Multimedia Data Mining: A Systematic Introduction to Concepts and Theory, 1st Edition (Paperback) book cover

Multimedia Data Mining

A Systematic Introduction to Concepts and Theory, 1st Edition

By Zhongfei Zhang, Ruofei Zhang

Chapman and Hall/CRC

320 pages

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Paperback: 9780367386276
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Description

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 used feature representation, knowledge representation, statistical learning, and soft computing techniques. It then provides application examples that showcase the great potential of multimedia data mining technologies. In this part, the authors show how to develop a semantic repository training method and a concept discovery method in an imagery database. They demonstrate how knowledge discovery helps achieve the goal of imagery annotation. The authors also describe an effective solution to large-scale video search, along with an application of audio data classification and categorization.





This novel, self-contained book examines how the merging of multimedia and data mining research can promote the understanding and advance the development of knowledge discovery in multimedia data.

Table of Contents

Introduction. Theory and Techniques. Multimedia Data Mining Application Examples. References. Index.

About the Authors

Zhang, Zhongfei; Zhang, Ruofei

About the Series

Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

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Subject Categories

BISAC Subject Codes/Headings:
COM012000
COMPUTERS / Computer Graphics
COM012040
COMPUTERS / Programming / Games
COM021030
COMPUTERS / Database Management / Data Mining
TEC015000
TECHNOLOGY & ENGINEERING / Imaging Systems