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Database Systems for Advanced Applications

20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I

  • Matthias Renz
  • Cyrus Shahabi
  • Xiaofang Zhou
  • Muhammad Aamir Cheema

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9049)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9049)

Table of contents

  1. Front Matter
    Pages I-XXII
  2. Data Mining I

    1. Front Matter
      Pages 1-1
    2. Zhou Zhao, Furu Wei, Ming Zhou, Wilfred Ng
      Pages 21-38
    3. Hao Yang, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Changjie Tang, Xiaosong Li
      Pages 39-54
    4. Tomasz Kusmierczyk, Kjetil Nørvåg
      Pages 55-71
  3. Data Streams and Time Series

    1. Front Matter
      Pages 73-73
    2. Kento Sugiura, Yoshiharu Ishikawa, Yuya Sasaki
      Pages 92-107
    3. Xudong Gong, Yan Xiong, Wenchao Huang, Lei Chen, Qiwei Lu, Yiqing Hu
      Pages 108-124
  4. Database Storage and Index I

    1. Front Matter
      Pages 143-143
    2. Jiangtao Wang, Zhiliang Guo, Xiaofeng Meng
      Pages 145-159
    3. Jiangtao Wang, Zhiliang Guo, Xiaofeng Meng
      Pages 160-174
    4. Zhiwen Jiang, Yong Zhang, Jin Wang, Chunxiao Xing
      Pages 175-190
    5. Martin Werner, Mirco Schönfeld
      Pages 191-206
  5. Spatio-Temporal Data I

    1. Front Matter
      Pages 207-207
    2. Peiquan Jin, Jiang Du, Chuanglin Huang, Shouhong Wan, Lihua Yue
      Pages 209-225
    3. Jiajie Xu, Guanfeng Liu, Kai Zheng, Chengfei Liu, Haoming Guo, Zhiming Ding
      Pages 226-243
    4. Chenghao Zhu, Jiajie Xu, Chengfei Liu, Pengpeng Zhao, An Liu, Lei Zhao
      Pages 260-276
  6. Modern Computing Platform

    1. Front Matter
      Pages 277-277
    2. Ha-Nguyen Tran, Jung-jae Kim, Bingsheng He
      Pages 299-315
    3. Yun Tian, Bojian Xu
      Pages 316-333
    4. Denis Weerasiri, Boualem Benatallah, Moshe Chai Barukh
      Pages 334-350
  7. Social Networks I

    1. Front Matter
      Pages 351-351
    2. Deqing Yang, Yanghua Xiao, Hanghang Tong, Junjun Zhang, Wei Wang
      Pages 353-373
    3. Jing Shan, Derong Shen, Tiezheng Nie, Yue Kou, Ge Yu
      Pages 374-388
    4. Xinyu Wang, Zhou Zhao, Wilfred Ng
      Pages 389-404
    5. Senzhang Wang, Honghui Zhang, Jiawei Zhang, Xiaoming Zhang, Philip S. Yu, Zhoujun Li
      Pages 405-421
  8. Information Integration and Data Quality

    1. Front Matter
      Pages 423-423
    2. Nuhad Shaabani, Christoph Meinel
      Pages 425-440
    3. Qing Chen, Zijing Tan, Chu He, Chaofeng Sha, Wei Wang
      Pages 441-457
    4. Chenchen Sun, Derong Shen, Yue Kou, Tiezheng Nie, Ge Yu
      Pages 458-473
    5. Qing Wang, Klaus-Dieter Schewe, Woods Wang
      Pages 474-490
  9. Information Retrieval and Summarization

    1. Front Matter
      Pages 491-491
    2. Quoc Viet Hung Nguyen, Son Thanh Do, Thanh Tam Nguyen, Karl Aberer
      Pages 510-528
    3. Ziqi Wang, Ming Zhang
      Pages 529-544
    4. Fei Bi, Lijun Chang, Wenjie Zhang, Xuemin Lin
      Pages 545-564
  10. Security and Privacy

    1. Front Matter
      Pages 565-565
    2. Sen Su, Han Yan, Xiang Cheng, Peng Tang, Peng Xu, Jianliang Xu
      Pages 567-588
    3. Sen Su, Yiping Teng, Xiang Cheng, Yulong Wang, Guoliang Li
      Pages 589-608
    4. Lu Wang, Xiaofeng Meng, Haibo Hu, Jianliang Xu
      Pages 609-624
    5. Guohui Li, Changyin Luo, Jianjun Li
      Pages 625-640
  11. Back Matter
    Pages 641-643

Other volumes

  1. Database Systems for Advanced Applications
    20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I
  2. 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part II
  3. DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Hanoi, Vietnam, April 20-23, 2015, Revised Selected Papers

About these proceedings

Introduction

This two volume set LNCS 9049 and LNCS 9050 constitutes the refereed proceedings of the 20th International Conference on Database Systems for Advanced Applications, DASFAA 2015, held in Hanoi, Vietnam, in April 2015. The 63 full papers presented were carefully reviewed and selected from a total of 287 submissions. The papers cover the following topics: data mining; data streams and time series; database storage and index; spatio-temporal data; modern computing platform; social networks; information integration and data quality; information retrieval and summarization; security and privacy; outlier and imbalanced data analysis; probabilistic and uncertain data; query processing.

Keywords

Big data Collaborative filtering Crowdsourcing Data management systems Data mining Data quality Database systems Graph algorithms Graph data management Indexing Information retrieval Machine learning Privacy Query languages Retrieval models Security Similarity measures Social networks Spatial-temporal systems Web information systems

Editors and affiliations

  • Matthias Renz
    • 1
  • Cyrus Shahabi
    • 2
  • Xiaofang Zhou
    • 3
  • Muhammad Aamir Cheema
    • 4
  1. 1.Universität MünchenMünchenGermany
  2. 2.University of Southern CaliforniaLos AngelesUSA
  3. 3.University of QueenslandBrisbaneAustralia
  4. 4.Monash UniversityClaytonAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-18120-2
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-18119-6
  • Online ISBN 978-3-319-18120-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site