Communications in Computer and Information Science

Data Mining

16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28–30, 2018, Revised Selected Papers

Editors: Islam, R., Koh, Y.S., Zhao, Y., Warwick, G., Stirling, D., Li, C.-T., Islam, Z. (Eds.)

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  • ISBN 978-981-13-6661-1
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Softcover $99.99
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  • ISBN 978-981-13-6660-4
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About this book

This book constitutes the refereed proceedings of the 16th Australasian Conference on Data Mining, AusDM 2018, held in Bathurst, NSW, Australia, in November 2018.

The 27 revised full papers presented together with 3 short papers were carefully reviewed and selected from 80 submissions. The papers are organized in topical sections on classification task; transport, environment, and energy; applied data mining; privacy and clustering; statistics in data science; health, software and smartphone; image data mining; industry showcase.

Table of contents (30 chapters)

Table of contents (30 chapters)
  • Misogynistic Tweet Detection: Modelling CNN with Small Datasets

    Bashar, Md Abul (et al.)

    Pages 3-16

  • Multiple Support Vector Machines for Binary Text Classification Based on Sliding Window Technique

    Albqmi, Aisha Rashed (et al.)

    Pages 17-29

  • High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder

    Mahmud, Mohammad Sultan (et al.)

    Pages 30-42

  • SPAARC: A Fast Decision Tree Algorithm

    Yates, Darren (et al.)

    Pages 43-55

  • LCS Based Diversity Maintenance in Adaptive Genetic Algorithms

    Ohira, Ryoma (et al.)

    Pages 56-68

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-981-13-6661-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-981-13-6660-4
  • 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
16th Australasian Conference, AusDM 2018, Bahrurst, NSW, Australia, November 28–30, 2018, Revised Selected Papers
Editors
  • Rafiqul Islam
  • Yun Sing Koh
  • Yanchang Zhao
  • Graco Warwick
  • David Stirling
  • Chang-Tsun Li
  • Zahidul Islam
Series Title
Communications in Computer and Information Science
Series Volume
996
Copyright
2019
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-13-6661-1
DOI
10.1007/978-981-13-6661-1
Softcover ISBN
978-981-13-6660-4
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XV, 398
Number of Illustrations
77 b/w illustrations, 100 illustrations in colour
Topics