Data Mining in Time Series Databases [Last, Kandel & Bunke 2004-06-25](2).pdf

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DATA MINING IN
TIME SERIES DATABASES
SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE*
Editors:
H. Bunke
(Univ. Bern, Switzerland)
P. S. P. Wang
(Northeastern Univ., USA)
Vol. 43: Agent Engineering
(Eds.
Jiming Liu, Ning Zhong, Yuan Y. Tang and Patrick S. P. Wang)
Vol. 44: Multispectral Image Processing and Pattern Recognition
(Eds.
J. Shen, P. S. P. Wang and T. Zhang)
Vol. 45: Hidden Markov Models: Applications in Computer Vision
(Eds.
H. Bunke and T. Caelli)
Vol. 46: Syntactic Pattern Recognition for Seismic Oil Exploration
(K.
Y. Huang)
Vol. 47: Hybrid Methods in Pattern Recognition
(Eds.
H. Bunke and A. Kandel
)
Vol. 48: Multimodal Interface for Human-Machine Communications
(Eds.
P. C. Yuen, Y. Y. Tang and P. S. P. Wang)
Vol. 49: Neural Networks and Systolic Array Design
(Eds.
D. Zhang and S. K. Pal
)
Vol. 50: Empirical Evaluation Methods in Computer Vision
(Eds.
H. I. Christensen and P. J. Phillips)
Vol. 51: Automatic Diatom Identification
(Eds.
H. du Buf and M. M. Bayer)
Vol. 52: Advances in Image Processing and Understanding
A Festschrift for Thomas S. Huwang
(Eds.
A. C. Bovik, C. W. Chen and D. Goldgof)
Vol. 53: Soft Computing Approach to Pattern Recognition and Image Processing
(Eds.
A. Ghosh and S. K. Pal)
Vol. 54: Fundamentals of Robotics — Linking Perception to Action
(M.
Xie)
Vol. 55: Web Document Analysis: Challenges and Opportunities
(Eds.
A. Antonacopoulos and J. Hu)
Vol. 56: Artificial Intelligence Methods in Software Testing
(Eds.
M. Last, A. Kandel and H. Bunke)
Vol. 57: Data Mining in Time Series Databases
(Eds.
M. Last, A. Kandel and H. Bunke)
Vol. 58: Computational Web Intelligence: Intelligent Technology for
Web Applications
(Eds.
Y. Zhang, A. Kandel, T. Y. Lin and Y. Yao)
Vol. 59: Fuzzy Neural Network Theory and Application
(P.
Liu and H. Li)
*
For the complete list of titles in this series, please write to the Publisher.
Series in Machine Perception
and
Artificial Intelligence
-
Vol,
57
DATA
MINING IN
TIME SERIES
DATABASES
Editors
Mark
Last
Ben-Gurion LIniversity
o
the
Negeu,
Israel
f
Abraham Kandel
Zl-Auiv University, Israel
University
of
South
Florida, Tampa,
LISA
Horst Bunke
University
of
Bern, Switzerland
vp
World
Scientific
N E W JERSEY
*
LONDON
*
SINGAPORE
BElJlNG
SHANGHAI
HONG KONG
TAIPEI
CHENNAI
Published by
World Scientific Publishing Co. Pte. Ltd.
5 Toh Tuck Link, Singapore 596224
USA office:
27 Warren Street, Suite 401-402, Hackensack, NJ 07601
UK office:
57 Shelton Street, Covent Garden, London WC2H 9HE
British Library Cataloguing-in-Publication Data
A catalogue record for this book is available from the British Library.
DATA MINING IN TIME SERIES DATABASES
Series in Machine Perception and Artificial Intelligence (Vol. 57)
Copyright © 2004 by World Scientific Publishing Co. Pte. Ltd.
All rights reserved. This book, or parts thereof, may not be reproduced in any form or by any means,
electronic or mechanical, including photocopying, recording or any information storage and retrieval
system now known or to be invented, without written permission from the Publisher.
For photocopying of material in this volume, please pay a copying fee through the Copyright
Clearance Center, Inc., 222 Rosewood Drive, Danvers, MA 01923, USA. In this case permission to
photocopy is not required from the publisher.
ISBN 981-238-290-9
Typeset by Stallion Press
Email: enquiries@stallionpress.com
Printed in Singapore by World Scientific Printers (S) Pte Ltd

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