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Junction tree algorithm

Known as: JTA, Junction-tree algorithm 
The junction tree algorithm (also known as 'Clique Tree') is a method used in machine learning to extract marginalization in general graphs. In… 
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Papers overview

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2017
2017
We propose a T-junction OMT consists of an offset stepped post. The offset stepped post contributes to the matching of two… 
2017
2017
Standard approaches for inference in probabilistic formalisms with first-order constructs include lifted variable elimination… 
2016
2016
Sea level is an integrated climate parameter that involves interactions of all components of the climate system (oceans, ice… 
2013
2013
Advances in digital media technology have increased in multimedia content. Tagging is one of the most effective methods to manage… 
2013
2013
In order to reduce the hazards of biochemical terrorist attacks to the countries and regions, Bayesian network model was used to… 
2011
2011
Cyber insider threat is a difficult problem because it is always covered by a legal identity. Researchers have proposed many… 
2010
2010
We show that the expected computational complexity of the Junction-Tree Algorithm for maximum a posteriori inference in graphical… 
2009
2009
In this paper we present a Bayesian Network for faultdiagnosis used in an industrial tanks system. We obtain theBayesian Network… 
2004
2004
Dynamic bayesian networks (DBNs) is a compact representation of complex stochastic processes and has been used for many purposes… 
2000
2000
We present a comprehensive framework to engineering device modeling which we call Generalized Space Mapping (GSM). GSM…