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Database Systems for Advanced Applications

23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part II

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Jian Pei

    1. Simon Fraser University, Burnaby, Canada

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  2. Yannis Manolopoulos

    1. Aristotle University of Thessaloniki, Thessaloniki, Greece

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  3. Shazia Sadiq

    1. University of Queensland, Brisbane, Australia

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  4. Jianxin Li

    1. University of Western Australia, Crawley, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10828)

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 2018.

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Table of contents (58 papers)

  1. Front Matter

    Pages I-XXIV
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  2. Medical Data Mining

    1. Front Matter

      Pages 1-1
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    2. Personalized Prescription for Comorbidity

      • Lu Wang, Wei Zhang, Xiaofeng He, Hongyuan Zha
      Pages 3-19

    3. Modeling Patient Visit Using Electronic Medical Records for Cost Profile Estimation

      • Kangzhi Zhao, Yong Zhang, Zihao Wang, Hongzhi Yin, Xiaofang Zhou, Jin Wang et al.
      Pages 20-36

    4. Learning the Representation of Medical Features for Clinical Pathway Analysis

      • Xiao Xu, Ying Wang, Tao Jin, Jianmin Wang
      Pages 37-52

    5. Domain Supervised Deep Learning Framework for Detecting Chinese Diabetes-Related Topics

      • Xinhuan Chen, Yong Zhang, Kangzhi Zhao, Qingcheng Hu, Chunxiao Xing
      Pages 53-71

  3. Security and Privacy

    1. Front Matter

      Pages 73-73
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    2. Publishing Graph Node Strength Histogram with Edge Differential Privacy

      • Qing Qian, Zhixu Li, Pengpeng Zhao, Wei Chen, Hongzhi Yin, Lei Zhao
      Pages 75-91

    3. PrivTS: Differentially Private Frequent Time-Constrained Sequential Pattern Mining

      • Yanhui Li, Guoren Wang, Ye Yuan, Xin Cao, Long Yuan, Xuemin Lin
      Pages 92-111

    4. Secure Range Query over Encrypted Data in Outsourced Environments

      • Ningning Cui, Xiaochun Yang, Leixia Wang, Bin Wang, Jianxin Li
      Pages 112-129

    5. TRQED: Secure and Fast Tree-Based Private Range Queries over Encrypted Cloud

      • Wei Yang, Yang Xu, Yiwen Nie, Yao Shen, Liusheng Huang
      Pages 130-146

  4. Search and Information Retrieval

    1. Front Matter

      Pages 147-147
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    2. iExplore: Accelerating Exploratory Data Analysis by Predicting User Intention

      • Zhihui Yang, Jiyang Gong, Chaoying Liu, Yinan Jing, Zhenying He, Kai Zhang et al.
      Pages 149-165

    3. Coverage-Oriented Diversification of Keyword Search Results on Graphs

      • Ming Zhong, Ying Wang, Yuanyuan Zhu
      Pages 166-183

    4. Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification

      • Feng Liu, Ruiming Tang, Xutao Li, Yunming Ye, Huifeng Guo, Xiuqiang He
      Pages 184-200

    5. Structures or Texts? A Dynamic Gating Method for Expert Finding in CQA Services

      • Zhiqiang Liu, Yan Zhang
      Pages 201-208

  5. Query Processing and Optimizations

    1. Front Matter

      Pages 209-209
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    2. Collusion-Resistant Processing of SQL Range Predicates

      • Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa
      Pages 211-227

    3. Interactive Transaction Processing for In-Memory Database System

      • Tao Zhu, Donghui Wang, Huiqi Hu, Weining Qian, Xiaoling Wang, Aoying Zhou
      Pages 228-246

    4. An Adaptive Eviction Framework for Anti-caching Based In-Memory Databases

      • Kaixin Huang, Shengan Zheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang
      Pages 247-263
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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 10827 and LNCS 10828 constitutes the refereed proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018.


The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers were carefully selected from a total of 360 submissions. The papers are organized around the following topics: network embedding; recommendation; graph and network processing; social network analytics; sequence and temporal data processing; trajectory and streaming data; RDF and knowledge graphs; text and data mining; medical data mining; security and privacy; search and information retrieval; query processing and optimizations; data quality and crowdsourcing; learning models; multimedia data processing; and distributed computing.   


Editors and Affiliations

  • Simon Fraser University, Burnaby, Canada

    Jian Pei

  • Aristotle University of Thessaloniki, Thessaloniki, Greece

    Yannis Manolopoulos

  • University of Queensland, Brisbane, Australia

    Shazia Sadiq

  • University of Western Australia, Crawley, Australia

    Jianxin Li

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