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Database Systems for Advanced Applications. DASFAA 2021 International Workshops

BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11–14, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Christian S. Jensen

    1. Aalborg University, Aalborg, Denmark

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  2. Ee-Peng Lim

    1. Singapore Management University, Singapore, Singapore

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  3. De-Nian Yang

    1. Academia Sinica, Taipei, Taiwan

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  4. Chia-Hui Chang

    1. National Central University, Taoyuan City, Taiwan

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  5. Jianliang Xu

    1. Hong Kong Baptist University, Kowloon Tong, Hong Kong

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  6. Wen-Chih Peng

    1. National Chiao Tung University, Hsinchu, Taiwan

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  7. Jen-Wei Huang

    1. National Cheng Kung University, Tainan City, Taiwan

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  8. Chih-Ya Shen

    1. National Tsing Hua University, Hsinchu, Taiwan

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12680)

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 2021.

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Table of contents (29 papers)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. The 6th International Workshop on Big Data Quality Management

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. ASQT: An Efficient Index for Queries on Compressed Trajectories

      • Binghao Wang, Hongbo Yin, Kaiqi Zhang, Dailiang Jin, Hong Gao
      Pages 3-15

    3. ROPW: An Online Trajectory Compression Algorithm

      • Sirui Li, Kaiqi Zhang, Hongbo Yin, Dan Yin, Hongquan Zu, Hong Gao
      Pages 16-28

    4. HTF: An Effective Algorithm for Time Series to Recover Missing Blocks

      • Haijun Zhang, Hong Gao, Dailiang Jin
      Pages 29-44

    5. LAA: Inductive Community Detection Algorithm Based on Label Aggregation

      • Zhuocheng Ma, Dan Yin, Chanying Huang, Qing Yang, Haiwei Pan
      Pages 45-56

    6. Modeling and Querying Similar Trajectory in Inconsistent Spatial Data

      • Weijia Feng, Yuran Geng, Ran Li, Maoyu Jin, Qiyi Tan
      Pages 57-67

  3. The 5th International Workshop on Graph Data Management and Analysis

    1. Front Matter

      Pages 69-69
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    2. ESTI: Efficient k-Hop Reachability Querying over Large General Directed Graphs

      • Yuzheng Cai, Weiguo Zheng
      Pages 71-89

    3. NREngine: A Graph-Based Query Engine for Network Reachability

      • Wenjie Li, Lei Zou, Peng Peng, Zheng Qin
      Pages 90-106

    4. An Embedding-Based Approach to Repairing Question Semantics

      • Haixin Zhou, Kewen Wang
      Pages 107-122

    5. Hop-Constrained Subgraph Query and Summarization on Large Graphs

      • Yu Liu, Qian Ge, Yue Pang, Lei Zou
      Pages 123-139

    6. Ad Click-Through Rate Prediction: A Survey

      • Liqiong Gu
      Pages 140-153

    7. An Attention-Based Approach to Rule Learning in Large Knowledge Graphs

      • Minghui Li, Kewen Wang, Zhe Wang, Hong Wu, Zhiyong Feng
      Pages 154-165

  4. The 1st International Workshop on Machine Learning and Deep Learning for Data Security Applications

    1. Front Matter

      Pages 167-167
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    2. Multi-scale Gated Inpainting Network with Patch-Wise Spacial Attention

      • Xinrong Hu, Junjie Jin, Mingfu Xiong, Junping Liu, Tao Peng, Zili Zhang et al.
      Pages 169-184

    3. An Improved CNNLSTM Algorithm for Automatic Detection of Arrhythmia Based on Electrocardiogram Signal

      • Jingyao Zhang, Fengying Ma, Wei Chen
      Pages 185-196

    4. Cross-Domain Text Classification Based on BERT Model

      • Kuan Zhang, Xinhong Hei, Rong Fei, Yufan Guo, Rui Jiao
      Pages 197-208

    5. Surface Defect Detection Method of Hot Rolling Strip Based on Improved SSD Model

      • Xiaoyue Liu, Jie Gao
      Pages 209-222

    6. Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff Distance

      • Maksim Zhuravskii, Maria Kazachuk, Mikhail Petrovskiy, Igor Mashechkin
      Pages 223-236
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Other volumes

  1. Database Systems for Advanced Applications. DASFAA 2021 International Workshops

  2. Database Systems for Advanced Applications

  3. Database Systems for Advanced Applications

  4. Database Systems for Advanced Applications

Keywords

About this book

This volume constitutes the papers of several workshops which were held in conjunction with the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2021, held in Taipei, Taiwan, in April 2021.

The 29 revised full papers presented in this book were carefully reviewed and selected from 84 submissions. 

DASFAA 2021 presents the following five workshops:

6th International Workshop on Big Data Quality Management (BDQM 2021)
5th International Workshop on Graph Data Management and Analysis (GDMA 2021)
First International Workshop on Machine Learning and Deep Learning for Data Security Applications (MLDLDSA 2021)
6th International Workshop on Mobile Data Management, Mining, and Computing on Social Network (MobiSocial 2021)
2021 International Workshop on Mobile Ubiquitous Systems and Technologies (MUST 2021)

Due to the Corona pandemic this event was held virtually.

Editors and Affiliations

  • Aalborg University, Aalborg, Denmark

    Christian S. Jensen

  • Singapore Management University, Singapore, Singapore

    Ee-Peng Lim

  • Academia Sinica, Taipei, Taiwan

    De-Nian Yang

  • National Central University, Taoyuan City, Taiwan

    Chia-Hui Chang

  • Hong Kong Baptist University, Kowloon Tong, Hong Kong

    Jianliang Xu

  • National Chiao Tung University, Hsinchu, Taiwan

    Wen-Chih Peng

  • National Cheng Kung University, Tainan City, Taiwan

    Jen-Wei Huang

  • National Tsing Hua University, Hsinchu, Taiwan

    Chih-Ya Shen

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