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Database Systems for Advanced Applications

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

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Matthias Renz

    1. Universität München, München, Germany

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  2. Cyrus Shahabi

    1. University of Southern California, Los Angeles, USA

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  3. Xiaofang Zhou

    1. University of Queensland, Brisbane, Australia

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  4. Muhammad Aamir Cheema

    1. Monash University, Clayton, Australia

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

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: DASFAA 2015.

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Table of contents (36 papers)

  1. Front Matter

    Pages I-XXII
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  2. Data Mining I

    1. Front Matter

      Pages 1-1
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    2. Leveraging Homomorphisms and Bitmaps to Enable the Mining of Embedded Patterns from Large Data Trees

      • Xiaoying Wu, Dimitri Theodoratos
      Pages 3-20

    3. Cold-Start Expert Finding in Community Question Answering via Graph Regularization

      • Zhou Zhao, Furu Wei, Ming Zhou, Wilfred Ng
      Pages 21-38

    4. Mining Itemset-based Distinguishing Sequential Patterns with Gap Constraint

      • Hao Yang, Lei Duan, Guozhu Dong, Jyrki Nummenmaa, Changjie Tang, Xiaosong Li
      Pages 39-54

    5. Mining Correlations on Massive Bursty Time Series Collections

      • Tomasz Kusmierczyk, Kjetil Nørvåg
      Pages 55-71

  3. Data Streams and Time Series

    1. Front Matter

      Pages 73-73
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    2. Adaptive Grid-Based k-median Clustering of Streaming Data with Accuracy Guarantee

      • Jianneng Cao, Yongluan Zhou, Min Wu
      Pages 75-91

    3. Grouping Methods for Pattern Matching in Probabilistic Data Streams

      • Kento Sugiura, Yoshiharu Ishikawa, Yuya Sasaki
      Pages 92-107

    4. Fast Similarity Search of Multi-Dimensional Time Series via Segment Rotation

      • Xudong Gong, Yan Xiong, Wenchao Huang, Lei Chen, Qiwei Lu, Yiqing Hu
      Pages 108-124

    5. Measuring the Influence from User-Generated Content to News via Cross-dependence Topic Modeling

      • Lei Hou, Juanzi Li, Xiao-Li Li, Yu Su
      Pages 125-141

  4. Database Storage and Index I

    1. Front Matter

      Pages 143-143
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    2. SASS: A High-Performance Key-Value Store Design for Massive Hybrid Storage

      • Jiangtao Wang, Zhiliang Guo, Xiaofeng Meng
      Pages 145-159

    3. An Efficient Design and Implementation of Multi-level Cache for Database Systems

      • Jiangtao Wang, Zhiliang Guo, Xiaofeng Meng
      Pages 160-174

    4. A Cost-aware Buffer Management Policy for Flash-based Storage Devices

      • Zhiwen Jiang, Yong Zhang, Jin Wang, Chunxiao Xing
      Pages 175-190

    5. The Gaussian Bloom Filter

      • Martin Werner, Mirco Schönfeld
      Pages 191-206

  5. Spatio-Temporal Data I

    1. Front Matter

      Pages 207-207
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    2. Detecting Hotspots from Trajectory Data in Indoor Spaces

      • Peiquan Jin, Jiang Du, Chuanglin Huang, Shouhong Wan, Lihua Yue
      Pages 209-225

    3. On Efficient Passenger Assignment for Group Transportation

      • Jiajie Xu, Guanfeng Liu, Kai Zheng, Chengfei Liu, Haoming Guo, Zhiming Ding
      Pages 226-243

    4. Effective and Efficient Predictive Density Queries for Indoor Moving Objects

      • Miao Li, Yu Gu, Ge Yu
      Pages 244-259
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Other volumes

  1. Database Systems for Advanced Applications

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

Keywords

About this book

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.

Editors and Affiliations

  • Universität München, München, Germany

    Matthias Renz

  • University of Southern California, Los Angeles, USA

    Cyrus Shahabi

  • University of Queensland, Brisbane, Australia

    Xiaofang Zhou

  • Monash University, Clayton, Australia

    Muhammad Aamir Cheema

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