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Data mining : concepts, models, methods, and algorithms / Mehmed Kantardzic.
| Author/creator | Kantardzic, Mehmed |
| Other author | Wiley InterScience (Online service) |
| Format | Electronic |
| Edition | 2nd ed. |
| Publication Info | Hoboken, NJ : Wiley-IEEE Press, ℗♭2011. |
| Description | 1 online resource (xvii, 534 pages) |
| Supplemental Content | An electronic book accessible through the World Wide Web; click for information |
| Subjects |
| Contents | Data-Mining Concepts -- Preparing the Data -- Data Reduction -- Learning from Data -- Statistical Methods -- Decision Trees and Decision Rules -- Artificial Neural Networks -- Ensemble Learning -- Cluster Analysis -- Association Rules -- Web Mining and Text Mining -- Advances in Data Mining -- Genetic Algorithms -- Fuzzy sets and Fuzzy Logic -- Visualization Methods -- Appendix A -- Appendix B: Data-Mining Applications. |
| Abstract | This book reviews state-of-the-art methodologies and techniques for analyzing enormous quantities of raw data in high-dimensional data spaces, to extract new information for decision making. The goal of this book is to provide a single introductory source, organized in a systematic way, in which we could direct the readers in analysis of large data sets, through the explanation of basic concepts, models and methodologies developed in recent decades. |
| Bibliography note | Includes bibliographical references and index. |
| Issued in other form | Print version: Data Mining. Wiley-IEEE Press 2011 9786613239747 |
| Genre/form | Electronic resource. |
| ISBN | 9781118029145 (electronic bk.) |
| ISBN | 1118029143 (electronic bk.) |
| ISBN | 9781118029121 (electronic bk.) |
| ISBN | 1118029127 (electronic bk.) |
| Stock number | 10.1002/9781118029145 Wiley InterScience http://www3.interscience.wiley.com |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |