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Data Mining With Decision Trees Theory and Applications(2nd) 英文无水印原版pdf 第2版 pdf所有页面使用FoxitReader、PDF-XChangeViewer、SumatraPDF和Firefox测试都可以打开 本资源转载自网络,如有侵权,请联系上传者或csdn删除 查看此书详细信息请在美国亚马逊官网搜索此书
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DATA MINING WITH
DECISION TREES
Theory and Applications
2nd Edition
9097_9789814590075_tp.indd 1 30/7/14 2:32 pm
SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE*
Editors: H. Bunke (Univ. Bern, Switzerland)
P. S. P. Wang (Northeastern Univ., USA)
Vol. 65:
Fighting
Terror in Cyberspace
(
Eds. M. Last and A. Kandel)
Vol. 66:
F
ormal Models, Languages and Applications
(Eds
. K. G. Subramanian, K. Rangarajan and M. Mukund)
Vol. 67:
Image P
attern Recognition: Synthesis and Analysis in Biometrics
(Eds
. S. N. Yanushkevich, P. S. P. Wang, M. L. Gavrilova and
S
. N. Srihari )
Vol. 68:
Br
idging 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)
Vol. 70:
P
ersonalization Techniques and Recommender Systems
(Eds
. G. Uchyigit and M. Ma)
Vol. 71:
Recognition of
Whiteboard Notes: Online, Offline and Combination
(Eds
. H. Bunke and M. Liwicki)
Vol. 72:
K
ernels for Structured Data
(
T Gärtner)
Vol. 73:
Progress in Computer Vision and Image Analysis
(Eds. H. Bunke, J. J. Villanueva, G. Sánchez and X. Otazu)
Vol. 74:
W
avelet Theory Approach to Pattern Recognition (2nd Edition)
(
Y. Y. Tang)
Vol. 75:
P
attern Classification Using Ensemble Methods
(
L. Rokach)
Vol. 76:
A
utomated Database Applications Testing: Specification Representation
f
or Automated Reasoning
(
R. F. Mikhail, D. Berndt and A. Kandel )
Vol. 77:
Gr
aph Classification and Clustering Based on Vector Space Embedding
(
K. Riesen and H. Bunke)
Vol. 78:
Integ
ration of Swarm Intelligence and Artificial Neural Network
(Eds
. S. Dehuri, S. Ghosh and S.-B. Cho)
Vol. 79
Document Analysis and Recognition with
Wavelet and Fractal Theories
(
Y. Y. Tang)
Vol. 80
Multimodal Inter
active Handwritten Text Transcription
(
V. Romero, A. H. Toselli and E. Vidal)
Vol. 81
Data Mining with Decision
Trees: Theory and Applications
Second Edition
(
L. Rokach and O. Maimon)
*The complete list of the published volumes in the series can be found at
http://www.worldscientic.com/series/smpai
Amanda - Data Mining with Decision Trees.indd 1 6/8/2014 2:11:12 PM
NEW JERSEY
•
LONDON
•
SINGAPORE
•
BEIJING
•
SHANGHAI
•
HONG KONG
•
TAIPEI
•
CHENNAI
World Scientic
Series in Machine Perception and Articial Intelligence – Vol. 81
Lior Rokach
Ben-Gurion University of the Negev, Israel
Oded Maimon
Tel-Aviv University, Israel
DATA MINING WITH
DECISION TREES
Theory and Applications
2nd Edition
9097_9789814590075_tp.indd 2 30/7/14 2:32 pm
Published by
World Scientic Publishing Co. Pte. Ltd.
5 Toh Tuck Link, Singapore 596224
USA ofce: 27 Warren Street, Suite 401-402, Hackensack, NJ 07601
UK ofce: 57 Shelton Street, Covent Garden, London WC2H 9HE
Library of Congress Cataloging-in-Publication Data
Rokach, Lior.
Data mining with
decision trees : theory and applications / by Lior Rokach (Ben-Gurion
University of the Negev, Israel), Oded Maimon (Tel-Aviv University, Israel). -- 2nd edition.
pages cm
Includes bibliogr
aphical references and index.
ISBN 978-98145
90075 (hardback : alk. paper) -- ISBN 978-9814590082 (ebook)
1. Data mining. 2
. Decision trees. 3. Machine learning. 4. Decision support systems.
I. Maimon, Oded. II. Title.
QA76.9.D343R654 2014
006.3'12--dc23
2014029799
British Library Cataloguing-in-Publication Data
A
catalogue record for this book is available from the British Library.
Copyright © 2015 by World Scientic 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.
In-house Editor: Amanda Yun
Typeset by Stallion Press
Email: enquiries@stallionpress.com
Printed in Singapore
Amanda - Data Mining with Decision Trees.indd 2 6/8/2014 2:11:12 PM
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