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A system for relevance analysis of performance indicators in higher education using Bayesian networks.

, , , and . Knowl. Inf. Syst., 27 (3): 327-344 (2011)

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Approximate probability propagation with mixtures of truncated exponentials., and . Int. J. Approx. Reason., 45 (2): 191-210 (2007)Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004., , and . Int. J. Approx. Reason., 42 (1-2): 1-3 (2006)A system for relevance analysis of performance indicators in higher education using Bayesian networks., , , and . Knowl. Inf. Syst., 27 (3): 327-344 (2011)Probabilistic Graphical Models with Neural Networks in InferPy., , , and . PGM, volume 138 of Proceedings of Machine Learning Research, page 601-604. PMLR, (2020)A Reparameterization of Mixtures of Truncated Basis Functions and its Applications., , , and . PGM, volume 186 of Proceedings of Machine Learning Research, page 205-216. PMLR, (2022)Factorisation of Probability Trees and its Application to Inference in Bayesian Networks., , , and . Probabilistic Graphical Models, (2002)Lazy evaluation in penniless propagation over join trees., , and . Networks, 39 (4): 175-185 (2002)Approximating Conditional MTE Distributions by Means of Mixed Trees., , and . ECSQARU, volume 2711 of Lecture Notes in Computer Science, page 173-183. Springer, (2003)InferPy: Probabilistic Modeling with Deep Neural Networks Made Easy., , , and . CoRR, (2019)Counterfactual Reasoning with Probabilistic Graphical Models for Analyzing Socioecological Systems., , , , and . CoRR, (2024)