Massive Computing

Data Mining for Design and Manufacturing

Methods and Applications

Editors: Braha, D. (Ed.)

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About this book

Data Mining for Design and Manufacturing: Methods and Applications is the first book that brings together research and applications for data mining within design and manufacturing. The aim of the book is 1) to clarify the integration of data mining in engineering design and manufacturing, 2) to present a wide range of domains to which data mining can be applied, 3) to demonstrate the essential need for symbiotic collaboration of expertise in design and manufacturing, data mining, and information technology, and 4) to illustrate how to overcome central problems in design and manufacturing environments. The book also presents formal tools required to extract valuable information from design and manufacturing data, and facilitates interdisciplinary problem solving for enhanced decision making.
Audience: The book is aimed at both academic and practising audiences. It can serve as a reference or textbook for senior or graduate level students in Engineering, Computer, and Management Sciences who are interested in data mining technologies. The book will be useful for practitioners interested in utilizing data mining techniques in design and manufacturing as well as for computer software developers engaged in developing data mining tools.

Table of contents (22 chapters)

  • Data Mining: An Introduction

    Sethi, Ishwar K.

    Pages 1-40

  • A Survey of Methodologies and Techniques for Data Mining and Intelligent Data Discovery

    Gonzalez, Ricardo (et al.)

    Pages 41-59

  • Data Mining in Scientific Data

    Rudolph, Stephan (et al.)

    Pages 61-85

  • Learning to Set Up Numerical Optimizations of Engineering Designs

    Schwabacher, Mark (et al.)

    Pages 87-125

  • Automatic Classification and Creation of Classification Systems Using Methodologies of “Knowledge Discovery in Databases (KDD)”

    Grabowski, Hans (et al.)

    Pages 127-143

Buy this book

eBook $179.00
price for USA (gross)
  • ISBN 978-1-4757-4911-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $229.00
price for USA
  • ISBN 978-1-4020-0034-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $229.00
price for USA
  • ISBN 978-1-4419-5205-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining for Design and Manufacturing
Book Subtitle
Methods and Applications
Editors
  • D. Braha
Series Title
Massive Computing
Series Volume
3
Copyright
2001
Publisher
Springer US
Copyright Holder
Springer Science+Business Media Dordrecht
eBook ISBN
978-1-4757-4911-3
DOI
10.1007/978-1-4757-4911-3
Hardcover ISBN
978-1-4020-0034-8
Softcover ISBN
978-1-4419-5205-9
Series ISSN
1569-2698
Edition Number
1
Number of Pages
XVIII, 524
Topics