Introduction to Data Mining with Case Studies

Author:   G. K. Gupta
Publisher:   PHI Learning
Edition:   3rd Revised edition
ISBN:  

9788120350021


Pages:   536
Publication Date:   30 May 2014
Format:   Paperback
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

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Introduction to Data Mining with Case Studies


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Author:   G. K. Gupta
Publisher:   PHI Learning
Imprint:   PHI Learning
Edition:   3rd Revised edition
ISBN:  

9788120350021


ISBN 10:   8120350022
Pages:   536
Publication Date:   30 May 2014
Audience:   College/higher education ,  Tertiary & Higher Education
Format:   Paperback
Publisher's Status:   Active
Availability:   To order   Availability explained
Stock availability from the supplier is unknown. We will order it for you and ship this item to you once it is received by us.

Table of Contents

Preface Preface to the Second Edition Preface to the First Edition Chapter 1 - Introduction Chapter 2 - Data understanding and Data Preparation Chapter 3 - Association Rules Mining Chapter 4 - Classification Chapter 5 - Cluster Analysis Chapter 6 - Web Data Mining Chapter 7 - Search Engines and Query Mining Chapter 8 - Data Warehousing Chapter 9 - Online Analytical Processing (OLAP) Chapter 10 - Information Privacy and Data Mining Answers to Multiple Choice Questions Index

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Author Information

G.K. Gupta, Ph.D. from Monash University, is currently Adjunct Professor of Computer Science at Monash University, Clayton, Australia. He has more than 35 years of distinguished career in academic management as well as in information technology education, research and professional activities. He began his academic career at Monash University and subsequently moved to James Cook University as Foundation Professor and Head to establish a new department of computer science. He later served as Dean of the School of Information Technology at Bond University, Deputy Dean and then Acting Dean of the Faculty of Information Technology at Monash University. He received his Master's in computer science from the University of Waterloo and his Bachelor's degree in engineering from the University of Roorkee (now the Indian Institute of Technology Roorkee). He was seconded by the Australian Government to the Asian Institute of Technology in Bangkok for two years. He also served at the University of Illinois Urbana-Champaign, Bell Laboratories in New Jersey, the International University in Germany, and VIT University, Vellore. Professor Gupta is a Fellow of the Association of Computing Machinery (ACM), a Fellow of the Australian Computer Society (ACS) and a Senior Member of the IEEE. He is also the author of the book Database Management Systems.

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