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Database Systems for Advanced Applications

23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II

  • Jian Pei
  • Yannis Manolopoulos
  • Shazia Sadiq
  • Jianxin Li

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10828)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 10828)

Table of contents

  1. Front Matter
    Pages I-XXIV
  2. Medical Data Mining

    1. Front Matter
      Pages 1-1
    2. Lu Wang, Wei Zhang, Xiaofeng He, Hongyuan Zha
      Pages 3-19
    3. Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang et al.
      Pages 20-36
    4. Xiao Xu, Ying Wang, Tao Jin, Jianmin Wang
      Pages 37-52
    5. Xinhuan Chen, Yong Zhang, Kangzhi Zhao, Qingcheng Hu, Chunxiao Xing
      Pages 53-71
  3. Security and Privacy

    1. Front Matter
      Pages 73-73
    2. Qing Qian, Zhixu Li, Pengpeng Zhao, Wei Chen, Hongzhi Yin, Lei Zhao
      Pages 75-91
    3. Yanhui Li, Guoren Wang, Ye Yuan, Xin Cao, Long Yuan, Xuemin Lin
      Pages 92-111
    4. Ningning Cui, Xiaochun Yang, Leixia Wang, Bin Wang, Jianxin Li
      Pages 112-129
    5. Wei Yang, Yang Xu, Yiwen Nie, Yao Shen, Liusheng Huang
      Pages 130-146
  4. Search and Information Retrieval

    1. Front Matter
      Pages 147-147
    2. Zhihui Yang, Jiyang Gong, Chaoying Liu, Yinan Jing, Zhenying He, Kai Zhang et al.
      Pages 149-165
    3. Ming Zhong, Ying Wang, Yuanyuan Zhu
      Pages 166-183
    4. Feng Liu, Ruiming Tang, Xutao Li, Yunming Ye, Huifeng Guo, Xiuqiang He
      Pages 184-200
  5. Query Processing and Optimizations

    1. Front Matter
      Pages 209-209
    2. Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa
      Pages 211-227
    3. Tao Zhu, Donghui Wang, Huiqi Hu, Weining Qian, Xiaoling Wang, Aoying Zhou
      Pages 228-246
    4. Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
      Pages 247-263
    5. Junchang Xin, Mo Li, Wangzihao Xu, Yizhu Cai, Minhua Lu, Zhiqiong Wang
      Pages 264-279
  6. Data Quality and Crowdsourcing

    1. Front Matter
      Pages 281-281
    2. Yu Qiu, Zijing Tan, Kejia Yang, Weidong Yang, Xiangdong Zhou, Naiwang Guo
      Pages 283-300
    3. Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu
      Pages 301-317
    4. Tianyu Zhu, Qi Liu, Zhenya Huang, Enhong Chen, Defu Lian, Yu Su et al.
      Pages 318-335
    5. Yanling Cui, Beihong Jin, Fusang Zhang, Tingjian Ge
      Pages 336-352
    6. Lingli Li, Xu Feng, Hongyu Shao, Jinbao Li
      Pages 370-385
    7. Jianwen Xiang, Shu Fang, Dongdong Zhao, Jing Tian, Shengwu Xiong, Dong Li et al.
      Pages 395-403
  7. Learning Models

    1. Front Matter
      Pages 405-405
    2. Kun-Yu Lin, Ling Huang, Chang-Dong Wang, Hong-Yang Chao
      Pages 407-423
    3. Dengbao Wang, Li Li, Jingyuan Wang, Fei Hu, Xiuzhen Zhang
      Pages 424-439
    4. Feifei Li, Hongyan Liu, Jun He, Xiaoyong Du
      Pages 440-456
    5. Siyuan Zhang, Yu Rong, Yu Zheng, Hong Cheng, Junzhou Huang
      Pages 457-473
    6. Hongjie Lin, Hao Wang, Dongfang Du, Han Wu, Biao Chang, Enhong Chen
      Pages 474-490
    7. Mengmeng Jing, Jingjing Li, Jidong Zhao, Ke Lu
      Pages 491-508
    8. Yanwei Yu, Huaxiu Yao, Hongjian Wang, Xianfeng Tang, Zhenhui Li
      Pages 526-541
    9. Zhong Zhang, Zhili Qin, Peiyan Li, Qinli Yang, Junming Shao
      Pages 542-557
    10. Xiaoying Wu, Dimitri Theodoratos
      Pages 558-576
    11. Yiwen Nie, Shaowei Wang, Wei Yang, Liusheng Huang, Zhenhua Zhao
      Pages 577-585
  8. Multimedia Data Processing

    1. Front Matter
      Pages 587-587
    2. Yanan Xu, Yanyan Shen, Yanmin Zhu, Jiadi Yu
      Pages 589-605
    3. Luchen Liu, Yang Yang, Mengqiu Hu, Xing Xu, Fumin Shen, Ning Xie et al.
      Pages 606-621
    4. Hanfang Yang, Xiangdong Zhou, Lan Lin, Bo Yao, Zijing Tan, Haocheng Tang et al.
      Pages 622-637
    5. Haijun Zhang, Yuzhu Ji, Wang Huang, Linlin Liu
      Pages 638-646
  9. Distributed Computing

    1. Front Matter
      Pages 647-647
    2. Jinwei Guo, Peng Cai, Bing Xiao, Weining Qian, Aoying Zhou
      Pages 649-665
    3. Fangyu Gai, Baosheng Wang, Wenping Deng, Wei Peng
      Pages 666-681

Other volumes

  1. 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part I
  2. Database Systems for Advanced Applications
    23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II
  3. DASFAA 2018 International Workshops: BDMS, BDQM, GDMA, and SeCoP, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings

About these proceedings

Introduction

This two-volume set LNCS 10827 and LNCS 10828 constitutes the refereed proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018.

The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers were carefully selected from a total of 360 submissions. The papers are organized around the following topics: network embedding; recommendation; graph and network processing; social network analytics; sequence and temporal data processing; trajectory and streaming data; RDF and knowledge graphs; text and data mining; medical data mining; security and privacy; search and information retrieval; query processing and optimizations; data quality and crowdsourcing; learning models; multimedia data processing; and distributed computing.   

Keywords

artificial intelligence computational linguistics computer networks data mining data security image segmentation internet learning algorithms mobile devices neural networks privacy query processing recommender systems search engines signal processing social networking Support Vector Machines (SVM) telecommunication networks world wide web

Editors and affiliations

  • Jian Pei
    • 1
  • Yannis Manolopoulos
    • 2
  • Shazia Sadiq
    • 3
  • Jianxin Li
    • 4
  1. 1.Simon Fraser UniversityBurnabyCanada
  2. 2.Aristotle University of ThessalonikiThessalonikiGreece
  3. 3.University of QueenslandBrisbaneAustralia
  4. 4.University of Western AustraliaCrawleyAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-91458-9
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-91457-2
  • Online ISBN 978-3-319-91458-9
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site