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Advanced Data Mining and Applications

15th International Conference, ADMA 2019, Dalian, China, November 21–23, 2019, Proceedings

  • Jianxin Li
  • Sen Wang
  • Shaowen Qin
  • Xue Li
  • Shuliang Wang
Conference proceedings ADMA 2019

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11888)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11888)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. Data Mining Foundations

    1. Front Matter
      Pages 1-1
    2. Acquah Hackman, Yu Huang, Philip S. Yu, Vincent S. Tseng
      Pages 3-16
    3. Han Han, Yunwei Zhao, Can Wang, Min Shu, Tao Peng, Chi-Hung Chi et al.
      Pages 17-33
    4. Yun Han, Donghai Guan, Weiwei Yuan
      Pages 34-47
    5. Mo Li, Junchang Xin, Zhiqiong Wang, Huilin Liu
      Pages 48-62
    6. Yun Li, Ziheng Wang, Jing Chen, Fei Wang, Jiajie Xu
      Pages 63-78
    7. Kaveh Mahdavi, Jesus Labarta, Judit Gimenez
      Pages 79-94
    8. Jiali Pang, Donghai Guan, Weiwei Yuan
      Pages 95-106
    9. Benoit Vuillemin, Lionel Delphin-Poulat, Rozenn Nicol, Laetitia Matignon, Salima Hassas
      Pages 119-134
    10. Zhimin Zhang, Weitong Chen, Chengyu Liu, Yun Kang, Feng Liu, Yuwen Li et al.
      Pages 151-165
  3. Classification and Clustering Methods

    1. Front Matter
      Pages 167-167
    2. Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, Unil Yun
      Pages 169-184
    3. Paul Grant, Md Zahidul Islam
      Pages 185-194
  4. Recommender Systems

    1. Front Matter
      Pages 205-205
    2. May S. Altulyan, Chaoran Huang, Lina Yao, Xianzhi Wang, Salil Kanhere, Yunajiang Cao
      Pages 207-220
    3. Yizhu Cai, Mo Li, Junchang Xin
      Pages 221-235
    4. Robert A. Kłopotek, Mieczysław A. Kłopotek
      Pages 236-249
    5. Jingwei Ma, Mingyang Zhong, Jiahui Wen, Weitong Chen, Xiaofang Zhou, Xue Li
      Pages 250-265
    6. Rubai Mao, Zhe Han, Zitu Liu, Yong Liu, Xingfeng Lv, Ping Xuan
      Pages 266-274
  5. Social Network and Social Media

    1. Front Matter
      Pages 275-275
    2. Xiaocong Chen, Chaoran Huang, Xiang Zhang, Xianzhi Wang, Wei Liu, Lina Yao
      Pages 288-301
    3. Humayun Kayesh, Md. Saiful Islam, Junhu Wang
      Pages 316-330
    4. Arun Chaitanya Mandalapu, Saranya Gunabalan, Avinash Sadineni, Taotao Cai, Nur Al Hasan Haldar, Jianxin Li
      Pages 331-342
    5. Can Wang, Zhonghao Sun, Yunwei Zhao, Chi-Hung Chi, Willem-Jan van den Heuvel, Kwok-Yan Lam et al.
      Pages 343-358
    6. Yunwei Zhao, Can Wang, Han Han, Willem-Jan van den Heuvel, Chi-Hung Chi, Weimin Li
      Pages 359-369
  6. Behavior Modeling and User Profiling

    1. Front Matter
      Pages 371-371
    2. Weitong Chen, Lin Yue, Bohan Li, Can Wang, Quan Z. Sheng
      Pages 373-388
    3. Meng-Chieh Lee, Yu Huang, Josh Jia-Ching Ying, Chien Chen, Vincent S. Tseng
      Pages 389-405
    4. Zhihui Li, Wenhe Liu, Xiaojun Chang, Lina Yao, Mahesh Prakash, Huaxiang Zhang
      Pages 406-420
    5. Ying Niu, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin et al.
      Pages 421-430
    6. Siyu Ren, Guanghao Jin, Kunliang Liu, Yukuan Sun, Jiayu Liang, Shiling Jiang et al.
      Pages 431-443
  7. Text and Multimedia Mining

    1. Front Matter
      Pages 445-445
    2. Nigel Franciscus, Junhu Wang, Bela Stantic
      Pages 447-461
    3. Weixiang Li, Wei Jie, Somaiyeh Mahmoudzadeh
      Pages 489-500
    4. Molefe Vicky Mleya, Weiqi Li, Jiayu Liang, Kunliang Liu, Yunkuan Sun, Guanghao Jin et al.
      Pages 501-515
    5. Pengju Zhang, Chunmiao Yuan, Kunliang Liu, Yukuan Sun, Jiayu Liang, Guanghao Jin et al.
      Pages 526-534
    6. Chunjun Zheng, Chunli Wang, Wei Sun, Ning Jia
      Pages 535-547
    7. Jiayi Zhu, Senjian An, Wanquan Liu, Ling Li
      Pages 548-561
  8. Spatial-Temporal Data

    1. Front Matter
      Pages 563-563
    2. Yunyao Cheng, Bin Wu, Li Song, Chuan Shi
      Pages 565-578
    3. Niyonzima Ibrahim, Shuliang Wang, Boxiang Zhao
      Pages 579-588

About these proceedings

Introduction

This book constitutes the proceedings of the 15th International Conference on Advanced Data Mining and Applications, ADMA 2019, held in Dalian, China in November 2019.

The 39 full papers presented together with 26 short papers and 2 demo papers were carefully reviewed and selected from 170 submissions. The papers were organized in topical sections named: Data Mining Foundations; Classification and Clustering Methods; Recommender Systems; Social Network and Social Media; Behavior Modeling and User Profiling; Text and Multimedia Mining; Spatial-Temporal Data; Medical and Healthcare Data/Decision Analytics; and Other Applications.

Keywords

data mining clustering social networks social media text mining multimedia mining big data web of things spacio-temporal data behavior modelling user profiling identification decision analytics data analytics machine learning recommender systems prediction computer systems engineering signal processing

Editors and affiliations

  1. 1.Deakin UniversityBurwoodAustralia
  2. 2.The University of QueenslandSt. LuciaAustralia
  3. 3.Flinders UniversityBedford ParkAustralia
  4. 4.Dalian Neusoft University of InformationDalianChina
  5. 5.Beijing Institute of TechnologyBeijingChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-35231-8
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-35230-1
  • Online ISBN 978-3-030-35231-8
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site