Data mining techniques and applications : an introduction / Hongbo Du.
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TextPublication details: Andover : Cengage Learning, 2010.Description: xvii, 315 pages : illustrations ; 25 cmISBN: - 9781844808915
- 1844808912
- QA76.9 .D85
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| QA76.76.S46 .H89 Using open source web software with windows/ Eric Hunley. | QA76.76.S46 .H89 Using open source web software with windows/ Eric Hunley. | QA76.9 .D26 .M64 Data warehousing : | QA76.9 .D85 Data mining techniques and applications : | QA76.9 .D85 Data mining techniques and applications : | QA76.9 .D85 Data mining techniques and applications : | QA76.9 .K14 Macromedia® ColdFusion® Author: |
Includes index
1. Introduction --
2. Principles of data mining --
3. Data, pre-processing and exploration --
4. Basic techniques for cluster detection --
5. Other techniques for cluster detection --
6. Decision tree induction for classification --
7. Other classification techniques --
8. Techniques for mining Boolean association rules --
9. Mining techniques for other types of association --
10. Data mining in practice --
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