Bayesian 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

• Dynamic Bayesian network — A dynamic Bayesian network is a Bayesian network that represents sequences of variables. These sequences are often time series (for example, in speech recognition) or sequences of symbols (for example, protein sequences). The hidden Markov model… …   Wikipedia

• 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.cite… …   Wikipedia

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

• Network dynamics — is the study of networks that change in time. These networks could be from the fields of biology, sociology, economics, computer science, graph theory etc. For a dynamical systems approach to network dynamics, see sequential dynamical system. See …   Wikipedia

• List of network theory topics — Network theory is an area of applied mathematics. This page is a list of network theory topics. See also List of graph theory topics. Contents 1 Network theorems 2 Network properties 3 Network theory applications …   Wikipedia

• Network Abuse Clearinghouse — The Network Abuse Clearinghouse, better known as abuse.net, maintains a contact database for reporting misuse on the Internet. It makes entries from the database available (via web, dns, and whois), and provides an intermediary service for… …   Wikipedia

• Biological network inference — Many types of biological networks exist. Few such networks are known in anything approaching their complete structure, even in the simplest bacteria. Still less is known on the parameters governing the behavior of such networks over time, how the …   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