Data Mining with Decision Trees_ Theory and Applications [Rokach & Maimon 2008-04-01](1).pdf

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DATA MINING

WITH

DECISION TREES

Theory

and Applications

SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE*

Editors:

H. Bunke

(Univ. Bern, Switzerland)

P. S. P. Wang

(Northeastern Univ., USA)

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 y

(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)

Vol. 60: Robust Range Image Registration Using Genetic Algorithms

and the Surface Interpenetration Measure

(L.

Silva, O. R. P. Bellon and K. L. Boyer)

Vol. 61: Decomposition Methodology for Knowledge Discovery and Data Mining:

Theory and Applications

(O.

Maimon and L. Rokach)

Vol. 62: Graph-Theoretic Techniques for Web Content Mining

(A.

Schenker, H. Bunke, M. Last and A. Kandel)

Vol. 63: Computational Intelligence in Software Quality Assurance

(S.

Dick and A. Kandel)

Vol. 64: The Dissimilarity Representation for Pattern Recognition: Foundations

and Applications

(El

bieta P

“

kalska and Robert P. W. Duin)

Vol. 65: Fighting Terror in Cyberspace

(Eds.

M. Last and A. Kandel)

Vol. 66: Formal Models, Languages and Applications

(Eds.

K. G. Subramanian, K. Rangarajan and M. Mukund)

Vol. 67: Image Pattern Recognition: Synthesis and Analysis in Biometrics

(Eds.

S. N. Yanushkevich, P. S. P. Wang, M. L. Gavrilova and

S. N. Srihari

)

Vol. 68 Bridging the Gap Between Graph Edit Distance and Kernel Machines

(M.

Neuhaus and H. Bunke)

Vol. 69 Data Mining with Decision Trees: Theory and Applications

(L.

Rokach and O. Maimon)

For the complete list of titles in this series, please write to the Publisher.

Series

Machine

Perception

and

Artificial

Intelligence

Vol.

DATA MINING WITH

DECISION TREES

Theory

and Applications

Lior

Rokach

Ben-Gurion University, Israel

Oded

Maimon

Tel-Aviv University, Israel

N E W JERSEY

LONDON

World

Scientific

SINGAPORE

BElJlNG

S H A N G H A I

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.

Series in Machine Perception and Artificial Intelligence — Vol. 69

DATA MINING WITH DECISION TREES

Theory and Applications

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-13 978-981-277-171-1

ISBN-10 981-277-171-9

Printed in Singapore.

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