About: Junction tree algorithm

Property	Value
dbo:description	метод, используемый в машинном обучении для извлечения маргинализации в графах общего вида (ru) method used in machine learning to extract marginalization in general graphs (en)
dbo:thumbnail	wiki-commons:Special:FilePath/Junction-tree-example.gif?width=300
dbo:wikiPageExternalLink	https://arxiv.org/ftp/arxiv/papers/1301/1301.7394.pdf http://citeseer.ist.psu.edu/huang94inference.html https://ai.stanford.edu/~paskin/gm-short-course/lec3.pdf https://web.archive.org/web/20150319085443/https:/ai.stanford.edu/~paskin/gm-short-course/lec3.pdf
dbo:wikiPageWikiLink	dbr:Kruskal's_algorithm dbr:Clique_graph dbr:File:Cutset-4.svg dbr:Machine_learning dbr:Cycle_(graph_theory) dbc:Graph_algorithms dbr:Triangulation_(geometry) dbr:Supernode_(circuit) dbc:Bayesian_networks dbr:Computation dbr:Marginal_distribution dbr:Chordal_graph dbr:Vertex_(graph_theory) dbr:Separatrix_(mathematics) dbr:Algorithm dbr:Random_variable dbr:Moral_graph dbr:Autoencoder dbr:Treewidth dbr:Variable_elimination dbr:Graph_(discrete_mathematics) dbr:Belief_propagation dbr:Message_passing_in_computer_clusters dbr:Bayesian_networks dbr:Approximate_inference dbr:Junction_tree dbr:Exact_solutions dbr:Belief_functions dbr:Joint_distributions dbr:File:Chordal-graph.svg dbr:Cutset dbr:Undirected dbr:Loopy_belief_propagation dbr:Inference_network dbr:Sum-product_algorithm dbr:File:Hmm_temporal_bayesian_net.svg dbr:File:Junction-tree-example.gif
dbp:wikiPageUsesTemplate	dbt:Reflist dbt:Cite_journal
dct:subject	dbc:Graph_algorithms dbc:Bayesian_networks
rdfs:label	Junction tree algorithm (en) Algorithme de l'arbre de jonction (fr) Алгоритм для дерева сочленений (ru)
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foaf:depiction	wiki-commons:Special:FilePath/Hmm_temporal_bayesian_net.svg wiki-commons:Special:FilePath/Cutset-4.svg wiki-commons:Special:FilePath/Junction-tree-example.gif wiki-commons:Special:FilePath/Chordal-graph.svg
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