Lecture Notes in Artificial Intelligence

Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2016 Workshops, BDM, MLSDA, PACC, WDMBF, Auckland, New Zealand, April 19, 2016, Revised Selected Papers

Editors: Cao, Huiping, Li, Jinyan, Wang, Ruili (Eds.)

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eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-42996-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-42995-3
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About this book

This book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2016, held in conjunction with PAKDD, the 20th Pacific-Asia Conference on Knowledge Discovery and Data Mining in Auckland, New Zealand, in April 2016.

The 23 revised papers presented were carefully reviewed and selected from 38 submissions. The workshops affiliated with PAKDD 2016 include: Biologically Inspired Data Mining Techniques, BDM; Machine Learning for Sensory Data Analysis, MLSDA; Predictive Analytics for Critical Care, PACC; as well as Data Mining in Business and Finance, WDMBF.

Table of contents (24 chapters)

  • Towards a New Evolutionary Subsampling Technique for Heuristic Optimisation of Load Disaggregators

    Mayo, Michael (et al.)

    Pages 3-14

  • Neural Choice by Elimination via Highway Networks

    Tran, Truyen (et al.)

    Pages 15-25

  • Attribute Selection and Classification of Prostate Cancer Gene Expression Data Using Artificial Neural Networks

    Tirumala, Sreenivas Sremath (et al.)

    Pages 26-34

  • An Improved Self-Structuring Neural Network

    Mohammad, Rami M. (et al.)

    Pages 35-47

  • Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification

    He, Yulin (et al.)

    Pages 48-60

Buy this book

eBook $54.99
price for USA in USD (gross)
  • ISBN 978-3-319-42996-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
  • ISBN 978-3-319-42995-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Trends and Applications in Knowledge Discovery and Data Mining
Book Subtitle
PAKDD 2016 Workshops, BDM, MLSDA, PACC, WDMBF, Auckland, New Zealand, April 19, 2016, Revised Selected Papers
Editors
  • Huiping Cao
  • Jinyan Li
  • Ruili Wang
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
9794
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-42996-0
DOI
10.1007/978-3-319-42996-0
Softcover ISBN
978-3-319-42995-3
Edition Number
1
Number of Pages
XIII, 282
Number of Illustrations and Tables
84 b/w illustrations
Topics