Search Results for author: Andrea Barucci

Found 3 papers, 1 papers with code

Asteroids co-orbital motion classification based on Machine Learning

no code implementations19 Sep 2023 Giulia Ciacci, Andrea Barucci, Sara Di Ruzza, Elisa Maria Alessi

We consider four different kinds of motion in mean motion resonance with the planet, nominally Tadpole, Horseshoe and Quasi-satellite, building 3 datasets defined as Real (taking the ephemerides of real asteroids from the JPL Horizons system), Ideal and Perturbed (both simulated, obtained by propagating initial conditions considering two different dynamical systems) for training and testing the Machine Learning algorithms in different conditions.

Classification Dimensionality Reduction +1

Efficacy of MRI data harmonization in the age of machine learning. A multicenter study across 36 datasets

1 code implementation8 Nov 2022 Chiara Marzi, Marco Giannelli, Andrea Barucci, Carlo Tessa, Mario Mascalchi, Stefano Diciotti

Pooling publicly-available MRI data from multiple sites allows to assemble extensive groups of subjects, increase statistical power, and promote data reuse with machine learning techniques.

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