Learning Bayesian network classifiers with completed partially directed acyclic graphs
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[1] Luis M. de Campos,et al. Learning Bayesian Network Classifiers: Searching in a Space of Partially Directed Acyclic Graphs , 2005, Machine Learning.
[2] Geoffrey I. Webb,et al. Alleviating naive Bayes attribute independence assumption by attribute weighting , 2013, J. Mach. Learn. Res..
[3] Mihaljevic Bojan,et al. Learning Discrete Bayesian Network Classifiers from Data , 2015 .
[4] David Maxwell Chickering,et al. Large-Sample Learning of Bayesian Networks is NP-Hard , 2002, J. Mach. Learn. Res..
[5] David Maxwell Chickering,et al. Learning Equivalence Classes of Bayesian Network Structures , 1996, UAI.
[6] Nir Friedman,et al. Bayesian Network Classifiers , 1997, Machine Learning.
[7] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[8] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[9] Usama M. Fayyad,et al. Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning , 1993, IJCAI.
[10] Marvin Minsky,et al. Steps toward Artificial Intelligence , 1995, Proceedings of the IRE.
[11] Luis M. de Campos,et al. Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed Graphs , 2011, J. Artif. Intell. Res..
[12] Concha Bielza,et al. Discrete Bayesian Network Classifiers , 2014, ACM Comput. Surv..
[13] Eamonn J. Keogh,et al. Learning the Structure of Augmented Bayesian Classifiers , 2002, Int. J. Artif. Intell. Tools.
[14] M. Pazzani. Constructive Induction of Cartesian Product Attributes , 1998 .
[15] David Maxwell Chickering,et al. Optimal Structure Identification With Greedy Search , 2003, J. Mach. Learn. Res..