Research Assistant
Department of Control and Computer Engineering (DAUIN)
Teaching
Teachings
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
Research
Research groups
Publications
Latest publications View all publications in Porto@Iris
- 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; 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 - 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
Society and Enterprise
Patents and other intellectual properties
- Method for anomaly detection in electric appliances, corresponding system and computer program product. national and international Patent
Inventors: Marco Castangia Edoardo Patti