| Description |
xviii, 369 pages : illustrations ; 25 cm |
| Series |
Advanced information and knowledge processing |
|
Advanced information and knowledge processing.
|
| Contents |
1. Knowledge discovery and data mining / Sanghamitra Bandyopadhyay and Ujjwal Maulik -- 2. Automatic discovery of class hierarchies via output space decomposition / Joydeep Ghosh, Shailesh Kumar and Melba M. Crawford -- 3. Graph-based mining of complex data / Diane J. Cook, Lawrence B. Holder, Jeff Coble and Joseph Potts -- 4. Predictive graph mining with kernel methods / Thomas Gartner -- 5. TreeMiner : an efficient algorithm for mining embedded ordered frequent trees / Mohammed J. Zaki -- 6. Sequence data mining / Sunita Sarawagi -- 7. Link-based classification / Lise Getoor -- 8. Knowledge discovery from evolutionary trees / Sen Zhang and Jason T. L. Wang -- 9. Ontology-assisted mining of RDF documents / Tao Jiang and Ah-Hwee Tan -- 10. Image retrieval using visual features and relevance feedback / Sanjoy Kumar Saha, Amit Kumar Das and Bhabatosh Chanda -- 11. Significant feature selection using computational intelligent techniques for intrusion detection / Srinivas Mukkamala and Andrew H. Sung -- 12. On-board mining of data streams in sensor networks / Mohamed Medhat Gaber, Shonali Krishnaswamy and Arkady Zaslavsky -- 13. Discovering an evolutionary classifier over a high-speed nonstatic stream / Jiong Yang, Xifeng Yan, Jiawei Han and Wei Wang |
| Summary |
"With a good balance of introductory material on the knowledge discovery process, advanced issues and state-of-the-art tools and techniques, as well as recent working applications this book provides a representative selection of the available methods and their evaluation in real domains. It will be useful to students at Masters and PhD level in Computer Science, as well as practitioners in the field."--BOOK JACKET |
| Notes |
Formerly CIP. Uk |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Also available in print |
|
Print version record |
| Subject |
Data mining.
|
| Author |
Bandyopadhyay, Sanghamitra, 1974-
|
| LC no. |
2005923138 |
| ISBN |
1852339896 (hbk.) |
|
