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Discovery and fusion of uncertain knowledge in data

Author: Kun Yue
Publisher: Singapore ; Hackensack, NJ : World Scientific Publishing Co. Pte. Ltd., [2018]
Series: East China Normal University scientific reports., Subseries on data science and engineering ;, v. 6.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
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  Read more...
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Document Type: Book
All Authors / Contributors: Kun Yue
ISBN: 9789813227125 9813227125 9789813227132 9813227133
OCLC Number: 1001363397
Description: xx, 202 pages ; 24 cm.
Series Title: East China Normal University scientific reports., Subseries on data science and engineering ;, v. 6.
Responsibility: Kun Yue, Yunnan University, China, Weiyi Liu, Yunnan University, China, Hao Wu, Yunnan University, China, Dapeng Tao Yunnan University, China, Ming Gao, East China Normal University, China.

Abstract:

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.--

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