Marco Castangia

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Backpropagation Neural Networks

Solar Radiation

Feature Selection

Top Venues

IEEE Trans. Ind. Informatics

Eng. Appl. Artif. Intell.

Environ. Model. Softw.

Publications

Marco Castangia, Awet Abraha Girmay, Christian Camarda, Edoardo Patti
Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters. IEEE Trans. Ind. Informatics 20 (4) (2024)
Marco Castangia, Lina Maria Medina Grajales, Alessandro Aliberti, Claudio Rossi, Alberto Macii, Enrico Macii, Edoardo Patti
Transformer neural networks for interpretable flood forecasting. Environ. Model. Softw. 160 (2023)
Marco Castangia, Nicola Barletta, Christian Camarda, Stefano Quer, Enrico Macii, Edoardo Patti
Clustering Appliance Operation Modes With Unsupervised Deep Learning Techniques. IEEE Trans. Ind. Informatics 19 (7) (2023)
Raimondo Gallo, Marco Castangia, Alberto Macii, Enrico Macii, Edoardo Patti, Alessandro Aliberti
Solar radiation forecasting with deep learning techniques integrating geostationary satellite images. Eng. Appl. Artif. Intell. 116 (2022)
Marco Castangia, Angelica Urbanelli, Awet Abraha Girmay, Christian Camarda, Enrico Macii, Edoardo Patti
Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances. Energy Inform. 5 (2022)
Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti
A compound of feature selection techniques to improve solar radiation forecasting. Expert Syst. Appl. 178 (2021)