Data Mining Concepts and Techniques

Name: Data Mining Concepts and Techniques
Price: 6.75 USD
Availability: InStock
ISBN: 9781558604896

ISBN-10: 1558604898

ISBN-13: 9781558604896

Edition: 2001

Authors: Jiawei Han, Micheline Kamber

List price: $67.95

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The authors examine the principles and methods of data mining. Written from a database perspective, they offer the reader a theoretical orientation and practical instruction that can be applied directly to projects.

Book details

List price: $67.95
Copyright year: 2001
Publisher: Elsevier Science & Technology Books
Publication date: 8/25/2000
Binding: Hardcover
Pages: 550
Size: 7.50" wide x 9.25" long x 1.25" tall
Weight: 2.596
Language: English

Jiawei Han is Professor in the Department of Computer Science at the University of Illinois at Urbana-Champaign. Well known for his research in the areas of data mining and database systems, he has received many awards for his contributions in the field, including the 2004 ACM SIGKDD Innovations Award. He has served as Editor-in-Chief of ACM Transactions on Knowledge Discovery from Data, and on editorial boards of several journals, including IEEE Transactions on Knowledge and Data Engineering and Data Mining and Knowledge Discovery.



Introduction


Data Warehouse and OLAP Technology for Data Mining


Data Preparation


Data Mining Primitives, Languages, and System Architectures


Concept Description: Characterization and Comparison


Mining Association Rules in Large Databases


Classification and Prediction


Cluster Analysis


Mining Complex Types of Data


Data Mining Applications and Trends in Data Mining


An Introduction to Microsoft's OLE DB for Data Mining


An Introduction to DBMiner


Bibliography