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Database Systems for Advanced Applications

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

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

Part of the Lecture Notes in Computer Science book series (LNCS, volume 9050)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 9050)

Table of contents

  1. Front Matter
    Pages I-XXVIII
  2. Outlier and Imbalanced Data Analysis

    1. Front Matter
      Pages 1-1
    2. Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
      Pages 19-36
    3. Zhenguang Liu, Hao Huang, Qinming He, Kevin Chiew, Yunjun Gao
      Pages 37-54
  3. Probabilistic and Uncertain Data

    1. Front Matter
      Pages 55-55
    2. Yinuo Zhang, Anand Panangadan, Viktor K. Prasanna
      Pages 57-73
    3. Hui Xu, Xiaofeng Ding, Hai Jin, Wenbin Jiang
      Pages 89-103
    4. Liang Duan, Kun Yue, Cheqing Jin, Wenlin Xu, Weiyi Liu
      Pages 104-119
  4. Data Mining II

    1. Front Matter
      Pages 121-121
    2. Krishan K. Arya, Vikram Goyal, Shamkant B. Navathe, Sushil Prasad
      Pages 123-138
    3. Zhipeng Xie, Liyang Jiang, Tengju Ye, Zhenying He
      Pages 154-168
  5. Spatio-temporal Data II

    1. Front Matter
      Pages 187-187
    2. Saad Aljubayrin, Zhen He, Rui Zhang
      Pages 189-206
    3. Yujiao Li, Weidong Yang, Wu Dan, Zhipeng Xie
      Pages 207-222
    4. Yuxing Han, Liping Wang, Ying Zhang, Wenjie Zhang, Xuemin Lin
      Pages 223-240
  6. Query Processing

    1. Front Matter
      Pages 257-257
    2. Wei Emma Zhang, Quan Z. Sheng, Kerry Taylor, Yongrui Qin
      Pages 259-274
    3. Markus Endres, Patrick Roocks, Werner Kießling
      Pages 292-308
    4. Tao Jiang, Zhanhuai Li, Qun Chen, Kaiwen Li, Zhong Wang, Wei Pan
      Pages 309-326
  7. Database Storage and Index II

    1. Front Matter
      Pages 327-327
    2. Dimitrios Karapiperis, Dinusha Vatsalan, Vassilios S. Verykios, Peter Christen
      Pages 329-345
    3. Xiujun Wang, Yusheng Ji, Zhe Dang, Xiao Zheng, Baohua Zhao
      Pages 346-362
    4. Takeshi Yamamuro, Makoto Onizuka, Toshimori Honjo
      Pages 363-378
    5. Pengpeng Zhao, Xiaopeng Kuang, Victor S. Sheng, Jiajie Xu, Jian Wu, Zhiming Cui
      Pages 379-396
  8. Social Networks II

    1. Front Matter
      Pages 397-397
    2. Guanfeng Liu, Lei Zhao, Kai Zheng, An Liu, Jiajie Xu, Zhixu Li et al.
      Pages 399-417
    3. Bolei Zhang, Zhuzhong Qian, Wenzhong Li, Sanglu Lu
      Pages 418-434
    4. Yifu Huang, Shuigeng Zhou, Kai Huang, Jihong Guan
      Pages 435-451
    5. Enliang Xu, Wynne Hsu, Mong Li Lee, Dhaval Patel
      Pages 452-468
  9. Industrial Papers

    1. Front Matter
      Pages 469-469
    2. Benjamin Krogh, Ove Andersen, Kristian Torp
      Pages 471-487
    3. Stefan Klauck, Lars Butzmann, Stephan Müller, Martin Faust, David Schwalb, Matthias Uflacker et al.
      Pages 488-497
    4. Rashmi Dalvi, Sanjay Kumar Madria
      Pages 498-513
  10. Demo

    1. Front Matter
      Pages 515-515
    2. Sayan Unankard, Xue Li, Guodong Long
      Pages 517-521
    3. Yi-Shin Chen, Carlos Argueta, Chun-Hao Chang
      Pages 522-525
    4. Yifan Gao, Wenzhe Yu, Pingfu Chao, Rong Zhang, Aoying Zhou, Xiaoyan Yang
      Pages 526-530
    5. Yingyuan Xiao, Pengqiang Ai, Hongya Wang, Ching-Hsien Hsu, Yukun Li
      Pages 531-535
    6. Jiazhuang Xie, Peiquan Jin, Shouhong Wan, Lihua Yue
      Pages 536-540
    7. Changping Wang, Chaokun Wang, Jingchao Hao, Hao Wang, Xiaojun Ye
      Pages 541-545
  11. Back Matter
    Pages 547-549

Other volumes

  1. 20th International Conference, DASFAA 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part I
  2. Database Systems for Advanced Applications
    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

Web information systems big data collaborative filtering crowdsourcing data management systems 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

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/10.1007/978-3-319-18123-3
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-18122-6
  • Online ISBN 978-3-319-18123-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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