Lecture Notes in Artificial Intelligence

Advances in Data Mining. Applications and Theoretical Aspects

18th Industrial Conference, ICDM 2018, New York, NY, USA, July 11-12, 2018, Proceedings

Editors: Perner, Petra (Ed.)

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About this book

This volume constitutes the proceedings of the 18th Industrial Conference on Adances in Data Mining, ICDM 2018, held in New York, NY, USA, in July 2018.
The 24 regular papers presented in this book were carefully reviewed and selected from 146 submissions. The topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine and agriculture, and in process control, industry, and society.

Table of contents (24 chapters)

Table of contents (24 chapters)
  • An Adaptive Oversampling Technique for Imbalanced Datasets

    Pages 1-16

    Shahee, Shaukat Ali (et al.)

  • From Measurements to Knowledge - Online Quality Monitoring and Smart Manufacturing

    Pages 17-28

    Tamminen, Satu (et al.)

  • Mining Sequential Correlation with a New Measure

    Pages 29-43

    Arefin, Mohammad Fahim (et al.)

  • A New Approach for Mining Representative Patterns

    Pages 44-58

    Sultana, Abeda (et al.)

  • An Effective Ensemble Method for Multi-class Classification and Regression for Imbalanced Data

    Pages 59-74

    Alam, Tahira (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-319-95786-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-319-95785-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Data Mining. Applications and Theoretical Aspects
Book Subtitle
18th Industrial Conference, ICDM 2018, New York, NY, USA, July 11-12, 2018, Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10933
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-95786-9
DOI
10.1007/978-3-319-95786-9
Softcover ISBN
978-3-319-95785-2
Edition Number
1
Number of Pages
X, 326
Number of Illustrations
130 b/w illustrations
Topics