World Scientific - Data Mining in Time Series Databases (2004).pdf

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DATA MINING IN
TIME SERIES DATABASES
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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.
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Series in Machine Perception and Artificial Intelligence - Vol, 57
DATA MINING IN
TIME SERIES DATABASES
Editors
Mark Last
Ben-Gurion LIniversity of the Negeu, Israel
Abraham Kandel
Zl-Auiv University, Israel
University of South Florida, Tampa, LISA
Horst Bunke
University of Bern, Switzerland
vp World Scientific
NEW JERSEY * LONDON * SINGAPORE BElJlNG SHANGHAI HONG KONG TAIPEI CHENNAI
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Published by
World Scientific Publishing Co. Pte. Ltd.
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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,
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