Discovery And Fusion Of Uncertain Knowledge In Data

 数据中不确定性知识的发现与融合 

 Yue Kun 

丛书名：East China Normal University Scientific Reports

中图分类号：TP3

语种：ENG

出版信息：World Scientific Publishing Company 2017 226页

EISBN：9789813227149

PISBN-P：9789813227125 

内容简介

Data analysis is of upmost importance in the mining of big data, where knowledge discovery and inference are the basis for intelligent systems to support the real world applications. However, the process involves knowledge acquisition, representation, inference and data, Bayesian network (BN) is the key technology plays a key role in knowledge representation, in order to pave way to cope with incomplete, fuzzy data to solve the real-life problems.This book presents Bayesian network as a technology to support data-intensive and incremental learning in knowledge discovery, inference and data fusion in uncertain environment. 

主题词

computer scienceartificial intelligencemachine learning