Marco Castangia

According to our database, Marco Castangia authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Neural networks for estimating surface solar irradiation from satellite images.

Raimondo Gallo, Marco Castangia, Alberto Macii, Edoardo Patti, Alessandro Aliberti

Eng. Appl. Artif. Intell., 2025

Privacy-Preserving Federated Learning for Household Characteristic Identification.

Erich Malan, Claudia De Vizia, Marco Castangia, Valentino Peluso, Andrea Calimera, Enrico Macii

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

2024

Training Nonintrusive Load Monitoring Algorithms Without Supervision From Submeters.

Marco Castangia, Awet Abraha Girmay, Christian Camarda, Edoardo Patti

IEEE Trans. Ind. Informatics, April, 2024

2023

Clustering Appliance Operation Modes With Unsupervised Deep Learning Techniques.

Marco Castangia, Nicola Barletta, Christian Camarda, Stefano Quer, Enrico Macii, Edoardo Patti

IEEE Trans. Ind. Informatics, July, 2023

Transformer neural networks for interpretable flood forecasting.

Marco Castangia, Lina Maria Medina Grajales, Alessandro Aliberti, Claudio Rossi, Alberto Macii, Enrico Macii, Edoardo Patti

Environ. Model. Softw., February, 2023

2022

Non-intrusive load monitoring techniques for the disaggregation of ON/OFF appliances.

Marco Castangia, Angelica Urbanelli, Awet Abraha Girmay, Christian Camarda, Enrico Macii, Edoardo Patti

Energy Inform., 2022

Solar radiation forecasting with deep learning techniques integrating geostationary satellite images.

Raimondo Gallo, Marco Castangia, Alberto Macii, Enrico Macii, Edoardo Patti, Alessandro Aliberti

Eng. Appl. Artif. Intell., 2022

2021

A compound of feature selection techniques to improve solar radiation forecasting.

Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti

Expert Syst. Appl., 2021