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Bayesian Belief Network

См. также в других словарях:

  • Bayesian network — A Bayesian network, Bayes network, belief network or directed acyclic graphical model is a probabilistic graphical model that represents a set of random variables and their conditional dependencies via a directed acyclic graph (DAG). For example …   Wikipedia

  • Bayesian inference — is statistical inference in which evidence or observations are used to update or to newly infer the probability that a hypothesis may be true. The name Bayesian comes from the frequent use of Bayes theorem in the inference process. Bayes theorem… …   Wikipedia

  • Bayesian probability — Bayesian statistics Theory Bayesian probability Probability interpretations Bayes theorem Bayes rule · Bayes factor Bayesian inference Bayesian network Prior · Posterior · Likelihood …   Wikipedia

  • Belief propagation — is a message passing algorithm for performing inference on graphical models, such as Bayesian networks and Markov random fields. It calculates the marginal distribution for each unobserved node, conditional on any observed nodes. Belief… …   Wikipedia

  • Bayesian — refers to methods in probability and statistics named after the Reverend Thomas Bayes (ca. 1702 ndash;1761), in particular methods related to: * the degree of belief interpretation of probability, as opposed to frequency or proportion or… …   Wikipedia

  • Markov network — A Markov network, or Markov random field, is a model of the (full) joint probability distribution of a set mathcal{X} of random variables having the Markov property. A Markov network is similar to a Bayesian network in its representation of… …   Wikipedia

  • Markov logic network — A Markov logic network (or MLN) is a probabilistic logic which applies the ideas of a Markov network to first order logic, enabling uncertain inference. Markov logic networks generalize first order logic, in the sense that, in a certain limit,… …   Wikipedia

  • BBN — might refer to:BBN The Business Branding Network, an international network of marketing and communications agencies with members in over 20 worldwide locations* BBN Technologies, formerly Bolt, Beranek and Newman, a technology company in… …   Wikipedia

  • BBN — Die Abkürzung BBN steht für: Bario in Sarawak in Malaysia, ein Flughafen nach dem IATA Flughafencode Bayesian Belief Network, fachsprachlich englisch für Bayes’sches Netz Berliner Bunker Netzwerk e. V. (Eigenschreibweise) Big Bang Nucleosynthesis …   Deutsch Wikipedia

  • Graphical model — In probability theory, statistics, and machine learning, a graphical model (GM) is a graph that represents independencies among random variables by a graph in which each node is a random variable, and the missing edges between the nodes represent …   Wikipedia

  • Diagnosis — Contents 1 Computer science and networking 2 Mathematics and logic 3 Medicine …   Wikipedia

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