Discovery And Fusion Of Uncertain Knowledge In Data (East China Normal University Scientific Reports, #6)

by Kun Yue, Weiyi Liu, Dapeng Tao, Ming Gao, and Hao Wu

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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.
  • ISBN13 9789813227125
  • Publish Date 16 November 2017 (first published 28 September 2017)
  • Publish Status Active
  • Publish Country SG
  • Imprint World Scientific Publishing Co Pte Ltd