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Federico Sabbatini
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Year
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
352018
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction.
F Sabbatini, G Ciatto, R Calegari, A Omicini
WOA, 29-48, 2021
202021
GridEx: An algorithm for knowledge extraction from black-box regressors
F Sabbatini, G Ciatto, A Omicini
Explainable and Transparent AI and Multi-Agent Systems: Third International …, 2021
192021
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
132022
Semantic Web-Based Interoperability for Intelligent Agents with PSyKE
F Sabbatini, G Ciatto, A Omicini
International Workshop on Explainable, Transparent Autonomous Agents and …, 2022
132022
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
F Sabbatini, R Calegari
Proceedings of the International Conference on Principles of Knowledge …, 2022
122022
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
102022
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
92021
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
92020
The PSyKE Technology for Trustworthy Artificial Intelligence
R Calegari, F Sabbatini
International Conference of the Italian Association for Artificial …, 2022
82022
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
82022
Hypercube-based methods for symbolic knowledge extraction: towards a unified model
F Sabbatini, G Ciatto, R Calegari, A Omicini
CEUR WORKSHOP PROCEEDINGS 3261, 48-60, 2022
82022
Explainable Clustering with CREAM
F Sabbatini, R Calegari
Proceedings of the International Conference on Principles of Knowledge …, 2023
42023
Hydrogenated amorphous silicon high flux x-ray detectors for synchrotron microbeam radiation therapy
MJ Large, M Bizzarri, L Calcagnile, M Caprai, AP Caricato, R Catalano, ...
Physics in Medicine and Biology, 2023
42023
On the evaluation of the symbolic knowledge extracted from black boxes
F Sabbatini, R Calegari
AI and Ethics, 1-10, 2024
32024
Unveiling opaque predictors via explainable clustering: the CReEPy algorithm
F Sabbatini, R Calegari
Proceedings of the 2nd Workshop on Bias, Ethical Al, Explainability and the …, 2023
32023
A Hydrogenated amorphous silicon detector for Space Weather Applications
C Grimani, M Fabi, F Sabbatini, M Villani, L Antognini, A Bashiri, ...
Astrophysics and Space Science 368 (9), 78, 2023
32023
Bottom-Up and Top-Down Workflows for Hypercube-And Clustering-Based Knowledge Extractors
F Sabbatini, R Calegari
International Workshop on Explainable, Transparent Autonomous Agents and …, 2023
32023
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
32022
X-ray qualification of hydrogenated amorphous silicon sensors on flexible substrate
M Menichelli, L Antognini, A Bashiri, M Bizzarri, L Calcagnile, M Caprai, ...
2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI …, 2023
22023
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