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Data Mining

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

  • Rafiqul Islam
  • Yun Sing Koh
  • Yanchang Zhao
  • Graco Warwick
  • David Stirling
  • Chang-Tsun Li
  • Zahidul Islam
Conference proceedings AusDM 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 996)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Classification Tasks

    1. Front Matter
      Pages 1-1
    2. Md Abul Bashar, Richi Nayak, Nicolas Suzor, Bridget Weir
      Pages 3-16
    3. Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md. Abdul Masud
      Pages 30-42
    4. Darren Yates, Md Zahidul Islam, Junbin Gao
      Pages 43-55
    5. Ryoma Ohira, Md. Saiful Islam, Jun Jo, Bela Stantic
      Pages 56-68
  3. Transport, Environment and Energy

    1. Front Matter
      Pages 81-81
    2. Hamish Huggard, Yun Sing Koh, Patricia Riddle, Gustavo Olivares
      Pages 94-106
  4. Applied Data Mining

    1. Front Matter
      Pages 121-121
    2. Rimmal Nadeem, X. Rosalind Wang, Caslon Chua
      Pages 123-134
    3. Sanaz Nikfalazar, Chung-Hsing Yeh, Susan Bedingfield, Hadi Akbarzadeh Khorshidi
      Pages 135-148
    4. Hendi Lie, Darren Lukas, Jonathan Liebig, Richi Nayak
      Pages 149-160
    5. Hamilton Link, Samuel N. Richter, Vitus J. Leung, Randy C. Brost, Cynthia A. Phillips, Andrea Staid
      Pages 175-186
  5. Privacy and Clustering

    1. Front Matter
      Pages 187-187
    2. Sirintra Vaiwsri, Thilina Ranbaduge, Peter Christen
      Pages 189-202
    3. Yanfeng Shu, Stephen Hardy, Brian Thorne
      Pages 203-215
    4. Areej Alsini, Amitava Datta, Du Q. Huynh, Jianxin Li
      Pages 216-227
    5. Tahereh Pourhabibi, Yee Ling Boo, Kok-Leong Ong, Booi Kam, Xiuzhen Zhang
      Pages 228-240
    6. Sattar Seifollahi, Massimo Piccardi, Ehsan Zare Borzeshi, Bernie Kruger
      Pages 241-252
    7. Francisco de Assis Rodrigues dos Anjos, Jadson Castro Gertrudes, Jörg Sander, Ricardo J. G. B. Campello
      Pages 253-265
  6. Statistics in Data Science

    1. Front Matter
      Pages 267-267
    2. Hien D. Nguyen, Andrew T. Jones, Geoffrey J. McLachlan
      Pages 269-280
    3. Chao Sun, King Tao Jason Ng, Philip Henville, Roman Marchant
      Pages 289-302
  7. Health, Software and Smart Phone

    1. Front Matter
      Pages 303-303
    2. Qiming Hu, Jie Yang, Khin Than Win, Xufeng Huang
      Pages 305-317
    3. David Tse Jung Huang, Yun Sing Koh, Gillian Dobbie
      Pages 318-330
  8. Image Data Mining

    1. Front Matter
      Pages 345-345
    2. Toufique Ahmed Soomro, Junbin Gao, Zheng Lihong, Ahmed J. Afifi, Shafiullah Soomro, Manoranjan Paul
      Pages 347-359
    3. Yijun Quan, Xufeng Lin, Chang-Tsun Li
      Pages 372-383
  9. Industry Showcase

  10. Back Matter
    Pages 397-398

About these proceedings

Introduction

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.

Keywords

artificial intelligence computer crime data mining data security decision trees image processing learning algorithms machine learning privacy preserving social networks Support Vector Machines (SVM)

Editors and affiliations

  1. 1.School of Computing and MathematicsCharles Sturt UniversityAlburyAustralia
  2. 2.University of AucklandAucklandNew Zealand
  3. 3.CSIRO Scientific ComputingCanberraAustralia
  4. 4.Data Science and EngineeringAustralian Taxation OfficeCanberraAustralia
  5. 5.Department of Information TechnologyUniversity of WollongongWollongongAustralia
  6. 6.School of Computing and MathematicsCharles Sturt UniversityWagga WaggaAustralia
  7. 7.School of Computing and MathematicsCharles Sturt UniversityBathurstAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-6661-1
  • Copyright Information Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-13-6660-4
  • Online ISBN 978-981-13-6661-1
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site