Annals of Information Systems

Data Mining

Special Issue in Annals of Information Systems

Editors: Stahlbock, Robert, Crone, Sven F., Lessmann, Stefan (Eds.)

  • Provides a state-of-art, up-to-the moment, view of the evolving field of data mining
  • Special publication of the 2007 International Conference on Data Mining (DMIN 07)
  • Features a combination of rigorously peer-reviewed theoretical research papers, as well as industrial reports, and case studies on applications
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  • ISBN 978-1-4419-1280-0
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Softcover $199.00
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  • ISBN 978-1-4419-1279-4
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About this book

Over the course of the last twenty years, research in data mining has seen a substantial increase in interest, attracting original contributions from various disciplines including computer science, statistics, operations research, and information systems. Data mining supports a wide range of applications, from medical decision making, bioinformatics, web-usage mining, and text and image recognition to prominent business applications in corporate planning, direct marketing, and credit scoring. Research in information systems equally reflects this inter- and multidisciplinary approach, thereby advocating a series of papers at the intersection of data mining and information systems research.

This special issue of Annals of Information Systems contains original papers and substantial extensions of selected papers from the 2007 and 2008 International Conference on Data Mining (DMIN’07 and DMIN’08, Las Vegas, NV) that have been rigorously peer-reviewed. The issue brings together topics on both information systems and data mining, and aims to give the reader a current snapshot of the contemporary research and state of the art practice in data mining.

Table of contents (17 chapters)

  • Data Mining and Information Systems: Quo Vadis?

    Stahlbock, Robert (et al.)

    Pages 1-15

  • Response-Based Segmentation Using Finite Mixture Partial Least Squares

    Ringle, Christian M. (et al.)

    Pages 19-49

  • Building Acceptable Classification Models

    Martens, David (et al.)

    Pages 53-74

  • Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property

    Bras, Yannick (et al.)

    Pages 75-98

  • Classification Techniques and Error Control in Logic Mining

    Felici, Giovanni (et al.)

    Pages 99-119

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4419-1280-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $199.00
price for USA
  • ISBN 978-1-4419-1279-4
  • 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
Book Subtitle
Special Issue in Annals of Information Systems
Editors
  • Robert Stahlbock
  • Sven F. Crone
  • Stefan Lessmann
Series Title
Annals of Information Systems
Series Volume
8
Copyright
2010
Publisher
Springer US
Copyright Holder
Springer-Verlag US
eBook ISBN
978-1-4419-1280-0
DOI
10.1007/978-1-4419-1280-0
Softcover ISBN
978-1-4419-1279-4
Series ISSN
1934-3221
Edition Number
1
Number of Pages
XIII, 387
Topics