Lecture Notes in Artificial Intelligence

Advances in Data Mining. Applications and Theoretical Aspects

12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings

Editors: Perner, Petra (Ed.)

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About this book

This book constitutes the refereed proceedings of the 12th Industrial Conference on Data Mining, ICDM 2012, held in Berlin, Germany in July 2012. The 22 revised full papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on data mining in medicine and biology; data mining for energy industry; data mining in traffic and logistic; data mining in telecommunication; data mining in engineering; theory in data mining; theory in data mining: clustering; theory in data mining: association rule mining and decision rule mining.

Table of contents (22 chapters)

  • Application of Classification Algorithms on IDDM Rat Data

    Schmidt, Rainer (et al.)

    Pages 1-8

  • Research Themes in the Case-Based Reasoning in Health Sciences Core Literature

    Bichindaritz, Isabelle

    Pages 9-23

  • Research on Application of Data Mining Methods to Diagnosing Gastric Cancer

    Kirshners, Arnis (et al.)

    Pages 24-37

  • SOHAC: Efficient Storage of Tick Data That Supports Search and Analysis

    Nagy, Gabor I. (et al.)

    Pages 38-51

  • Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry

    Liu, Hongyan (et al.)

    Pages 52-66

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-31488-9
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-642-31487-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Data Mining. Applications and Theoretical Aspects
Book Subtitle
12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7377
Copyright
2012
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-31488-9
DOI
10.1007/978-3-642-31488-9
Softcover ISBN
978-3-642-31487-2
Edition Number
1
Number of Pages
XI, 289
Number of Illustrations and Tables
97 illustrations in colour
Topics