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Using Bayesian networks in the construction of a bi-level multi-classifier. A case study using intensive care unit patients data.

, , , , , , , and . Artif. Intell. Medicine, 22 (3): 233-248 (2001)

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Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers., , , , and . Int. J. Approx. Reason., (August 2023)Learning Bayesian networks for clustering by means of constructive induction., , and . Pattern Recognit. Lett., 20 (11-13): 1219-1230 (1999)A partial orthogonalization method for simulating covariance and concentration graph matrices., , , and . PGM, volume 72 of Proceedings of Machine Learning Research, page 61-72. PMLR, (2018)Markov Property in Generative Classifiers., , , and . CoRR, (2018)Semiparametric Bayesian Networks., , and . CoRR, (2021)A new measure for gene expression biclustering based on non-parametric correlation., , , and . Comput. Methods Programs Biomed., 112 (3): 367-397 (2013)The von Mises Naive Bayes Classifier for Angular Data., , and . CAEPIA, volume 7023 of Lecture Notes in Computer Science, page 145-154. Springer, (2011)Augmented Semi-naive Bayes Classifier., , and . CAEPIA, volume 8109 of Lecture Notes in Computer Science, page 159-167. Springer, (2013)On Applying Supervised Classification Techniques in Medicine., , and . ISMDA, volume 2199 of Lecture Notes in Computer Science, page 14-19. Springer, (2001)Development of a Cyber-Physical System based on selective Gaussian naïve Bayes model for a self-predict laser surface heat treatment process control., , , and . ML4CPS, page 1-8. Springer, (2015)