Federica Torrisi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Quantitative Evaluation

Convolutional Neural Network

Top Venues

Publications

Simona Cariello, Claudia Corradino, Federica Torrisi, Ciro Del Negro
Cascading Machine Learning to Monitor Volcanic Thermal Activity Using Orbital Infrared Data: From Detection to Quantitative Evaluation. Remote. Sens. 16 (1) (2024)
Eleonora Amato, Claudia Corradino, Federica Torrisi, Ciro Del Negro
A Deep Convolutional Neural Network for Detecting Volcanic Thermal Anomalies from Satellite Images. Remote. Sens. 15 (15) (2023)
Federica Torrisi, Eleonora Amato, Claudia Corradino, Salvatore Mangiagli, Ciro Del Negro
Characterization of Volcanic Cloud Components Using Machine Learning Techniques and SEVIRI Infrared Images. Sensors 22 (20) (2022)
Claudia Corradino, Eleonora Amato, Federica Torrisi, Ciro Del Negro
Data-Driven Random Forest Models for Detecting Volcanic Hot Spots in Sentinel-2 MSI Images. Remote. Sens. 14 (17) (2022)
Claudia Corradino, Eleonora Amato, Federica Torrisi, Sonia Calvari, Ciro Del Negro
Classifying Major Explosions and Paroxysms at Stromboli Volcano (Italy) from Space. Remote. Sens. 13 (20) (2021)