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Federico Sabbatini
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Characteristics and energy dependence of recurrent galactic cosmic-ray flux depressions and of a Forbush decrease with LISA Pathfinder
M Armano, H Audley, J Baird, M Bassan, S Benella, P Binetruy, M Born, ...
The Astrophysical Journal 854 (2), 113, 2018
302018
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors
F Sabbatini, G Ciatto, A Omicini
International Workshop on Explainable, Transparent Autonomous Agents and …, 2021
82021
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction.
F Sabbatini, G Ciatto, R Calegari, A Omicini
WOA, 29-48, 2021
82021
Cosmic-ray flux predictions and observations for and with Metis on board Solar Orbiter
C Grimani, V Andretta, P Chioetto, V Da Deppo, M Fabi, S Gissot, ...
Astronomy & Astrophysics 656, A15, 2021
62021
Recurrent Galactic Cosmic-Ray Flux Modulation in L1 and Geomagnetic Activity during the Declining Phase of the Solar Cycle 24
C Grimani, A Cesarini, M Fabi, F Sabbatini, D Telloni, M Villani
The Astrophysical Journal 904 (1), 64, 2020
62020
Bridging the gap between Monte Carlo simulations and measurements of the LISA Pathfinder test-mass charging for LISA
C Grimani, M Villani, M Fabi, A Cesarini, F Sabbatini
Astronomy & Astrophysics 666, A38, 2022
32022
Symbolic Knowledge Extraction from Opaque Predictors Applied to Cosmic-Ray Data Gathered with LISA Pathfinder
F Sabbatini, C Grimani
arXiv preprint arXiv:2209.04697, 2022
22022
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
F Sabbatini, R Calegari
Proceedings of the International Conference on Principles of Knowledge …, 2022
22022
Semantic Web-Based Interoperability for Intelligent Agents with PSyKE
F Sabbatini, G Ciatto, A Omicini
International Workshop on Explainable, Transparent Autonomous Agents and …, 2022
22022
Interplanetarymedium monitoring with LISA: Lessons from LISA Pathfinder
A Cesarini, C Grimani, S Benella, M Fabi, F Sabbatini, M Villani, D Telloni
Journal of Space Weather and Space Climate 12, 36, 2022
12022
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
F Sabbatini, G Ciatto, R Calegari, A Omicini
Intelligenza Artificiale 16 (1), 27-48, 2022
12022
Modelization of galactic cosmic-ray short-term variations for LISA
M Villani, F Sabbatini, C Grimani, M Fabi, A Cesarini
Experimental Astronomy, 1-30, 2022
2022
Development of thin hydrogenated amorphous silicon detectors on a flexible substrate
M Menichelli, M Bizzarri, L Calcagnile, M Caprai, AP Caricato, R Catalano, ...
arXiv preprint arXiv:2211.17114, 2022
2022
Clustering-Based Approaches for Symbolic Knowledge Extraction
F Sabbatini, R Calegari
arXiv preprint arXiv:2211.00234, 2022
2022
Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper
F Sabbatini, R Calegari
arXiv preprint arXiv:2211.00238, 2022
2022
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
F Sabbatini, G Ciatto, R Calegari, A Omicini
2022
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