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10 publications  /  2018–2023  /  Federico Sabbatini

articles in journal
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
Intelligenza Artificiale 16(1), July 2022
Catia Grimani, Andrea Cesarini, Michele Fabi, Federico Sabbatini, Daniele Telloni, Mattia Villani
Recurrent Galactic Cosmic-Ray Flux Modulation in L1 and Geomagnetic Activity during the Declining Phase of the Solar Cycle 24
The Astrophysical Journal 904(1), November 2020
M. Armano, H. Audley, J. Baird, M. Bassan, S. Benella, P. Binetruy, M. Born, D. Bortoluzzi, A. Cavalleri, A. Cesarini, A. M. Cruise, K. Danzmann, K. de Deus Silva, I. Diepholz, G. Dixon, R. Dolesi, M. Fabi, L. Ferraioli, V. Ferroni, N. Finetti, E. D. Fitzsimons, M. Freschi, L. Gesa, F. Gibert, D. Giardini, R. Giusteri, C. Grimani, J. Grzymisch, I. Harrison, G. Heinzel, M. Hewitson, D. Hollington, D. Hoyland, M. Hueller, H. Inchauspé, O. Jennrich, P. Jetzer, N. Karnesis, B. Kaune, N. Korsakova, C. J. Killow, M. Laurenza, J. A. Lobo, I. Lloro, L. Liu, J. P. López-Zaragoza, R. Maarschalkerweerd, D. Mance, V. Martín, L. Martin-Polo, J. Martino, F. Martin-Porqueras, I. Mateos, P. W. McNamara, J. Mendes, L. Mendes, M. Nofrarias, S. Paczkowski, M. Perreur-Lloyd, A. Petiteau, P. Pivato, E. Plagnol, J. Ramos-Castro, J. Reiche, D. I. Robertson, F. Rivas, G. Russano, Federico Sabbatini, J. Slutsky, C. F. Sopuerta, T. Sumner, D. Tellon, D. Texier, J. I. Thorpe, D. Vetrugno, S. Vitale, G. Wanner, H. Ward, P. Wass, W. J. Weber, L. Wissel, A. Wittchen, A. Zambotti, C. Zanoni, P. Zweifel
Characteristics and Energy Dependence of Recurrent Galactic Cosmic-Ray Flux Depressions and of a Forbush Decrease with LISA Pathfinder
The Astrophysical Journal 854(2), February 2018
(3 articles in journal / 2018–2023)  [top]  [bottom]
papers in proceedings
Federico Sabbatini, Roberta Calegari
Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper
XAI-FIN-2022 - Second Workshop on Explainable AI in Finance @ICAIF 2022, 2 November 2022
Federico Sabbatini, Roberta Calegari
Clustering-Based Approaches for Symbolic Knowledge Extraction
XLoKR 2022 - Third Workshop on Explainable Logic-Based Knowledge Representation, July 2022
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
WOA 2022. CEUR Workshop Proceedings 3261, November 2022
Federico Sabbatini, Roberta Calegari
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
KR 2022, August 2022
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
Semantic Web-based Interoperability for Intelligent Agents with PSyKE
EXTRAAMAS 2022. Lecture Notes in Computer Science 13283, 2022
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors
EXTRAAMAS 2021. Lecture Notes in Computer Science 12688, July 2021
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction
WOA 2021. CEUR Workshop Proceedings 2963, October 2021
(7 papers in proceedings / 2018–2023)  [top]  [bottom]

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Federico Sabbatini

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