Most recent publications

Castangia, Marco; Grajales, Lina Maria Medina; Aliberti, Alessandro; Rossi, Claudio; ... (In stampa)
Transformer neural networks for interpretable flood forecasting. In: ENVIRONMENTAL MODELLING & SOFTWARE. ISSN 1364-8152
Castangia, Marco; Barletta, Nicola; Camarda, Christian; Quer, Stefano; Macii, Enrico; ... (In stampa)
Clustering appliance operation modes with unsupervised deep learning techniques. In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. ISSN 1941-0050
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
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
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
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
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