| Description |
xxvi, 293 pages : illustrations ; 24 cm |
| Series |
Chapman & Hall/CRC data mining and knowledge discovery series |
|
Chapman & Hall/CRC data mining and knowledge discovery series.
|
| Contents |
I. Introduction -- II. Theory and Techniques -- III. Multimedia Data Mining Application Examples |
| Summary |
"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."--BOOK JACKET |
| Bibliography |
Includes bibliographical references (pages 271-289) and index |
| Subject |
Data mining.
|
|
Multimedia systems.
|
| Author |
Zhang, Ruofei, 1974-
|
| LC no. |
2008039398 |
| ISBN |
9781584889663 hardback |
|
1584889667 hardback |
|
