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  • © 2019

Database Systems for Advanced Applications

24th International Conference, DASFAA 2019, Chiang Mai, Thailand, April 22–25, 2019, Proceedings, Part II

Conference proceedings info: DASFAA 2019.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xxiii
  2. Machine Learning

    1. Front Matter

      Pages 1-1
    2. An Approach Based on Bayesian Networks for Query Selectivity Estimation

      • Max Halford, Philippe Saint-Pierre, Franck Morvan
      Pages 3-19
    3. An Exploration of Cross-Modal Retrieval for Unseen Concepts

      • Fangming Zhong, Zhikui Chen, Geyong Min
      Pages 20-35
    4. DMMAM: Deep Multi-source Multi-task Attention Model for Intensive Care Unit Diagnosis

      • Zhenkun Shi, Wanli Zuo, Weitong Chen, Lin Yue, Yuwei Hao, Shining Liang
      Pages 53-69
    5. Learning k-Occurrence Regular Expressions with Interleaving

      • Yeting Li, Xiaolan Zhang, Jialun Cao, Haiming Chen, Chong Gao
      Pages 70-85
    6. Learning from User Social Relation for Document Sentiment Classification

      • Kangzhi Zhao, Yong Zhang, Yan Zhang, Chunxiao Xing, Chao Li
      Pages 86-103
    7. Reinforcement Learning to Diversify Top-N Recommendation

      • Lixin Zou, Long Xia, Zhuoye Ding, Dawei Yin, Jiaxing Song, Weidong Liu
      Pages 104-120
    8. Retweeting Prediction Using Matrix Factorization with Binomial Distribution and Contextual Information

      • Bo Jiang, Zhigang Lu, Ning Li, Jianjun Wu, Feng Yi, Dongxu Han
      Pages 121-138
    9. Sparse Gradient Compression for Distributed SGD

      • Haobo Sun, Yingxia Shao, Jiawei Jiang, Bin Cui, Kai Lei, Yu Xu et al.
      Pages 139-155
    10. STDR: A Deep Learning Method for Travel Time Estimation

      • Jie Xu, Yong Zhang, Li Chao, Chunxiao Xing
      Pages 156-172
    11. Efficiently Mining Maximal Diverse Frequent Itemsets

      • Dingming Wu, Dexin Luo, Christian S. Jensen, Joshua Zhexue Huang
      Pages 191-207
  3. Privacy and Graph

    1. Front Matter

      Pages 209-209
    2. Efficient Local Search for Minimum Dominating Sets in Large Graphs

      • Yi Fan, Yongxuan Lai, Chengqian Li, Nan Li, Zongjie Ma, Jun Zhou et al.
      Pages 211-228
    3. Multi-level Graph Compression for Fast Reachability Detection

      • Shikha Anirban, Junhu Wang, Md. Saiful Islam
      Pages 229-246
    4. Multiple Privacy Regimes Mechanism for Local Differential Privacy

      • Yutong Ye, Min Zhang, Dengguo Feng, Hao Li, Jialin Chi
      Pages 247-263
    5. Privacy Preserving Elastic Stream Processing with Clouds Using Homomorphic Encryption

      • Arosha Rodrigo, Miyuru Dayarathna, Sanath Jayasena
      Pages 264-280
    6. Select the Best for Me: Privacy-Preserving Polynomial Evaluation Algorithm over Road Network

      • Wei Song, Chengliang Shi, Yuan Shen, Zhiyong Peng
      Pages 281-297

About this book

This two-volume set LNCS 11446 and LNCS 11447 constitutes the refereed proceedings of the 24th International Conference on Database Systems for Advanced Applications, DASFAA 2019, held in Chiang Mai, Thailand, in April 2019.

The 92 full papers and 64 short papers were carefully selected from a total of 501 submissions. In addition, 13 demo papers and 6 tutorial papers are included. The full papers are organized in the following topics: big data; clustering and classification; crowdsourcing; data integration; embedding; graphs; knowledge graph; machine learning; privacy and graph; recommendation; social network; spatial; and spatio-temporal. The short papers, demo papers, and tutorial papers can be found in the volume LNCS 11448, which also includes the workshops of DASFAA 2019.

Editors and Affiliations

  • Tsinghua University, Beijing, China

    Guoliang Li

  • Duke University, Durham, USA

    Jun Yang

  • University of Porto, Porto, Portugal

    Joao Gama

  • Chiang Mai University, Chiang Mai, Thailand

    Juggapong Natwichai

  • Beihang University, Beijing, China

    Yongxin Tong

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access