| Description |
1 online resource (744 pages) : illustrations |
| Series |
Morgan Kaufmann series in data management systems |
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Morgan Kaufmann series in data management systems
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| Contents |
Front Cover; Data Mining: Concepts and Techniques; Copyright; Dedication; Table of Contents; Foreword; Foreword to Second Edition; Preface; Acknowledgments; About the Authors; Chapter 1. Introduction; Chapter 2. Getting to Know Your Data; Chapter 3. Data Preprocessing; Chapter 4. Data Warehousing and Online Analytical Processing; Chapter 5. Data Cube Technology; Chapter 6. Mining Frequent Patterns, Associations, and Correlations: Basic Concepts and Methods; Chapter 7. Advanced Pattern Mining; Chapter 8. Classification: Basic Concepts; Chapter 9. Classification: Advanced Methods |
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Chapter 10. Cluster Analysis: Basic Concepts and MethodsChapter 11. Advanced Cluster Analysis; Chapter 12. Outlier Detection; Chapter 13. Data Mining Trends and Research Frontiers; Bibliography; Index |
| Summary |
The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it's still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge. Since the previous edition's publication, great advances have been made in the field of data mining. Not only does the third of edition of Data Mining: Concepts and Techniques continue the tradition of equipping you with an understandin |
| Analysis |
Computer-assisted instruction |
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Data mining Handbooks, manuals, etc |
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Computer science |
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Electronic books |
| Bibliography |
Includes bibliographical references (pages 633-671) and index |
| Notes |
Print version record |
| Subject |
Data mining.
|
|
Data Mining
|
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Data mining
|
| Genre/Form |
handbooks.
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Handbooks and manuals
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Handbooks and manuals.
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Guides et manuels.
|
| Form |
Electronic book
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| Author |
Kamber, Micheline
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|
Pei, Jian
|
| LC no. |
2011010635 |
| ISBN |
9780123814807 |
|
0123814804 |
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9780123814791 |
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0123814790 |
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9786613171177 |
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6613171174 |
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