| A compound of feature selection techniques to improve solar radiation forecasting M Castangia, A Aliberti, L Bottaccioli, E Macii, E Patti Expert Systems with Applications 178, 114979, 2021 | 58 | 2021 |
| Transformer neural networks for interpretable flood forecasting M Castangia, LMM Grajales, A Aliberti, C Rossi, A Macii, E Macii, E Patti Environmental Modelling & Software 160, 105581, 2023 | 37 | 2023 |
| Solar radiation forecasting with deep learning techniques integrating geostationary satellite images R Gallo, M Castangia, A Macii, E Macii, E Patti, A Aliberti Engineering Applications of Artificial Intelligence 116, 105493, 2022 | 17 | 2022 |
| Anomaly detection on household appliances based on variational autoencoders M Castangia, R Sappa, AA Girmay, C Camarda, E Macii, E Patti Sustainable Energy, Grids and Networks 32, 100823, 2022 | 9 | 2022 |
| Detection of anomalies in household appliances from disaggregated load consumption M Castangia, R Sappa, AA Girmay, C Camarda, E Macii, E Patti 2021 International Conference on Smart Energy Systems and Technologies (SEST …, 2021 | 4 | 2021 |
| Clustering appliance operation modes with unsupervised deep learning techniques M Castangia, N Barletta, C Camarda, S Quer, E Macii, E Patti IEEE Transactions on Industrial Informatics, 2022 | 3 | 2022 |
| Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances M Castangia, A Urbanelli, A Abraha Girmay, C Camarda, E Macii, E Patti Energy Informatics 5 (Suppl 4), 45, 2022 | 1 | 2022 |
| Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters M Castangia, AA Girmay, C Camarda, E Patti IEEE Transactions on Industrial Informatics, 2023 | | 2023 |
