
Multimedia Data Mining
A Systematic Introduction to Concepts and Theory
Chapman & Hall/CRC (Publisher)
1st Edition
Will be published approx. on 2. December 2008
Book
Hardback
320 pages
978-1-58488-966-3 (ISBN)
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.
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.
More details
Series
Language
English
Place of publication
Oxford
United States
Publishing group
Taylor & Francis Inc
Target group
Professional and scholarly
Professional Practice & Development
Product notice
Paper over boards
Dimensions
Height: 234 mm
Width: 156 mm
Weight
594 gr
ISBN-13
978-1-58488-966-3 (9781584889663)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Zhongfei Zhang | Ruofei Zhang
Multimedia Data Mining
A Systematic Introduction to Concepts and Theory
Book
10/2019
1st Edition
Chapman & Hall/CRC
€81.76
Shipment within 15-20 days

Zhongfei Zhang | Ruofei Zhang
Multimedia Data Mining
A Systematic Introduction to Concepts and Theory
E-Book
12/2008
1st Edition
Chapman & Hall/CRC
€69.99
Available for download

Zhongfei Zhang | Ruofei Zhang
Multimedia Data Mining
A Systematic Introduction to Concepts and Theory
E-Book
12/2008
Chapman and Hall
€69.99
Available for download
Persons
Zhang, Zhongfei; Zhang, Ruofei
Content
Introduction. Theory and Techniques. Multimedia Data Mining Application Examples. References. Index.