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

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.

Computers & Technology

Zhang, Zhongfei

Zhang, Ruofei

Computer Science

Chapman and Hall/CRC

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.

See the best price to sell, buy, or rent books by Zhang, Ruofei. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

Books by Zhang, Ruofei

See the best price to sell, buy, or rent books by Zhang, Ruofei. BookScouter helps to compare book prices from 25+ online bookstores and 30+ buyback vendors with a single search.

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

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