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Adapting Bayesian network parameters on-line in a dynamic environment
Adapting Bayesian network parameters on-line in a dynamic environment
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机译:在动态环境中在线调整贝叶斯网络参数
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摘要
A method for adapting a Bayesian network includes determining a set of parameters for the Bayesian network, for example, initial parameters, and then updating the parameters in response to a set of observation data using an adaptive learning rate. The adaptive learning rate responds to any changes in the underlying modeled environment using minimal observation data.
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