Data mining concepts, models, methods, and algorithms /
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...
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| Corporate Author: | |
| Format: | Electronic |
| Language: | English |
| Published: |
Hoboken, NJ :
Wiley-IEEE Press,
c2011.
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| Edition: | 2nd ed. |
| Subjects: | |
| Online Access: | An electronic book accessible through the World Wide Web; click for information View fulltext via EzAccess IEEE Xplore https://ezaccess.library.uitm.edu.my/login?url=http://swb.eblib.com/patron/FullRecord.aspx?p=697640 |
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| 100 | 1 | # | |a Kantardzic, Mehmed. |
| 245 | 1 | 0 | |a Data mining |b concepts, models, methods, and algorithms / |c Mehmed Kantardzic. |h [electronic resource] : |
| 250 | # | # | |a 2nd ed. |
| 260 | # | # | |a Hoboken, NJ : |b Wiley-IEEE Press, |c c2011. |
| 300 | # | # | |a 1 online resource (xvii, 534 p.) ; |b ill. |
| 504 | # | # | |a Includes bibliographical references and index. |
| 505 | 0 | 0 | |t Data-Mining Concepts -- |t Preparing the Data -- |t Data Reduction -- |t Learning from Data -- |t Statistical Methods -- |t Decision Trees and Decision Rules -- |t Artificial Neural Networks -- |t Ensemble Learning -- |t Cluster Analysis -- |t Association Rules -- |t Web Mining and Text Mining -- |t Advances in Data Mining -- |t Genetic Algorithms -- |t Fuzzy sets and Fuzzy Logic -- |t Visualization Methods -- |t Appendix A -- |t Appendix B: Data-Mining Applications. |
| 520 | # | # | |a 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. |
| 650 | # | 0 | |a Data mining. |
| 650 | # | 7 | |a COMPUTERS / Database Management / Data Mining |2 bisacsh |
| 655 | # | 4 | |a Electronic resource. |
| 655 | # | 0 | |a Electronic books. |
| 710 | 2 | # | |a Wiley InterScience (Online service) |
| 776 | 0 | 8 | |d Wiley-IEEE Press 2011 |i Print version: |t Data Mining. |w (OCoLC)748534068 |z 9786613239747 |
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