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Advanced Data Mining and Applications

14th International Conference, ADMA 2018, Nanjing, China, November 16–18, 2018, Proceedings

  • Guojun Gan
  • Bohan Li
  • Xue Li
  • Shuliang Wang
Conference proceedings ADMA 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11323)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11323)

Table of contents

  1. Front Matter
    Pages I-XIV
  2. Data Mining Foundations

    1. Front Matter
      Pages 1-1
    2. Abdullah Albarrak, Sanad Al-Maskari, Ibrahim A. Ibrahim, Abdulqader M. Almars
      Pages 3-16
    3. Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud
      Pages 17-30
    4. Zhang Peng, Zhou Liang
      Pages 42-54
    5. Kai Chen, Donghai Guan, Weiwei Yuan, Bohan Li, Asad Masood Khattak, Omar Alfandi
      Pages 55-65
    6. Wiem Chebil, Lina F. Soualmia, Mohamed Nazih Omri
      Pages 66-79
    7. Md. Nasim Adnan, Md. Zahidul Islam, Md. Mostofa Akbar
      Pages 80-94
    8. Xiaodong Zhu, Ji Zhang, Zewen Hu, Hongzhou Li, Liang Chang, Youwen Zhu et al.
      Pages 95-104
  3. Big Data

    1. Front Matter
      Pages 117-117
    2. Manish Bhanu, Shalini Priya, Sourav Kumar Dandapat, Joydeep Chandra, João Mendes-Moreira
      Pages 119-128
    3. Chao Wang, Jing Li, KeXin Li, Yi Zhuang
      Pages 129-139
    4. Zhongbin Li, Haiyan Chen, Jiaming Ge, Kunpeng Ning
      Pages 160-169
    5. Yun Du, Xin Guo, Chenyang Shi, Yifan Zhu, Bohan Li
      Pages 170-177
    6. Xiaocui Li, Yangtao Wang, Xinyu Zhang, Ke Zhou, Chunhua Li
      Pages 211-223
    7. Majigsuren Enkhsaikhan, Wei Liu, Eun-Jung Holden, Paul Duuring
      Pages 224-237
    8. Junyang Qiu, Wei Luo, Surya Nepal, Jun Zhang, Yang Xiang, Lei Pan
      Pages 238-254
    9. Qiangqiang Zhao, Lingfeng Tao, Maosheng Li, Peng Hong
      Pages 255-262
    10. Li Song, Ruijia Wang, Ding Xiao, Xiaotian Han, Yanan Cai, Chuan Shi
      Pages 263-277
  4. Text and Multimedia Mining

    1. Front Matter
      Pages 279-279
    2. Tomonari Masada, Atsuhiro Takasu
      Pages 292-302
    3. Yeting Li, Xiaoying Mou, Haiming Chen
      Pages 303-317
    4. Kai Wang, Donghai Guan, Bohan Li
      Pages 318-328
    5. Qiuyan Shi, Yongli Wang, Jianhong Sun, Anmin Fu
      Pages 329-338
    6. Kai Zhou, Qun Yang
      Pages 339-352
    7. Shuo Wan, Bohan Li, Anman Zhang, Kai Wang, Xue Li
      Pages 353-363
    8. Xin Wan, Chen Li, Ruijia Wang, Ding Xiao, Chuan Shi
      Pages 364-377
  5. Miscellaneous Topics

    1. Front Matter
      Pages 379-379
    2. Zahra Vahidi Ferdousi, Dario Colazzo, Elsa Negre
      Pages 381-391
    3. Philippe Fournier-Viger, Yimin Zhang, Jerry Chun-Wei Lin, Yun Sing Koh
      Pages 392-402
    4. Hanning Yuan, Kanokwan Malang, Yuanyuan Lv, Aniwat Phaphuangwittayakul
      Pages 413-427
    5. Jiang Zhong, Chen Wang, Qi Li, Qing Li
      Pages 434-444
    6. Peng Tang, Weidong Qiu, Zheng Huang, Huijuan Lian, Guozhen Liu
      Pages 445-454
    7. Abdulqader M. Almars, Ibrahim A. Ibrahim, Xin Zhao, Sanad Al-Maskari
      Pages 455-464
    8. Xiaoxiang Zhu, Zhengyou Xia
      Pages 465-473
    9. Xuan Lan, Lei Duan, Wen Chen, Ruiqi Qin, Timo Nummenmaa, Jyrki Nummenmaa
      Pages 474-488
    10. Xiaoxiang Zhu, Zhengyou Xia
      Pages 489-498
    11. Kai Wang, Bohan Li, Shuo Wan, Anman Zhang, Donghai Guan
      Pages 499-513
  6. Back Matter
    Pages 531-532

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 14th International Conference on Advanced Data Mining and Applications, ADMA 2018, held in Nanjing, China in November 2018.
The 23 full and 22 short papers presented in this volume were carefully reviewed and selected from 104 submissions. The papers were organized in topical sections named: Data Mining Foundations; Big Data; Text and Multimedia Mining; Miscellaneous Topics.

Keywords

artificial intelligence classification clustering computer networks data communication systems data mining data security databases information retrieval internet knowledge-based system natural language processing systems neural networks semantics signal processing social networks Support Vector Machines (SVM) telecommunication networks World Wide Web

Editors and affiliations

  • Guojun Gan
    • 1
  • Bohan Li
    • 2
  • Xue Li
    • 3
  • Shuliang Wang
    • 4
  1. 1.University of ConnecticutStorrsUSA
  2. 2.Nanjing University of Aeronautics and AstronauticsNanjingChina
  3. 3.The University of QueenslandBrisbaneAustralia
  4. 4.Beijing Institute of TechnologyBeijingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-05090-0
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-05089-4
  • Online ISBN 978-3-030-05090-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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