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DATA MINING WITH

DECISION TREES

Theory and Applications

2nd Edition

SERIES IN MACHINE PERCEPTION AND ARTIFICIAL INTELLIGENCE*

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H. Bunke

(Univ. Bern, Switzerland)

P. S. P. Wang

(Northeastern Univ., USA)

Vol. 65: Fighting Terror in Cyberspace

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M. Last and A. Kandel)

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

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Neuhaus and H. Bunke)

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

(L.

Rokach and O. Maimon)

Vol. 70: Personalization Techniques and Recommender Systems

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Rokach)

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for Automated Reasoning

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Vol. 77: Graph Classification and Clustering Based on Vector Space Embedding

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Vol. 79 Document Analysis and Recognition with Wavelet and Fractal Theories

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Vol. 80 Multimodal Interactive Handwritten Text Transcription

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Romero, A. H. Toselli and E. Vidal

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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.worldscientific.com/series/smpai

Series in Machine Perception and Artificial Intelligence – Vol. 81

DATA MINING WITH

DECISION TREES

Theory and Applications

2nd Edition

Ben-Gurion University of the Negev, Israel

Lior Rokach

Oded Maimon

Tel-Aviv University, Israel

World Scientific

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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 bibliographical references and index.

ISBN 978-9814590075 (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

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