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- Variable-order_Bayesian_network abstract "Variable-order Bayesian network (VOBN) models provide an important extension of both the Bayesian network models and the variable-order Markov models. VOBN models are used in machine learning in general and have shown great potential in bioinformatics applications.These models extend the widely used position weight matrix (PWM) models, Markov models, and Bayesian network (BN) models.In contrast to the BN models, where each random variable depends on a fixed subset of random variables, in VOBN models these subsets may vary based on the specific realization of observed variables. The observed realizations are often called the context and, hence, VOBN models are also known as context-specific Bayesian networks.The flexibility in the definition of conditioning subsets of variables turns out to be a real advantage in classification and analysis applications, as the statistical dependencies between random variables in a sequence of variables (not necessarily adjacent) may be taken into account efficiently, and in a position-specific and context-specific manner.".
- Variable-order_Bayesian_network wikiPageExternalLink VOMBAT.
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- Variable-order_Bayesian_network wikiPageRevisionID "672193789".
- Variable-order_Bayesian_network wikiPageWikiLink Artificial_intelligence.
- Variable-order_Bayesian_network wikiPageWikiLink Bayesian_network.
- Variable-order_Bayesian_network wikiPageWikiLink Bioinformatics.
- Variable-order_Bayesian_network wikiPageWikiLink Category:Bayesian_networks.
- Variable-order_Bayesian_network wikiPageWikiLink Category:Markov_models.
- Variable-order_Bayesian_network wikiPageWikiLink Examples_of_Markov_chains.
- Variable-order_Bayesian_network wikiPageWikiLink Machine_learning.
- Variable-order_Bayesian_network wikiPageWikiLink Markov_chain.
- Variable-order_Bayesian_network wikiPageWikiLink Markov_chain_Monte_Carlo.
- Variable-order_Bayesian_network wikiPageWikiLink Markov_model.
- Variable-order_Bayesian_network wikiPageWikiLink Markov_process.
- Variable-order_Bayesian_network wikiPageWikiLink Markov_renewal_process.
- Variable-order_Bayesian_network wikiPageWikiLink Position_weight_matrix.
- Variable-order_Bayesian_network wikiPageWikiLink Semi-Markov_process.
- Variable-order_Bayesian_network wikiPageWikiLink Variable-order_Markov_model.
- Variable-order_Bayesian_network wikiPageWikiLink Variable-order_Markov_models.
- Variable-order_Bayesian_network wikiPageWikiLink Variable_order_Markov_models.
- Variable-order_Bayesian_network wikiPageWikiLinkText "Variable-order Bayesian network".
- Variable-order_Bayesian_network hasPhotoCollection Variable-order_Bayesian_network.
- Variable-order_Bayesian_network subject Category:Bayesian_networks.
- Variable-order_Bayesian_network subject Category:Markov_models.
- Variable-order_Bayesian_network type Model.
- Variable-order_Bayesian_network type Model.
- Variable-order_Bayesian_network type Network.
- Variable-order_Bayesian_network comment "Variable-order Bayesian network (VOBN) models provide an important extension of both the Bayesian network models and the variable-order Markov models.".
- Variable-order_Bayesian_network label "Variable-order Bayesian network".
- Variable-order_Bayesian_network sameAs m.02r4bp2.
- Variable-order_Bayesian_network sameAs Q7915687.
- Variable-order_Bayesian_network sameAs Q7915687.
- Variable-order_Bayesian_network wasDerivedFrom Variable-order_Bayesian_network?oldid=672193789.
- Variable-order_Bayesian_network isPrimaryTopicOf Variable-order_Bayesian_network.