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» Structure Search and Stability Enhancement of Bayesian Netwo...
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CIDM
2007
IEEE
15 years 3 months ago
K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data
— We present K2GA, an algorithm for learning Bayesian network structures from data. K2GA uses a genetic algorithm to perform stochastic search, while employing a modified versio...
Eli Faulkner
IJAR
2010
113views more  IJAR 2010»
14 years 8 months ago
A geometric view on learning Bayesian network structures
We recall the basic idea of an algebraic approach to learning Bayesian network (BN) structures, namely to represent every BN structure by a certain (uniquely determined) vector, c...
Milan Studený, Jirí Vomlel, Raymond ...
SSS
2005
Springer
15 years 3 months ago
A Snap-Stabilizing DFS with a Lower Space Requirement
Abstract. A snap-stabilizing protocol, starting from any arbitrary initial configuration, always behaves according to its specification. In [4], we presented the first snap-stab...
Alain Cournier, Stéphane Devismes, Vincent ...
INFOCOM
2009
IEEE
15 years 4 months ago
Searching for Stability in Interdomain Routing
—The Border Gateway Protocol (BGP) handles the task of establishing routes between the Autonomous Systems (ASes) that make up the Internet. It is known that it is possible for a ...
Rahul Sami, Michael Schapira, Aviv Zohar
JAIR
2011
129views more  JAIR 2011»
14 years 4 months ago
Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference
Previous studies have demonstrated that encoding a Bayesian network into a SAT formula and then performing weighted model counting using a backtracking search algorithm can be an ...
Wei Li 0002, Pascal Poupart, Peter van Beek