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Advanced Data Mining and Applications

12th International Conference, ADMA 2016, Gold Coast, QLD, Australia, December 12-15, 2016, Proceedings

  • Jinyan Li
  • Xue Li
  • Shuliang Wang
  • Jianxin Li
  • Quan Z. Sheng

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10086)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10086)

Table of contents

  1. Front Matter
    Pages I-XVI
  2. Spotlight Research Papers

    1. Front Matter
      Pages 1-1
    2. Christopher Bartley, Wei Liu, Mark Reynolds
      Pages 3-18
    3. Thin Nguyen, Svetha Venkatesh, Dinh Phung
      Pages 19-34
    4. Majdi Khalid, Indrakshi Ray, Hamidreza Chitsaz
      Pages 35-49
    5. Lu Liu, Lei Duan, Hao Yang, Jyrki Nummenmaa, Guozhu Dong, Pan Qin
      Pages 50-64
    6. Ba-Dung Le, Hung Nguyen, Hong Shen
      Pages 65-80
    7. Renato Keshet, Alina Maor, George Kour
      Pages 81-94
    8. Victor W. Chu, Raymond K. Wong, Fang Chen, Chi-Hung Chi
      Pages 95-110
    9. Kien Do, Truyen Tran, Dinh Phung, Svetha Venkatesh
      Pages 111-125
    10. Shichao Zhang, Lifeng Yang, Yonggang Li, Yan Luo, Xiaofeng Zhu
      Pages 126-141
    11. Sanad Al-Maskari, Wenping Guo, Xiaoming Zhao
      Pages 142-155
    12. Wei He, Xiaofeng Zhu, Yonggang Li, Rongyao Hu, Yonghua Zhu, Shichao Zhang
      Pages 172-187
    13. Chantana Chantrapornchai, Chidchanok Choksuchat
      Pages 188-202
    14. Ali Shemshadi, Quan Z. Sheng, Yongrui Qin, Ali Alzubaidi
      Pages 203-218
    15. Ali A. Al-kharaz, Xiaohui Tao, Ji Zhang, Raid Lafta
      Pages 219-233
    16. Qian Liu, Jinyan Li, Limsoon Wong, Kotagiri Ramamohanarao
      Pages 234-249
    17. Wenjie Ruan, Leon Chea, Quan Z. Sheng, Lina Yao
      Pages 250-265
    18. Bohan Li, Chao Zhang, Weitong Chen, Yingbao Yang, Shaohong Feng, Qiqian Zhang et al.
      Pages 266-279
  3. Research Papers

    1. Front Matter
      Pages 281-281
    2. Natalie Jane de Vries, Ahmed Shamsul Arefin, Luke Mathieson, Benjamin Lucas, Pablo Moscato
      Pages 283-297
    3. Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang
      Pages 298-311
    4. Guangtao Wang, Xiaomei Yang, Xiaoyan Zhu
      Pages 312-328
    5. Gonzalo A. Bello, Steve Harenberg, Abhishek Agrawal, Nagiza F. Samatova
      Pages 329-344
    6. Asif Zaman, Md. Anisuzzaman Siddique, Annisa, Yasuhiko Morimoto
      Pages 345-360
    7. Hong Yu, Yahong Lian, Shuotao Yang, Linlin Tian, Xiaowei Zhao
      Pages 361-373
    8. Jinyan Li, Simon Fong, Meng Yuan, Raymond K. Wong
      Pages 374-390
    9. Mandar S. Chaudhary, Doel L. Gonzalez II, Gonzalo A. Bello, Michael P. Angus, Dhara Desai, Steve Harenberg et al.
      Pages 391-405
    10. Noha Alduaiji, Jianxin Li, Amitava Datta, Xiaolu Lu, Wei Liu
      Pages 406-419
    11. Haripriya Harikumar, Thin Nguyen, Santu Rana, Sunil Gupta, Ramachandra Kaimal, Svetha Venkatesh
      Pages 420-433
    12. Xin Wang, Songlei Jian, Kai Lu, Xiaoping Wang
      Pages 434-444
    13. Furong Peng, Xuan Lu, Jianfeng Lu, Richard Yi-Da Xu, Cheng Luo, Chao Ma et al.
      Pages 445-458
    14. Dongxu Shao, Tianyou Zhang, Kamal Mannar, Yue Han
      Pages 459-471
    15. Jiang Zhong, You Xiong, Weili Guo, Jingyi Xie
      Pages 472-480
    16. Ciprian-Octavian Truică, Jérôme Darmont, Julien Velcin
      Pages 481-494
    17. Hanning Yuan, Shuliang Wang, Yang Yu, Ming Zhong
      Pages 495-506
    18. Xiujuan Xu, Benzhe Su, Xiaowei Zhao, Zhenzhen Xu, Quan Z. Sheng
      Pages 507-519
    19. Haripriya Harikumar, Thin Nguyen, Sunil Gupta, Santu Rana, Ramachandra Kaimal, Svetha Venkatesh
      Pages 520-533
    20. Linjiang Zheng, Qisen Feng, Weining Liu, Xin Zhao
      Pages 534-546
    21. Md Nasim Adnan, Md Zahidul Islam
      Pages 558-566
    22. Xueming Li, Chaoyang zhang, Guangwei Chen, Xiaoteng Sun, Qi Zhang, Haomin Yang
      Pages 580-590
    23. Steve Harenberg, Ramona G. Seay, Gonzalo A. Bello, Rada Y. Chirkova, P. Murali Doraiswamy, Nagiza F. Samatova
      Pages 604-618
    24. Nitish Mittal, Swati Agarwal, Ashish Sureka
      Pages 619-635
    25. Fang Wang, Ze Yang, Zhoujun Li, Jianshe Zhou
      Pages 636-650
    26. Shivapratap Gopakumar, Truyen Tran, Dinh Phung, Svetha Venkatesh
      Pages 651-663
    27. Wei Emma Zhang, Quan Z. Sheng, Ermyas Abebe, M. Ali Babar, Andi Zhou
      Pages 664-676

About these proceedings

Introduction

This book constitutes the proceedings of the 12th International Conference on Advanced Data Mining and Applications, ADMA 2016, held in Gold Coast, Australia, in December 2016.

The 70 papers presented in this volume were carefully reviewed and selected from 105 submissions. The selected papers covered a wide variety of important topics in the area of data mining, including parallel and distributed data mining algorithms, mining on data streams, graph mining, spatial data mining, multimedia data mining, Web mining, the Internet of Things, health informatics, and biomedical data mining.

Keywords

big data data mining multi-agent system parallel processing swarm optimization clustering computer mediated communication document-oriented databases feature selection information security intelligent system internet of things machine learning recommender system recurrent neural networks smartphone and mobile networks social networks SVM visualization Web of things

Editors and affiliations

  • Jinyan Li
    • 1
  • Xue Li
    • 2
  • Shuliang Wang
    • 3
  • Jianxin Li
    • 4
  • Quan Z. Sheng
    • 5
  1. 1.University of Technology SydneyAustralia
  2. 2.University of Queensland BrisbaneAustralia
  3. 3.Beijing Institute of Technology BeijingChina
  4. 4.University of Western Australia CrawleyAustralia
  5. 5.University of Adelaide AdelaideAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-49586-6
  • Copyright Information Springer International Publishing AG 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-49585-9
  • Online ISBN 978-3-319-49586-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site