Learning Essential Graph Markov Models From Data
暂无分享,去创建一个
[1] Guido Consonni,et al. Compatible prior distributions for directed acyclic graph models , 2004 .
[2] David Maxwell Chickering,et al. Learning Bayesian Networks: The Combination of Knowledge and Statistical Data , 1994, Machine Learning.
[3] David Maxwell Chickering,et al. Learning Equivalence Classes of Bayesian Network Structures , 1996, UAI.
[4] Judea Pearl,et al. Equivalence and Synthesis of Causal Models , 1990, UAI.
[5] Alberto Roverato,et al. Comaptible Prior Distributions for DAG Models , 2001 .
[6] A. Dawid,et al. Hyper Markov Laws in the Statistical Analysis of Decomposable Graphical Models , 1993 .
[7] David J. Spiegelhalter,et al. Probabilistic Networks and Expert Systems , 1999, Information Science and Statistics.
[8] Robert Castelo,et al. Towards an inclusion driven learning of Bayesian Networks , 2002 .
[9] David J. Spiegelhalter,et al. Sequential updating of conditional probabilities on directed graphical structures , 1990, Networks.
[10] D. Madigan,et al. A characterization of Markov equivalence classes for acyclic digraphs , 1997 .
[11] R. F.,et al. Mathematical Statistics , 1944, Nature.
[12] Michael I. Jordan. Graphical Models , 2003 .
[13] Steffen L. Lauritzen,et al. Compatible prior distributions , 2000 .
[14] David Maxwell Chickering,et al. Optimal Structure Identification With Greedy Search , 2002, J. Mach. Learn. Res..
[15] David Heckerman,et al. Parameter Priors for Directed Acyclic Graphical Models and the Characteriration of Several Probability Distributions , 1999, UAI.
[16] Milan Studený,et al. On characterizing Inclusion of Bayesian Networks , 2001, UAI.
[17] Enrique F. Castillo,et al. Learning and Updating of Uncertainty in Dirichlet Models , 2004, Machine Learning.
[18] D. Madigan,et al. Alternative Markov Properties for Chain Graphs , 2001 .
[19] Robert Castelo,et al. On Inclusion-Driven Learning of Bayesian Networks , 2003, J. Mach. Learn. Res..
[20] C. Meek,et al. Graphical models: selecting causal and statistical models , 1997 .
[21] Robert Castelo,et al. Improved learning of Bayesian networks , 2001, UAI.
[22] M. Degroot. Optimal Statistical Decisions , 1970 .
[23] Louis Wehenkel,et al. On the Construction of the Inclusion Boundary Neighbourhood for Markov Equivalence Classes of Bayesian Network Structures , 2002, UAI.
[24] M. Frydenberg. The chain graph Markov property , 1990 .