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- W2364169035 abstract "Bayesian Network is an uncertain knowledge-representation model based on probability,while the junction tree algorithm is a widely-applied Bayesian network inference algorithm.This paper proposes a new junction tree algorithm based on first search of adjacent node of graph.Junction tree algorithm and junction tree algorithm based on first search of adjacency node of graph are compared in their inference time from the perspective of graphical structure and computational efficiency.Experimental results show that junction tree algorithm based on first search of adjacent node of graph is effective and efficient in large scale databases,could greatly reduce the time-consumption and improve the computing efficiency." @default.
- W2364169035 created "2016-06-24" @default.
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- W2364169035 date "2010-01-01" @default.
- W2364169035 modified "2023-09-23" @default.
- W2364169035 title "Study and Implementation of Junction Tree Algorithm based on First Search of Adjacent Node of Graph" @default.
- W2364169035 hasPublicationYear "2010" @default.
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