Data Mining Concepts and Techniques

ISBN-10: 1558604898

ISBN-13: 9781558604896

Edition: 2001

List price: $67.95
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Description: 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.

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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
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