Multimedia Data Mining: A Systematic Introduction to Concepts and Theory (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) - Softcover

Zhang, Zhongfei; Zhang, Ruofei

Softcover

ISBN 10: 0367386275 ISBN 13: 9780367386276

Publisher: Chapman and Hall/CRC, 2019

Synopsis

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.

About this title

About the Author

Zhang, Zhongfei; Zhang, Ruofei

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2019
• Language: English
• ISBN 10: 0367386275
• ISBN 13: 9780367386276
• Binding: Paperback
• Edition number: 1
• Number of pages: 320