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Prediction Algorithm for State Prediction Model
Journal Title Journal of Computers
Journal Abbreviation jcp
Publisher Group Academy Publisher
Website http://ojs.academypublisher.com
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Title Prediction Algorithm for State Prediction Model
Authors Yang, Hao; Zhang, Zili; Song, Hongwei; Li, Yan
Abstract Dynamic Bayesian network is the extension of Bayesian network in solving time series problems .It can be well dealt with the time-varying multivariable problem. A state model is given based on Dynamic Bayesian network. The model can more accurately describe the relationship between the system state and the influencing factors. Single-step and multi-step prediction algorithms are given to predict the system state. The multi-step state prediction algorithm is achieved by extending time-slice. In this paper, the width of the reasoning is used to simplify the amount of data in the reasoning process.
Publisher ACADEMY PUBLISHER
Date 2012-02-01
Source Journal of Computers Vol 7, No 2 (2012)
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