Data Mining

Concepts, Methods and Applications in Management and Engineering Design

  • Yong Yin
  • Ikou Kaku
  • Jiafu Tang
  • JianMing Zhu

Part of the Decision Engineering book series (DECENGIN)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 1-8
  3. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 9-23
  4. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 25-54
  5. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 55-86
  6. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 87-100
  7. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 101-119
  8. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 121-132
  9. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 133-155
  10. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 157-205
  11. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 207-231
  12. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 233-249
  13. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 251-268
  14. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 269-284
  15. Yong Yin, Ikou Kaku, Jiafu Tang, JianMing Zhu
    Pages 285-309
  16. Back Matter
    Pages 311-312

About this book

Introduction

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 introduction to data mining and the second goes into greater depth on subjects such as customer analysis. It covers almost all managerial activities of a company, including:
• market segmentation,
• product design,
• organization design,
• manufacturing design, and
• supply chain design.

Incorporating recent developments of data mining that have made it possible to deal with management and engineering design problems with greater efficiency and efficacy, Data Mining presents a number of state-of-the-art topics. It will be an informative source of information for researchers, but will also be a useful reference work for industrial and managerial practitioners.

Keywords

Data Mining Decision Sciences Industrial Engineering Management Science Operations Management

Authors and affiliations

  • Yong Yin
    • 1
  • Ikou Kaku
    • 2
  • Jiafu Tang
    • 3
  • JianMing Zhu
    • 4
  1. 1.Department of Economics and Business ManagementYamagata UniversityYamagata-shiJapan
  2. 2.Department of Management Science and EngineeringAkita Prefectural UniversityYulihonjoJapan
  3. 3.Department of Systems EngineeringNortheastern UniversityShenyangChina
  4. 4.School of InformationCentral University of Finance and EconomicsBeijingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-84996-338-1
  • Copyright Information Springer-Verlag London Limited 2011
  • Publisher Name Springer, London
  • eBook Packages Engineering
  • Print ISBN 978-1-84996-337-4
  • Online ISBN 978-1-84996-338-1
  • Series Print ISSN 1619-5736
  • About this book