Data Mining Concepts and Techniques
Provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It...
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Main Authors: | , , |
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Format: | Book |
Language: | English |
Published: |
San Francisco
Morgan Kaufmann
2012
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Edition: | Third Edition |
Series: | Morgan Kaufmann series in data management systems.
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Subjects: | |
Online Access: | Click Here to View Status and Holdings. |
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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.