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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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Related topics
Related topics
10 relations
Bayesian network
Belief propagation
Cycle (graph theory)
Decomposition method (constraint satisfaction)
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
A New Algorithm for Generating Situation-Specific Bayesian Networks Using Bayes-Ball Method
Laécio L. Santos
,
Rommel N. Carvalho
,
M. Ladeira
,
Weigang Li
URSW@ISWC
2016
Corpus ID: 9074007
. Multi-Entity Bayesian Network (MEBN) is an expressive first-order probabilistic logic that represents the domain using…
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2014
2014
DETECTION AND ISOLATION IN CYBER-PHYSICAL SYSTEMS USING BAYESIAN NETWORKS
S. Krishnamurthy
2014
Corpus ID: 28905077
Anomalies in cyber-physical systems may arise due to malicious cyber attacks or operational faults in the physical devices…
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2012
2012
Considerations in the individualized treatment for complex craniovertebral junction malformations
Xin-Guang Yu
,
Yi-Heng Yin
2012
Corpus ID: 80406255
2011
2011
Cyber Insider Threats Situation Awareness Using Game Theory and Information Fusion-based User Behavior Predicting Algorithm
Ke Tang
,
Ming-Yuan Zhao
,
Ming-Tian Zhou
2011
Corpus ID: 15930824
Cyber insider threat is a difficult problem because it is always covered by a legal identity. Researchers have proposed many…
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2010
2010
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms
Julian McAuley
,
T. Caetano
International Conference on Artificial…
2010
Corpus ID: 9535568
We show that the expected computational complexity of the Junction-Tree Algorithm for maximum a posteriori inference in graphical…
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2010
2010
Probabilistic Inference for CART network
Christopher Meek
,
B. Thiesson
2010
Corpus ID: 18556361
2010
2010
Study and Implementation of Junction Tree Algorithm based on First Search of Adjacent Node of Graph
Ke-Ying Zhang
2010
Corpus ID: 63119099
Bayesian Network is an uncertain knowledge-representation model based on probability,while the junction tree algorithm is a…
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Review
2009
Review
2009
Falcotentorial junction meningiomas
Jiang Hong
2009
Corpus ID: 75689915
Objective To explore the diagnosis and surgical approach for meningiomas arising from the falcotentorial junction.Methods…
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2008
2008
Some Evaluations of the Effectiveness of Anomaly Based Intrusion Detection Systems Based on the Junction Tree Algorithm
Evgeniya P. Nikolova
,
Veselina G. Jecheva
2008
Corpus ID: 56574055
ABSTRACT involved The aim of this paper is to present some evaluations of the effectiveness of IDS based on the junction tree…
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2000
2000
Microwave device modeling exploiting generalized space mapping
J. Bandler
,
M. Ismail
,
J. Rayas-Sánchez
2000
Corpus ID: 88502641
We present a comprehensive framework to engineering device modeling which we call Generalized Space Mapping (GSM). GSM…
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