Multimedia Data Mining - A Systematic Introduction to Concepts and Theory

Informationen zum Autor Zhang! Zhongfei; Zhang! Ruofei Klappentext Multimedia data mining is a growing research field of interest to researchers in a wide range of disciplines. Multimedia Data Mining: A Systematic Introduction to Concepts and Theory describes the fundamental theory and techniques used in multimedia data mining research and practice. The book covers statistical mining theory and methods! soft-computing-based mining theory and methods! and graph-based mining theory and methods. The authors also discuss in detail the applications of these techniques in various modalities of multimedia data! including imagery! video! and audio. In addition! the book provides a website with supplementary information. Zusammenfassung 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 representation and soft computing techniques. It provides application examples that showcase the potential of multimedia data mining technologies. Inhaltsverzeichnis Introduction. Theory and Techniques. Multimedia Data Mining Application Examples. References. Index.

Product details

• Authors: Ruofei Zhang, Ruofei (Yahoo Inc. Zhang, Zhongfei Zhang, Zhongfei (State University of New York Zhang, Zhongfei Zhang Zhang, Zhang Ruofei, Zhang Zhongfei
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Hardback
• Released: 02.12.2008
• EAN: 9781584889663
• ISBN: 978-1-58488-966-3
• No. of pages: 320
• Series: Chapman & Hall/CRC Data Mining and Knowledge Discovery Series; Chapman & Hall/CRC Data Mining and Knowledge Discovery Series
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; Data Mining, COMPUTERS / Data Science / Data Analytics