Bayesian network parameter learning algorithm based on improved QMAP

Small data sets make the statistical information in Bayesian network parameter learning inaccurate, which makes it difficult to get accurate Bayesian network parameters based on data. Qualitative maximum a posteriori estimation (QMAP) is the most accurate algorithm for Bayesian network parameter lea...

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Bibliographic Details
Main Authors: Di Ruohai, Li Ye, Wan Kaifang, Lyu Zhigang, Wang Peng
Format: Article
Language:zho
Published: EDP Sciences 2021-12-01
Series:Xibei Gongye Daxue Xuebao
Subjects:
Online Access:https://www.jnwpu.org/articles/jnwpu/full_html/2021/06/jnwpu2021396p1356/jnwpu2021396p1356.html