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

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

ISBN 10: 9813227125 / ISBN 13: 9789813227125

Published by World Scientific Publishing Co Pte Ltd, 2017

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Bibliographic Details

• Title: Discovery And Fusion Of Uncertain Knowledge In Data (East China Normal University Scientific Reports)
• Publisher: World Scientific Publishing Co Pte Ltd
• Publication Date: 2017
• Language: English
• ISBN 10: 9813227125
• ISBN 13: 9789813227125
• Binding: Hardcover
• Condition: New
• Book Type: book

About this title

Synopsis

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.

Readership: Graduate students, researchers and professionals in the field of artificial intelligence/machine learning and information sciences, especially in databases.