Data Mining Concepts, Methods and Applications in Management and Eng

Data Mining introduces in clear and simple ways how to use existing data mining methods to obtain effective solutions for a variety of management and engineering design problems. Data Mining is organised into two parts: the first provides a focused introd

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Series Editor Professor Rajkumar Roy Department of Enterprise Integration School of Industrial and Manufacturing Science Cranfield University Cranfield Bedford MK43 0AL UK

Other titles published in this series Cost Engineering in Practice John McIlwraith IPA – Concepts and Applications in Engineering Jerzy Pokojski Strategic Decision Making Navneet Bhushan and Kanwal Rai Product Lifecycle Management John Stark From Product Description to Cost: A Practical Approach Volume 1: The Parametric Approach Pierre Foussier From Product Description to Cost: A Practical Approach Volume 2: Building a Specific Model Pierre Foussier Decision-Making in Engineering Design Yotaro Hatamura Composite Systems Decisions Mark Sh. Levin Intelligent Decision-making Support Systems Jatinder N.D. Gupta, Guisseppi A. Forgionne and Manuel Mora T. Knowledge Acquisition in Practice N.R. Milton Global Product: Strategy, Product Lifecycle Management and the Billion Customer Question John Stark Enabling a Simulation Capability in the Organisation Andrew Greasley Network Models and Optimization Mitsuo Gen, Runewei Cheng and Lin Lin Management of Uncertainty Gudela Grote Introduction to Evolutionary Algorithms Xinjie Yu and Mitsuo Gen

Yong Yin · Ikou Kaku · Jiafu Tang · JianMing Zhu

Data Mining Concepts, Methods and Applications in Management and Engineering Design

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Yong Yin, PhD Yamagata University Department of Economics and Business Management 1-4-12, Kojirakawa-cho Yamagata-shi, 990-8560 Japan [email protected]

Ikou Kaku, PhD Akita Prefectural University Department of Management Science and Engineering Yulihonjo, 015-0055 Japan [email protected]

Jiafu Tang, PhD Northeastern University Department of Systems Engineering 110006 Shenyang China [email protected]

JianMing Zhu, PhD Central University of Finance and Economics School of Information Beijing China [email protected]

ISBN 978-1-84996-337-4 e-ISBN 978-1-84996-338-1 DOI 10.1007/978-1-84996-338-1 Springer London Dordrecht Heidelberg New York British Library Cataloguing in Publication Data A catalogue record for this book is available from the British Library © Springer-Verlag London Limited 2011 Apart from any fair dealing for the purposes of research or private study, or criticism or review, as permitted under the Copyright, Designs and Patents Act 1988, this publication may only be reproduced, stored or transmitted, in any form or by any means, with the prior permission in writing of the publishers, or in the case of reprographic reproduction in accordance with the terms of licenses issued by the Copyright Licensing Agency. Enquiries concerning reproduction outside those terms should be sent to the publishers. The use of registered names, trademarks, etc., in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant laws and regulations and therefore free for general use. The publisher and the authors make no representation, express or implied, with regard to the accuracy of the information co