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Item Details
Title: INTRODUCTION TO DATA MINING
By: Pang-Ning Tan, Michael Steinbach, Vipin Kumar
Format: Hardback

List price: £101.99


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ISBN 10: 0321321367
ISBN 13: 9780321321367
Publisher: PEARSON EDUCATION LIMITED
Pub. date: 1 April, 2005
Edition: US ed
Pages: 769
Description: Presents fundamental concepts and algorithms for those learning data mining for the first time. This book explores each concept and features each major topic organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.
Synopsis: Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms. Quotes This book provides a comprehensive coverage of important data mining techniques. Numerous examples are provided to lucidly illustrate the key concepts. -Sanjay Ranka, University of Florida In my opinion this is currently the best data mining text book on the market. I like the comprehensive coverage which spans all major data mining techniques including classification, clustering, and pattern mining (association rules). -Mohammed Zaki, Rensselaer Polytechnic Institute
Publication: UK
Imprint: Addison Wesley
Returns: Non-returnable
Some other items by this author:
A THESIS REVIEW
ADVANCES IN DISTRIBUTED AND PARALLEL KNOWLEDGE DISCOVERY (PB)
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING (PB)
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING (PB)
BIOLOGICAL SCIENCE (PB)
COMPUTATIONAL APPROACHES TO PROTEIN FUNCTION PREDICTION (HB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2004 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2004 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2004 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2004 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2005 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2005 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2003 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2003 (PB)
COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2003 (PB)
DATA ANALYTICS (HB)
DIGITAL PROCESSING AND MULTIPROCESSING (HB)
GEO-ENVIRONMENTAL STUDY FOR WATERSHED DEVELOPMENT PLANNING
INTRODUCTION TO DATA MINING
INTRODUCTION TO DATA MINING (PB)
INTRODUCTION TO DATA MINING (PB)
INTRODUCTION TO DATA MINING (PB)
INTRODUCTION TO PARALLEL COMPUTING (HB)
INTRODUCTION TO PARALLEL COMPUTING (PB)
MANAGING CYBER THREATS (HB)
MANAGING CYBER THREATS (PB)
MATHEMATICS (PB)
PARALLEL ALGORITHMS FOR MACHINE INTELLIGENCE AND VISION (HB)
PARALLEL ALGORITHMS FOR MACHINE INTELLIGENCE AND VISION (PB)
POROUS, CELLULAR AND MICROCELLULAR MATERIALS - 1998
PROCEEDINGS OF THE FIRST SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 2001 (CD)
PROCEEDINGS OF THE SECOND SIAM INTERNATIONAL CONFERENCE ON DATA MINING (PB)
SEARCH IN ARTIFICIAL INTELLIGENCE (PB)
STUDIES ON OPTICAL PROPERTIES OF PHOTONIC BAND GAP MATERIALS (PB)
TEMPORAL DATA MINING (HB)
TEXT MINING (HB)
TEXTBOOK OF ENVIRONMENTAL BIOTECHNOLOGY (PB)
THE TOP TEN ALGORITHMS IN DATA MINING
THE TOP TEN ALGORITHMS IN DATA MINING
THE TOP TEN ALGORITHMS IN DATA MINING (HB)



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