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Multimedia data mining : a systematic introduction to concepts and theory

Author: Zhongfei Zhang; Ruofei Zhang
Publisher: Boca Raton : CRC Press, ©2009.
Series: Chapman & Hall/CRC data mining and knowledge discovery series.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Collecting the latest developments in the field, Multimedia Data Mining: A Systematic Introduction to Concepts and Theory defines multimedia data mining, its theory, and its applications. Two of the most active researchers in multimedia data mining explore how this young area has rapidly developed in recent years." "The book first discusses the theoretical foundations of multimedia data mining, presenting commonly  Read more...
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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Zhongfei Zhang; Ruofei Zhang
ISBN: 9781584889663 1584889667
OCLC Number: 144225448
Notes: "A Chapman & Hall book."
Description: xxvi, 293 pages : illustrations ; 25 cm.
Contents: Theory and techniques --
Feature and knowledge representation for multimedia data --
Statistical mining theory and techniques --
Soft computing based theory and techniques --
Multimedia data mining application examples --
Image database modeling-semantic repository training --
Image database modeling --
latent semantic concept discovery --
A multimodal approach to image data mining and concept discovery --
Concept discovery and mining in a video database --
Concept discovery and mining in an audio database.
Series Title: Chapman & Hall/CRC data mining and knowledge discovery series.
Responsibility: Zhongfei Zhang, Ruofei Zhang.
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Abstract:

Defines multimedia data mining, its theory and its applications. This book discusses the theoretical foundations of multimedia data mining, presenting commonly used feature representation, knowledge  Read more...

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