Sequence Data Mining [Dong & Pei 2007-08-09](1).pdf

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Sequence Data Mining

ADVANCES IN DATABASE SYSTEMS

Series Editor

Ahmed K. Elmagarmid

Purdue University

West Lafayette, IN 47907

Other books in the Series:

DATA STREAMS:

Models and Algorithms,

edited by Charu C. Aggarwal;

ISBN: 978- 0-387-28759-1

SIMILARITY SEARCH:

The Metric Space Approach,

P. Zezula, G. Amato,

V. Dohnal, M. Batko;

ISBN: 0-387-29146-6

STREAM DATA MANAGEMENT,

Nauman Chaudhry, Kevin Shaw,

Mahdi Abdelguerfi;

ISBN: 0-387-24393-3

FUZZY DATABASE MODELING WITH XML,

Zongmin Ma;

ISBN: 0-387-24248-1

MINING SEQUENTIAL PATTERNS FROM LARGE DATA SETS,

Wei Wang

and Jiong Yang;

ISBN: 0-387-24246-5

ADVANCED SIGNATURE INDEXING FOR MULTIMEDIA AND WEB

APPLICATIONS,

Yannis Manolopoulos, Alexandros Nanopoulos,

Eleni Tousidou;

ISBN: 1-4020-7425-5

ADVANCES IN DIGITAL GOVERNMENT:

Technology, Human Factors,

and Policy,

edited by William J. McIver, Jr. and Ahmed K. Elmagarmid;

ISBN: 1-4020-7067-5

INFORMATION AND DATABASE QUALITY,

Mario Piattini, Coral Calero

and Marcela Genero;

ISBN: 0-7923- 7599-8

DATA QUALITY,

Richard Y. Wang, Mostapha Ziad, Yang W. Lee:

ISBN: 0-7923-7215-8

THE FRACTAL STRUCTURE OF DATA REFERENCE:

Applications to the

Memory Hierarchy,

Bruce McNutt;

ISBN: 0-7923-7945-4

SEMANTIC MODELS FOR MULTIMEDIA DATABASE SEARCHING

AND BROWSING,

Shu-Ching Chen, R.L. Kashyap, and Arif Ghafoor;

ISBN: 0-7923-7888-1

INFORMATION BROKERING ACROSS HETEROGENEOUS DIGITAL DATA:

A Metadata-based Approach,

Vipul Kashyap, Amit Sheth;

ISBN: 0-7923-7883-0

DATA DISSEMINATION IN WIRELESS COMPUTING ENVIRONMENTS,

Kian-Lee Tan and Beng Chin Ooi;

ISBN: 0-7923-7866-0

MIDDLEWARE NETWORKS: Concept, Design and Deployment of Internet

Infrastructure,

Michah Lerner, George Vanecek, Nino Vidovic,

Dad Vrsalovic;

ISBN: 0-7923-7840-7

ADVANCED DATABASE INDEXING,

Yannis Manolopoulos, Yannis Theodoridis,

Vassilis J. Tsotras;

ISBN: 0-7923-7716-8

MULTILEVEL SECURE TRANSACTION PROCESSING,

Vijay Atluri, Sushil

Jajodia, Binto George

ISBN: 0-7923-7702-8

FUZZY LOGIC IN DATA MODELING,

Guoqing Chen

ISBN: 0-7923-8253-6

For a complete listing of books in this series, go to http://www.springer.com

Sequence Data Mining

Guozhu Dong

Wright State University

Dayton, Ohio, USA

and

Jian Pei

Simon Fraser University

Burnaby, BC, Canada

Guozhu Dong, PhD, Professor

Department of Computer Science and Eng.

Wright State University

Dayton, Ohio, 45435, USA

e-mail: guozhu.dong@wright.edu

Jian Pei, Ph.D.

Assistant Professor

School of Computing Science

Simon Fraser University

8888 University Drive

Burnaby, BC Canada V5A 1S6

e-mail: jpei@cs.sfu.ca

ISBN-13: 978-0-387-69936-3

e-ISBN-13: 978-0-387-69937-0

Library of Congress Control Number: 2007927815

2007 Springer Science+Business Media, LLC.

permission of the publisher (Springer Science+Business Media, LLC, 233 Spring Street, New York, NY

10013, USA), except for brief excerpts in connection with reviews or scholarly analysis. Use in

connection with any form of information storage and retrieval, electronic adaptation, computer software,

or by similar or dissimilar methodology now know or hereafter developed is forbidden.

The use in this publication of trade names, trademarks, service marks and similar terms, even if the are

not identified as such, is not to be taken as an expression of opinion as to whether or not they are subject

to proprietary rights.

Printed on acid-free paper.

9 8 7 6 5 4 3 2 1

springer.com

To my parents, my wife and my children.

{G.D.}

To my wife Jennifer.

{J.P.}

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