Per anno
- 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
- Untying black boxes with clustering-based symbolic knowledge extraction (articolo in rivista) — Federico Sabbatini, Roberta Calegari
- On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (articolo in rivista) — Federico Sabbatini, Roberta Calegari
- Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (articolo in rivista) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
- Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods (articolo in rivista) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- 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
- The PSyKE Technology for Trustworthy Artificial Intelligence (articolo in atti) — Roberta Calegari, Federico Sabbatini
- Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (articolo in atti) — Federico Sabbatini, Roberta Calegari
- Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments (articolo in rivista) — Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
- Semantic Web-based Interoperability for Intelligent Agents with PSyKE (articolo in atti) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
- Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper (articolo in atti) — Federico Sabbatini, Roberta Calegari
- Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO (articolo in atti) — Federico Sabbatini, Roberta Calegari
- GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors (articolo in atti) — Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
- 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
- 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