Concepedia

Federico Benvenuto

FB

Statistics

Publications

30

Citations

1.3K

H-Index

19

Active since

2001

Affiliations

University of Genoa(Current)

Istituto Nazionale di Fisica Nucleare, Sezione di Genova

FHNW University of Applied Sciences and Arts

Northumbria University

Superconducting and other Innovative Materials and Devices Institute

Federico Benvenuto is an author at University of Genoa specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningForecastingPredictive AnalyticsComputer ScienceHealthStatisticsDeep LearningSpace Weather

Publications per year

2001–2024

30

Publications

30

The Spectrometer/Telescope for Imaging X-rays (STIX)

Säm Krucker, G. J. Hurford, O. Grimm et al. · Astronomy and Astrophysics · 2020 · 273 citations · Full text

Solar Physics (Heliophysics), Photometry, Stix Data +11

Forecasting Solar Flares Using Magnetogram-based Predictors and Machine Learning

Kostas Florios, I. Kontogiannis, Sung‐Hong Park et al. · Solar Physics · 2018 · 160 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +6

The study of an iterative method for the reconstruction of images corrupted by Poisson and Gaussian noise

Federico Benvenuto, Andrea Camera, C. Theys et al. · Inverse Problems · 2008 · 87 citations

Image Reconstruction, Engineering, Ml Problem +21

Nonnegative least-squares image deblurring: improved gradient projection approaches

Federico Benvenuto, Riccardo Zanella, Luca Zanni et al. · Inverse Problems · 2009 · 84 citations · Full text

Numerical Analysis, Scaled Gradient Algorithm, Image Reconstruction +15

A Hybrid Supervised/Unsupervised Machine Learning Approach to Solar Flare Prediction

Federico Benvenuto, Michele Piana, Cristina Campi et al. · The Astrophysical Journal · 2018 · 81 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +21

1–5 of 30