Data mining : concepts and techniques /
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Main Author: | |
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Other Authors: | , |
Format: | Book |
Language: | English |
Published: |
Amsterdam
Elsevier/Morgan Kaufmann
c2012.
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Edition: | Third edition |
Series: | Morgan Kaufmann series in data management systems.
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Subjects: | |
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Table of Contents:
- Introduction
- Getting to know your data
- Data processing
- Data warehousing and online analytical processing
- Data cube technology
- Mining frequent patterns, associations, and correlations : basic concepts and methods
- Advanced pattern mining
- Classification : basic concepts
- Classification : advanced methods
- Cluster analysis : basic concepts and methods
- Advanced cluster analysis
- Outlier detection
- Data mining trends and research frontiers.