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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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Floating Search Methods in Learning Bayesian Networks., , and . Probabilistic Graphical Models, (2002)Semiparametric Bayesian Networks., , and . CoRR, (2021)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)Combinatonal Optimization by Learning and Simulation of Bayesian Networks., , , and . UAI, page 343-352. Morgan Kaufmann, (2000)Structure Learning of Bayesian Networks by Hybrid Genetic Algorithms., , , and . AISTATS, page 165-174. Springer, (1995)Markov Property in Generative Classifiers., , , and . CoRR, (2018)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)Information Theory and Classification Error in Probabilistic Classifiers., , and . Discovery Science, volume 4265 of Lecture Notes in Computer Science, page 347-351. Springer, (2006)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)