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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.
2018
2018
Fusing First-order Knowledge Compilation and the Lifted Junction Tree Algorithm
Tanya Braun
,
Ralf Möller
Deutsche Jahrestagung für Künstliche Intelligenz
2018
Corpus ID: 49556516
Standard approaches for inference in probabilistic formalisms with first-order constructs include lifted variable elimination…
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2016
2016
A New Algorithm for Generating Situation-Specific Bayesian Networks Using Bayes-Ball Method
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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2011
2011
Cyber Insider Threats Situation Awareness Using Game Theory and Information Fusion-based User Behavior Predicting Algorithm
K. Tang
,
Mingyuan Zhao
,
Mingtian 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
Study and Implementation of Junction Tree Algorithm based on First Search of Adjacent Node of Graph
Zhang Ke-ying
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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2009
2009
Fault Diagnosis in an Industrial Process Using Bayesian Networks: Application of the Junction Tree Algorithm
J. Ramirez
,
Guillermina Munoz
,
L. Gutierrez
Electronics, Robotics and Automotive Mechanics…
2009
Corpus ID: 6068245
In this paper we present a Bayesian Network for faultdiagnosis used in an industrial tanks system. We obtain theBayesian Network…
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2008
2008
Some Evaluations of the Effectiveness of Anomaly Based Intrusion Detection Systems Based on the Junction Tree Algorithm
E. 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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2007
2007
Anomaly Based Intrusion Detection Based on the Junction Tree Algorithm
E. Nikolova
,
Veselina G. Jecheva
2007
Corpus ID: 8004346
The aim of this paper is to present a methodology for the attacks recognition during the normal activities in the system. Since…
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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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