Lecture Notes in Artificial Intelligence

Advances in Data Mining. Applications and Theoretical Aspects

16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings

Editors: Perner, Petra (Ed.)

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  • ISBN 978-3-319-41561-1
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About this book

This book constitutes the refereed proceedings of the 16th Industrial Conference on Advances in Data Mining, ICDM 2016, held in New York, NY, USA, in July 2016.

The 33 revised full papers presented were carefully reviewed and selected from 100 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 in process control, industry, and society.

Table of contents (33 chapters)

Table of contents (33 chapters)
  • Induction of Model Trees for Predicting BOD in River Water: A Data Mining Perspective

    Pages 1-13

    Mangai, J. Alamelu (et al.)

  • Efficient Mining of High Average-Utility Itemsets with Multiple Minimum Thresholds

    Pages 14-28

    Lin, Jerry Chun-Wei (et al.)

  • Data Mining in Medicine: Relationship of Scoliotic Spine Curvature to the Movement Sequence of Lateral Bending Positions

    Pages 29-40

    Jalalian, Athena (et al.)

  • A Data Mining-Based Approach for Exploiting the Characteristics of University Lecturers

    Pages 41-53

    Do, Thuc-Doan (et al.)

  • Incremental Response Modeling Based on Segmentation Approach Using Uplift Decision Trees

    Pages 54-63

    Kondareddy, Sankara Prasad (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-319-41561-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • Immediate eBook download after purchase and usable on all devices
  • Bulk discounts available
Softcover $84.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Data Mining. Applications and Theoretical Aspects
Book Subtitle
16th Industrial Conference, ICDM 2016, New York, NY, USA, July 13-17, 2016. Proceedings
Editors
  • Petra Perner
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9728
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-41561-1
DOI
10.1007/978-3-319-41561-1
Softcover ISBN
978-3-319-41560-4
Edition Number
1
Number of Pages
IX, 446
Number of Illustrations
144 b/w illustrations
Topics