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Jiawei Han and Micheline Kamber

Data Mining: Concepts and Techniques, 2^nd ed.

The Morgan Kaufmann Series in Data Management Systems, Jim Gray, Series Editor
Morgan Kaufmann Publishers, March 2006. ISBN 1-55860-901-6

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“The second edition of Han and Kamber Data Mining: Concepts and Techniques updates and improves the already comprehensive coverage of the first edition and adds coverage of new and important topics, such as mining stream data, mining social networks, and mining spatial, multimedia, and other complex data. This book will be an excellent textbook for courses on Data Mining and Knowledge Discovery.”

-Gregory Piatetsky-Shapiro, President, KDnuggets

“The second edition is the most complete and up-to-date presentation on this topic. Compared to the already comprehensive and thorough coverage of the first edition, it adds the state-of-the-art research results in new topics such as mining stream, time-series and sequence data as well as mining spatial, multimedia, text and Web data. This book is a must-have for all instructors, researchers, developers and users in the area of data mining and knowledge discovery.”

- Hans-Peter Kriegel, University of Munich, Germany

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Table of Contents in PDF

Slides (in PowerPoint form)

Art work of the book

Instructors' manual (available via Morgan Kaufmann Publishers)

Course syllabi and lecture plan

Bibliographic Notes and Bibliography (per chapter in PDF)

IlliMine (Data mining software from the University of Illinois at Urbana-Champaign)

Errata

BK3_Slides (in PowerPoint form)

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Back to Jiawei Han's Home Page

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Back to the Home Page of Data and Information Systems Research Laboratory, Computer Science, University of Illinois at Urbana-Champaign