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Communications in Computer and Information Science

Data Mining

15th Australasian Conference, AusDM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers

Editors: Boo, Y.L., Stirling, D., Chi, L., Liu, L., Ong, K.-L., Williams, G. (Eds.)

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About this book

This book constitutes the refereed proceedings of the 15th Australasian Conference on Data Mining, AusDM 2017, held in Melbourne, VIC, Australia, in August 2017.

The 17 revised full papers presented together with 11 research track papers and 6 application track papers were carefully reviewed and selected from 31 submissions. The papers are organized in topical sections on clustering and classification; big data; time series; outlier detection and applications; social media and applications.

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification Problem

    Pages 3-23

    Li, Jinyan (et al.)

  • Rank Forest: Systematic Attribute Sub-spacing in Decision Forest

    Pages 24-37

    Babar, Zaheer (et al.)

  • Performance Evaluation of a Distributed Clustering Approach for Spatial Datasets

    Pages 38-56

    Bendechache, Malika (et al.)

  • Patched Completed Local Binary Pattern is an Effective Method for Neuroblastoma Histological Image Classification

    Pages 57-71

    Gheisari, Soheila (et al.)

  • An Improved Naive Bayes Classifier-Based Noise Detection Technique for Classifying User Phone Call Behavior

    Pages 72-85

    Sarker, Iqbal H. (et al.)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-981-13-0292-3
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.00
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Data Mining
Book Subtitle
15th Australasian Conference, AusDM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers
Editors
  • Yee Ling Boo
  • David Stirling
  • Lianhua Chi
  • Lin Liu
  • Kok-Leong Ong
  • Graham Williams
Series Title
Communications in Computer and Information Science
Series Volume
845
Copyright
2018
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-13-0292-3
DOI
10.1007/978-981-13-0292-3
Softcover ISBN
978-981-13-0291-6
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XII, 277
Number of Illustrations
74 b/w illustrations
Topics

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