Learning Bayesian Networks: The Combination of Knowledge and Statistical
Data

Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

27 February 2013

David Heckerman

D. M. Chickering

Papers citing "Learning Bayesian Networks: The Combination of Knowledge and Statistical Data"

16 / 366 papers shown

Title
On Identifying Significant Edges in Graphical Models of Molecular Networks M. Scutari R. Nagarajan 60 167 0 05 Apr 2011
Bayes factors and the geometry of discrete hierarchical loglinear models G. Letac H. Massam 48 16 0 28 Mar 2011
Bayesian Network Structure Learning with Permutation Tests M. Scutari A. Brogini 55 25 0 27 Jan 2011
Efficient Independence-Based MAP Approach for Robust Markov Networks Structure Discovery F. Bromberg F. Schlüter 42 3 0 18 Jan 2011
An asymptotic approximation of the marginal likelihood for general Markov models Piotr Zwiernik 57 4 0 03 Dec 2010
A Probabilistic Approach for Learning Folksonomies from Structured Data Anon Plangprasopchok Kristina Lerman Lise Getoor 53 17 0 16 Nov 2010
A Brief Introduction to Temporality and Causality K. Karimi CML 60 9 0 14 Jul 2010
An Algorithm for Learning the Essential Graph J. Noble 57 0 0 14 Jul 2010
Introduction to Graphical Modelling M. Scutari K. Strimmer 92 10 0 06 May 2010
Learning the Structure of Deep Sparse Graphical Models Ryan P. Adams Hanna M. Wallach Zoubin Ghahramani 74 87 0 31 Dec 2009
Geometric Representations of Random Hypergraphs Simón Lunagómez S. Mukherjee R. Wolpert E. Airoldi 48 16 0 18 Dec 2009
Penalized Likelihood Methods for Estimation of Sparse High Dimensional Directed Acyclic Graphs Ali Shojaie George Michailidis CML 79 200 0 28 Nov 2009
Learning Bayesian Networks with the bnlearn R Package M. Scutari BDL 114 1,711 0 26 Aug 2009
Dependence Structure Estimation via Copula Jian Ma Zeng-qi Sun 43 9 0 28 Apr 2008
iBOA: The Incremental Bayesian Optimization Algorithm Martin Pelikan K. Sastry D. Goldberg 110 33 0 21 Jan 2008
Analysis of Estimation of Distribution Algorithms and Genetic Algorithms on NK Landscapes Martin Pelikan 119 50 0 21 Jan 2008