Reduction of Computational Complexity in Bayesian Networks Through Removal of Weak Dependences

[1]  Frank Jensen,et al.  Approximations in Bayesian Belief Universe for Knowledge Based Systems , 2013, UAI 1990.

[2]  D. Heckerman,et al.  Toward Normative Expert Systems: Part I The Pathfinder Project , 1992, Methods of Information in Medicine.

[3]  B. Everitt Log-linear models for contingency tables , 1992 .

[4]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[5]  Steffen L. Lauritzen,et al.  Independence properties of directed markov fields , 1990, Networks.

[6]  David J. Spiegelhalter,et al.  Local computations with probabilities on graphical structures and their application to expert systems , 1990 .

[7]  N. Wermuth,et al.  Graphical Models for Associations between Variables, some of which are Qualitative and some Quantitative , 1989 .

[8]  Steen Andreassen,et al.  MUNIN - A Causal Probabilistic Network for Interpretation of Electromyographic Findings , 1987, IJCAI.

[9]  N. Wermuth,et al.  Graphical and recursive models for contingency tables , 1983 .

[10]  T. Speed,et al.  Markov Fields and Log-Linear Interaction Models for Contingency Tables , 1980 .

[11]  Solomon Kullback,et al.  Correction to A Lower Bound for Discrimination Information in Terms of Variation , 1970, IEEE Trans. Inf. Theory.

[12]  Uue Kjjrull Approximation of Bayesian Networks through Edge Removals D Approximation of Bayesian Networks through Edge Removals , 1993 .

[13]  Steffen L. Lauritzen,et al.  Bayesian updating in causal probabilistic networks by local computations , 1990 .

[14]  M. Frydenberg The chain graph Markov property , 1990 .

[15]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems , 1988 .

[16]  S. Kullback,et al.  A lower bound for discrimination information in terms of variation (Corresp.) , 1967, IEEE Trans. Inf. Theory.