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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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Probabilistic Graphical Markov Model Learning: An Adaptive Strategy., , , and . MICAI, volume 5845 of Lecture Notes in Computer Science, page 225-236. Springer, (2009)Semi-supervised Projected Clustering for Classifying GABAergic Interneurons., , , , , and . AIME, volume 7885 of Lecture Notes in Computer Science, page 156-165. Springer, (2013)Multidimensional continuous time Bayesian network classifiers., , and . Int. J. Intell. Syst., 36 (12): 7839-7866 (2021)Semiparametric Bayesian networks., , and . Inf. Sci., (2022)Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach with Estimation of Distribution Algorithms., , , , , , and . IEEE ACM Trans. Comput. Biol. Bioinform., 8 (3): 760-774 (2011)Discrete model-based clustering with overlapping subsets of attributes., , and . PGM, volume 72 of Proceedings of Machine Learning Research, page 392-403. PMLR, (2018)Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions., , and . CAEPIA, volume 9868 of Lecture Notes in Computer Science, page 207-216. Springer, (2016)Inexact graph matching for model-based recognition: Evaluation and comparison of optimization algorithms, , , and . Pattern Recognition, 38 (11): 2099 - 2113 (2005)Unsupervised Learning of Bayesian Networks Via Estimation of Distribution Algorithms., , and . Probabilistic Graphical Models, (2002)Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms., , , , , and . EPIA, volume 2902 of Lecture Notes in Computer Science, page 244-258. Springer, (2003)