia Edoardo Patti