Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data Classification: Algorithms and Applications explores the underlying algorithms of classification as well as applications of classification in a variety of problem domains, including text, multimedia, social network, and biological data.
This comprehensive book focuses on three primary aspects of data classification:
Charu C. Aggarwal is a research scientist at the IBM T.J. Watson Research Center. A fellow of the IEEE and the ACM, he is the author/editor of ten books, an associate editor of several journals, and the vice-president of the SIAM Activity Group on Data Mining. Dr. Aggarwal has published over 200 papers, has applied for or been granted over 80 patents, and has received numerous honors, including the IBM Outstanding Technical Achievement Award and EDBT 2014 Test of Time Award. His research interests include performance analysis, databases, and data mining. He earned a Ph.D. from the Massachusetts Institute of Technology.
| Название | Data Classification: Algorithms and Applications Chapman & Hall/CRC Data Mining and Knowledge Discovery Series |
| Редактор | Charu C. Aggarwal |
| Издание: | иллюстрированное |
| Издатель | CRC Press, 2014 |
| ISBN | 1466586745, 9781466586741 |
| Количество страниц | Всего страниц: 707 |
| Экспорт цитаты | BiBTeX EndNote RefMan |