Bertossi, Leopoldo Score-based explanations in data management and machine learning: an answer-set programming approach to counterfactual analysis. (English) Zbl 1524.68114 Šimkus, Mantas (ed.) et al., Reasoning web. Declarative artificial intelligence. 17th international summer school 2021, Leuven, Belgium, September 8–15, 2021. Tutorial lectures. Cham: Springer. Lect. Notes Comput. Sci. 13100, 145-184 (2022). MSC: 68P15 68N17 PDFBibTeX XMLCite \textit{L. Bertossi}, Lect. Notes Comput. Sci. 13100, 145--184 (2022; Zbl 1524.68114) Full Text: DOI arXiv
Bertossi, Leopoldo; Reyes, Gabriela Answer-set programs for reasoning about counterfactual interventions and responsibility scores for classification. (English) Zbl 1524.68349 Katzouris, Nikos (ed.) et al., Inductive logic programming. 30th international conference, ILP 2021, virtual event, October 25–27, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13191, 41-56 (2022). MSC: 68T27 62H30 68N17 68T30 PDFBibTeX XMLCite \textit{L. Bertossi} and \textit{G. Reyes}, Lect. Notes Comput. Sci. 13191, 41--56 (2022; Zbl 1524.68349) Full Text: DOI arXiv
Livshits, Ester; Bertossi, Leopoldo; Kimelfeld, Benny; Sebag, Moshe The Shapley value of tuples in query answering. (English) Zbl 07407794 Log. Methods Comput. Sci. 17, No. 3, Paper No. 22, 33 p. (2021). MSC: 03B70 68-XX PDFBibTeX XMLCite \textit{E. Livshits} et al., Log. Methods Comput. Sci. 17, No. 3, Paper No. 22, 33 p. (2021; Zbl 07407794) Full Text: arXiv Link
Miao, Dongjing; Yu, Jiguo; Cai, Zhipeng The hardness of resilience for nested aggregation query. (English) Zbl 1436.68090 Theor. Comput. Sci. 803, 152-159 (2020). MSC: 68P15 68Q17 68Q27 PDFBibTeX XMLCite \textit{D. Miao} et al., Theor. Comput. Sci. 803, 152--159 (2020; Zbl 1436.68090) Full Text: DOI
Bertossi, Leopoldo; Salimi, Babak Causes for query answers from databases: datalog abduction, view-updates, and integrity constraints. (English) Zbl 1419.68047 Int. J. Approx. Reasoning 90, 226-252 (2017). MSC: 68P15 PDFBibTeX XMLCite \textit{L. Bertossi} and \textit{B. Salimi}, Int. J. Approx. Reasoning 90, 226--252 (2017; Zbl 1419.68047) Full Text: DOI arXiv