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Author Han, Jiawei.

Title Data mining : concepts and techniques / Jiawei Han, Micheline Kamber, Jian Pei.

Imprint Burlington : Elsevier Science, 2011.


Location Call No. OPAC Message Status
 Axe Elsevier ScienceDirect Ebook  Electronic Book    ---  Available
Edition 3rd ed.
Description 1 online resource (744 pages) : illustrations
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Series Morgan Kaufmann series in data management systems
Morgan Kaufmann series in data management systems.
Bibliography Includes bibliographical references (pages 633-671) and index.
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.
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.
Note Print version record.
Subject Data mining.
Data Mining
Exploration de données (Informatique)
Data mining
Indexed Term Computer-assisted instruction
Data mining Handbooks, manuals, etc.
Computer science
Electronic books
Genre/Form Handbook
Handbooks and manuals
Handbooks and manuals.
Guides et manuels.
Added Author Kamber, Micheline.
Pei, Jian.
Other Form: Print version: Han, Jiawei. Data Mining: Concepts and Techniques. Burlington : Elsevier Science, ©2011 9780123814791
ISBN 9780123814807 (electronic bk.)
0123814804 (electronic bk.)
9780123814791 (electronic bk.)
0123814790 (electronic bk.)
Standard No. AU@ 000048826359
AU@ 000048965556
AU@ 000060070600
DEBBG BV042314276
DEBBG BV044184713
DEBSZ 365477109
DEBSZ 401972313
NZ1 14554652
AU@ 000073079587

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