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Approximating counterfactual bounds while fusing observational, biased and randomised data sources.

, , , and . Int. J. Approx. Reason., (November 2023)

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Entropy-based pruning for learning Bayesian networks using BIC., , , and . Artif. Intell., (2018)Credal networks for military identification problems., , , and . Int. J. Approx. Reason., 50 (4): 666-679 (2009)On the problem of computing the conglomerable natural extension., and . Int. J. Approx. Reason., (2015)Statistical inference of the naive credal classifier.. ISIPTA, page 384-393. Shaker, (2001)Conservative Rules for Predictive Inference with Incomplete Data.. ISIPTA, page 406-415. SIPTA, (2005)Algebras of Sets and Coherent Sets of Gambles., , and . ECSQARU, volume 12897 of Lecture Notes in Computer Science, page 603-615. Springer, (2021)SOS for Bounded Rationality., , , and . ISIPTA, volume 62 of Proceedings of Machine Learning Research, page 25-36. PMLR, (2017)CREDICI: A Java Library for Causal Inference by Credal Networks., , , and . PGM, volume 138 of Proceedings of Machine Learning Research, page 597-600. PMLR, (2020)Credal Classification for Dementia Screening., , and . AIME, volume 2101 of Lecture Notes in Computer Science, page 67-76. Springer, (2001)JNCC2: An extension of naive Bayes classifier suited for small and incomplete data sets., and . Environ. Model. Softw., 23 (7): 960-961 (2008)