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Intelligent Data Analysis : Developing New Methodologies Through Pattern Discovery and Recovery
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Intelligent Data Analysis:
Developing New Methodologies
Through Pattern Discovery and
Recovery
Hsiao-Fan Wang
National Tsing Hua University, Taiwan, ROC
InformatIon scIence reference
Hershey • New York
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Director of Editorial Content: Kristin Klinger
Managing Development Editor: Kristin M. Roth
Senior Managing Editor:
Jennifer Neidig
Managing Editor:
Jamie Snavely
Assistant Managing Editor:
Carole Coulson
Copy Editor:
Jennifer Young
Typesetter:
Chris Hrobak
Cover Design:
Lisa Tosheff
Printed at:
Yurchak Printing Inc.
Published in the United States of America by
Information Science Reference (an imprint of IGI Global)
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and in the United Kingdom by
Information Science Reference (an imprint of IGI Global)
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Copyright © 2009 by IGI Global. All rights reserved. No part of this publication may be reproduced, stored or distributed in any form or by
any means, electronic or mechanical, including photocopying, without written permission from the publisher.
Product or company names used in this set are for identiication purposes only. Inclusion of the names of the products or companies does
not indicate a claim of ownership by IGI Global of the trademark or registered trademark.
Library of Congress Cataloging-in-Publication Data
Intelligent data analysis : developing new methodologies through pattern discovery and recovery / Hsiao-Fan Wang, Editor.
p. cm.
Summary: “This book tackles those data sets and covers a variety of issues in relation to intelligent data analysis so that patterns from
frequent or rare events in spatial or temporal spaces can be revealed. This book brings together current research, results, problems, and
applications from both theoretical and practical approaches”--Provided by publisher.
ISBN-13: 978-1-59904-982-3 (hardcover)
ISBN-13: 978-1-59904-983-0 (e-book)
1. Pattern perception--Data processing. 2. Artiicial intelligence. I. Wang, Hsiao-Fan.
Q327.I545 2008
003’.52--dc22
2007046947
British Cataloguing in Publication Data
A Cataloguing in Publication record for this book is available from the British Library.
All work contributed to this book set is original material. The views expressed in this book are those of the authors, but not necessarily of
the publisher.
If a library purchased a print copy of this publication, please go to http://www.igi-global.com/agreement for information on activating
the library's complimentary electronic access to this publication.
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Editorial Advisory Board
Krassimir Atanassov
Bulgarian Academy of Sciences, Bulgaria
Chin-Yi Kuo
National Tsing Hua University, Taiwan, ROC
Ivan Bruha
McMaster University, Canada
E. Stanley Lee
Kansas State University, USA
L.S. Chen
Chaoyang University of Technology Taiwan,
ROC
Yi-Chun Liao
Hsuan Chuang University, Taiwan, ROC
C.H.Chu
National Tsing Hua University, Taiwan, ROC
Valery A. Loiko
National Academy of Sciences of Belarus, Belarus
Alistair Forbes
Mathematics and Scientiic Computing Group,
National Physical Laboratory, UK
Ping Luo
Computer Science Institute of Chinese, Academy of
Science, China
T.K. Ho
Bell Laboratories, Lucent Technologies, USA
Motoya Machida
Tennessee Technological University, USA
C.L.Hou
National Tsing Hua University, Taiwan, ROC
Valeri Maltsev
Institute of Chemical Kinetics and Combustion,
Russia
C.J. Huang,
National Tsing Hua University, Taiwan, ROC
Trevor Martin
University of Bristol, UK
Falk Huettmann
University of Alaska-Fairbanks, USA
Don McNickle
University of Canterbury, NZ
Wei-Kuo Hung
Senior Officer, Chung-Hua Telcome, Taiwan,
ROC
Hung T. Nguyen
New Mexico State Univ.USA
T. Kamakura
Chuo University, Japan
Eric Pardede
Latrobe University, Australia
Arun Kulkarni
The University of Texas, USA
Robert, M. Patton
Oak Ridge National Laboratory, UK
Dilip Kumar Pratihar
Indian Institute of Technology, India
M.L. Wang
Ming-Hsin University of Science & Technology,
Taiwan, ROC
Witold Pedrycz,
University of Alberta, Canada
Sławomir T. Wierzchoń
Institute of Komputer Scence, Polish Academy of
Sciences, Poland
Heather Ruskin,
Dublin City University, Ireland
Tony Smith
University of Waikato, Hamilton, New Zealand
W. C. Yeh
National Tsing Hua University, Taiwan, ROC
Eulalia Szmidt
Systems Research Institute, Polish Academy of
Sciences, Poland
Mohammed J. Zaki
Rensselaer Polytechnic Institute
Dr. Francisco Torrens Zaragoza
Institut Universitari de Ciencia Molecular Universitat
de Valencia Ediici d-Instituts, Spain
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