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Trends and Applications in Knowledge Discovery and Data Mining

PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers

  • Mohadeseh Ganji
  • Lida Rashidi
  • Benjamin C. M. Fung
  • Can Wang
Conference proceedings PAKDD 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11154)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11154)

Table of contents

  1. Front Matter
    Pages I-XX
  2. Big Data Analytics for Social Computing (BDASC)

    1. Front Matter
      Pages 1-1
    2. Senuri Wijenayake, Timothy Graham, Peter Christen
      Pages 3-15
    3. Zhun Zhong, Zongmin Li, Runlin Li, Xiaoxia Sun
      Pages 16-26
    4. Liang Zheng, Yali Zhao, Shengjin Wang, Jingdong Wang, Yi Yang, Qi Tian
      Pages 27-39
    5. Md Shahzamal, Raja Jurdak, Bernard Mans, Ahmad El Shoghri, Frank De Hoog
      Pages 53-65
    6. Ibrahim A. Ibrahim, Abdulqader M. Almars, Suresh Pokharel, Xin Zhao, Xue Li
      Pages 66-79
    7. Chengyuan Zhang, Lei Zhu, Weiren Yu, Jun Long, Fang Huang, Hongbo Zhao
      Pages 80-92
    8. Jun Long, Lei Zhu, Chengyuan Zhang, Shuangqiao Lin, Zhan Yang, Xinpan Yuan
      Pages 93-107
    9. Chengyuan Zhang, Lei Zhu, Jun Long, Shuangqiao Lin, Zhan Yang, Wenti Huang
      Pages 108-120
    10. Meng Xu, Jiajun Cheng, Lixiang Guo, Pei Li, Xin Zhang, Hui Wang
      Pages 128-134
  3. Australasian Workshop on Machine Learning for Cyber-Security (ML4Cyber)

    1. Front Matter
      Pages 135-135
    2. Omaru Maruatona, Peter Vamplew, Richard Dazeley, Paul A. Watters
      Pages 137-141
    3. Lefeng Zhang, Ping Xiong, Tianqing Zhu
      Pages 142-148
    4. Ansam Khraisat, Iqbal Gondal, Peter Vamplew
      Pages 149-155
    5. K. Millar, A. Cheng, H. G. Chew, C.-C. Lim
      Pages 156-161
    6. Md. Moniruzzaman, Adil Bagirov, Iqbal Gondal, Simon Brown
      Pages 162-167
    7. Boxiao Pan, Dongfeng Yuan, Weiwei Sun, Cong Liang, Dongyang Li
      Pages 168-173
    8. Hao Chen, Jun Liu, Yanzhang Lv
      Pages 174-180
    9. Jayson Pryde, Nestle Angeles, Sheryl Kareen Carinan
      Pages 181-185
    10. Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Junichi Tsurumi, Tomoyuki Haga et al.
      Pages 186-192
  4. Biologically-Inspired Techniques for Knowledge Discovery and Data Mining (BDM)

    1. Front Matter
      Pages 193-193
    2. Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
      Pages 195-206
    3. Thuc Duy Le, Taosheng Xu, Lin Liu, Hu Shu, Tao Hoang, Jiuyong Li
      Pages 207-218
    4. Yiqing Zhang, Yimeng Dai, Jianzhong Qi, Xinxing Xu, Rui Zhang
      Pages 219-232
    5. Runkun Lu, Jianwei Liu, Siming Lian, Xin Zuo
      Pages 233-242
    6. Abdul Rauf Khan, Henrik Schiøler, Mohamed Zaki, Murat Kulahci
      Pages 256-266
    7. Jie Jiang, Yulin He, Joshua Zhexue Huang
      Pages 267-279
  5. Pacific Asia Workshop on Intelligence and Security Informatics (PAISI)

  6. Data Mining for Energy Modeling and Optimization (DaMEMO)

    1. Front Matter
      Pages 331-331
    2. Mashud Rana, Ashfaqur Rahman, Liwan Liyanage, Mohammed Nazim Uddin
      Pages 333-344
    3. Sean Hsin-Shyuan Lee, Jeremiah D. Deng, Martin K. Purvis, Maryam Purvis, Lizhi Peng
      Pages 345-356
  7. Back Matter
    Pages 369-370

Other volumes

  1. 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part I
  2. 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part II
  3. 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part III
  4. Trends and Applications in Knowledge Discovery and Data Mining
    PAKDD 2018 Workshops, BDASC, BDM, ML4Cyber, PAISI, DaMEMO, Melbourne, VIC, Australia, June 3, 2018, Revised Selected Papers

About these proceedings

Introduction

This book constitutes the thoroughly refereed post-workshop proceedings at PAKDD Workshops 2018, held in conjunction with the 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2018, in Melbourne, Australia, in June 2018.

The 32 revised papers presented were carefully reviewed and selected from 46 submissions. The workshops affiliated with PAKDD 2018 include: Workshop on Big Data Analytics for Social Computing, BDASC, Australasian Workshop on Machine Learning for Cyber-security, ML4Cyber, Workshop on Biologically-inspired Techniques for Knowledge Discovery and Data Mining, BDM, Pacific Asia Workshop on Intelligence and Security Informatics, PAISI, and Workshop on Data Mining for Energy Modeling and Optimization, DaMEMO.

Keywords

artificial intelligence classification computational biology computer crime computer forensics computer networks data mining data security genetic algorithms learning algorithms machine learning neural networks pattern recognition semantics social networking social networks support vector machines svm telecommunication networks world wide web

Editors and affiliations

  1. 1.University of MelbourneMelbourneAustralia
  2. 2.University of MelbourneMelbourneAustralia
  3. 3.McGill UniversityMontrealCanada
  4. 4.Griffith UniversityGold CoastAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-04503-6
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-04502-9
  • Online ISBN 978-3-030-04503-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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