Multimedia Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

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.

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1. Ebooks list page : 2791
2. Multimedia Data Mining and Knowledge Discovery
3. Data Mining and Knowledge Discovery Technologies (Advances in Data Warehousing and Mining)
4. Data Mining and Knowledge Discovery Technologies
5. Data Mining: A Knowledge Discovery Approach
6. Data Mining: Knowledge Discovery Methods
7. Data Mining: Knowledge Discovery Methods
8. Advances in Knowledge Discovery and Data Mining
9. Statistical Data Mining & Knowledge Discovery
10. Mathematical Methods for Knowledge Discovery and Data Mining
11. Mathematical Methods for Knowledge Discovery and Data Mining
12. Soft Computing for Knowledge Discovery and Data Mining
13. Mathematical Methods for Knowledge Discovery and Data Mining
14. Introduction to Data Mining and Knowledge Discovery, Third Edition
15. Geographic Data Mining and Knowledge Discovery, Second Edition
16. Advanced Techniques in Knowledge Discovery and Data Mining