Principles of Data Mining - Table of Contents

August 2001
8 x 9, 578 pp.
$68.00/£48.95 (CLOTH)
Short

ISBN-10:
0-262-08290-X
ISBN-13:
978-0-262-08290-7

Related Links

Request Exam/Desk Copy

	Full Contents

	List of Tables

	List of Figures

	Series Foreword

	Preface Sample Chapter - Download PDF (64 KB)

1	Introduction Sample Chapter - Download PDF (279 KB)

2	Measurement and Data

3	Visualizing and Exploring Data

4	Data Analysis and Uncertainty

5	A Systematic Overview of Data Mining Algorithms

6	Models and Patterns

7	Score Functions for Data Mining Algorithms

8	Search and Optimization Methods

9	Descriptive Modeling

10	Predictive Modeling for Classification

11	Predictive Modeling for Regression

12	Data Organization and Databases

13	Finding Patterns and Rule

14	Retrieval by Content

	Appendix: Random Variables

	References

	Index Sample Chapter - Download PDF (123 KB)

	Join an E-mail Alert List

TECHNOLOGY PARTNER: Azility, Inc.