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Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers.

, , , and . Intell. Data Anal., 20 (2): 257-280 (2016)

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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)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)Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers., , , , and . Int. J. Approx. Reason., (August 2023)Inferentially Efficient Propagation in Non-Decomposable Bayesian Network with Hierarchical Junction Trees., , and . Probabilistic Graphical Models, (2002)Markov Property in Generative Classifiers., , , and . CoRR, (2018)Semiparametric Bayesian Networks., , and . CoRR, (2021)Augmented Semi-naive Bayes Classifier., , and . CAEPIA, volume 8109 of Lecture Notes in Computer Science, page 159-167. Springer, (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)Influence Diagrams for Neonatal Jaundice Management., , and . AIMDM, volume 1620 of Lecture Notes in Computer Science, page 138-142. Springer, (1999)Bayesian Chain Classifiers for Multidimensional Classification., , , , and . IJCAI, page 2192-2197. IJCAI/AAAI, (2011)