Data mining concepts and techniques
Equips you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets. This title focuses on important topics in the field: data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and othe...
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| Main Author: | |
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| Other Authors: | , |
| Format: | Book |
| Language: | English |
| Published: |
Amsterdam ; Boston, MA
Morgan Kaufmann
c2012
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| Edition: | 3rd ed. |
| Subjects: | |
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| Call Number : | QA 76.9.D343 H36 2012 |
MARC
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| 008 | 130308e2012 ne a bi 0|1 u|eng d | ||
| 020 | |a 9780123814791 (hbk.) | ||
| 020 | |a 0123814790 (hbk.) | ||
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| 040 | |a UPNM | ||
| 090 | |a QA 76.9.D343 |b H36 2012 | ||
| 100 | 1 | |a Han, Jiawei | |
| 245 | 1 | 0 | |a Data mining |b concepts and techniques |c Jiawei Han, Micheline Kamber, Jian Pei |
| 250 | |a 3rd ed. | ||
| 260 | |a Amsterdam ; |a Boston, MA |b Morgan Kaufmann |c c2012 | ||
| 300 | |a xxxv, 703 p. |b ill. |c 25 cm. | ||
| 504 | |a Includes bibliographical references (p. 633-671) and index | ||
| 505 | |a 1. Introduction -- 2. Getting to Know Your Data -- 3. Data Preprocessing -- 4. Data Warehousing and Online Analytical Processing -- 5. Data Cube Technology -- 6. Mining Frequent Patterns, Associations, and Correlations: Basic Concepts and Methods -- 7. Advanced Pattern Mining -- 8. Classification: Basic Concepts -- 9. Classification: Advanced Methods -- 10. Cluster Analysis: Basic Concepts and Methods -- 11. Advanced Cluster Analysis -- 12. Outlier Detection -- 13. Data Mining Trends and Research Frontiers | ||
| 520 | |a Equips you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets. This title focuses on important topics in the field: data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and other complex data. | ||
| 592 | |a 24247 |b 09/04/2013 |c RM 221.92 |h Bookline Services | ||
| 650 | 0 | |a Data mining | |
| 700 | 1 | |a Kamber, Micheline | |
| 700 | 1 | |a Pei, Jian | |
| 999 | |a vtls000048543 |c 47988 |d 47988 | ||