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22 pubblicazioni senza Semantic Scholar ID / 2018–2024 / Federico Sabbatini

2024 • 2023 • 2022 • 2021 • 2020 • 2018

Bridging machine learning and diagnostics of the ESA LISA space mission with equation discovery via explainable artificial intelligence (articolo in rivista) — Federico Sabbatini, Catia Grimani, Roberta Calegari
ICE: An Evaluation Metric to Assess Symbolic Knowledge Quality (articolo in atti) — Federico Sabbatini, Roberta Calegari
Untying black boxes with clustering-based symbolic knowledge extraction (articolo in rivista) — Federico Sabbatini, Roberta Calegari
Unmasking the Shadows: Leveraging Symbolic Knowledge Extraction to Discover Biases and Unfairness in Opaque Predictive Models (articolo in atti) — Federico Sabbatini, Roberta Calegari
On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (articolo in rivista) — Federico Sabbatini, Roberta Calegari
Hierarchical Knowledge Extraction from Opaque Machine Learning Predictors (articolo in atti) — Federico Sabbatini, Roberta Calegari
Symbolic Knowledge Comparison: Metrics and Methodologies for Multi-Agent Systems (articolo in atti) — Federico Sabbatini, Christel Sirocchi, Roberta Calegari

7 pubblicazioni nel 2024 senza Semantic Scholar ID • in cima • indice • in fondo

ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation (articolo in atti) — Federico Sabbatini, Roberta Calegari
Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (articolo in atti) — Federico Sabbatini, Roberta Calegari
Achieving Complete Coverage with Hypercube-Based Symbolic Knowledge-Extraction Techniques (articolo in atti) — Federico Sabbatini, Roberta Calegari
Explainable Clustering with CREAM (articolo in atti) — Federico Sabbatini, Roberta Calegari
Unveiling Opaque Predictors via Explainable Clustering: The CReEPy Algorithm (articolo in atti) — Federico Sabbatini, Roberta Calegari
The PSyKE Technology for Trustworthy Artificial Intelligence (articolo in atti) — Roberta Calegari, Federico Sabbatini
Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (articolo in atti) — Federico Sabbatini, Roberta Calegari
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (articolo in atti) — Federico Sabbatini, Roberta Calegari

8 pubblicazioni nel 2023 senza Semantic Scholar ID • in cima • indice • in fondo

Semantic Web-based Interoperability for Intelligent Agents with PSyKE (articolo in atti) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (articolo in atti) — Federico Sabbatini, Roberta Calegari
Clustering-Based Approaches for Symbolic Knowledge Extraction (articolo in atti) — Federico Sabbatini, Roberta Calegari

3 pubblicazioni nel 2022 senza Semantic Scholar ID • in cima • indice • in fondo

On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction (articolo in atti) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (articolo in atti) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini

2 pubblicazioni nel 2021 senza Semantic Scholar ID • in cima • indice • in fondo

Recurrent Galactic Cosmic-Ray Flux Modulation in L1 and Geomagnetic Activity during the Declining Phase of the Solar Cycle 24 (articolo in rivista) — Catia Grimani, Andrea Cesarini, Michele Fabi, Federico Sabbatini, Daniele Telloni, Mattia Villani

1 pubblicazione nel 2020 senza Semantic Scholar ID • in cima • indice • in fondo

Characteristics and Energy Dependence of Recurrent Galactic Cosmic-Ray Flux Depressions and of a Forbush Decrease with LISA Pathfinder (articolo in rivista) — 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

1 pubblicazione nel 2018 senza Semantic Scholar ID • in cima • indice • in fondo

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