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Data Science

6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020, Taiyuan, China, September 18-21, 2020, Proceedings, Part I

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Jianchao Zeng

    1. North University of China, Taiyuan, China

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  2. Weipeng Jing

    1. Northeast Forestry University, Harbin, China

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  3. Xianhua Song

    1. Harbin University of Science and Technology, Harbin, China

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  4. Zeguang Lu

    1. National Academy of Guo Ding Institute of Data Science, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1257)

Included in the following conference series:

Conference proceedings info: ICPCSEE 2020.

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Table of contents (52 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Database

    1. Front Matter

      Pages 1-1
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    2. General Model for Index Recommendation Based on Convolutional Neural Network

      • Yu Yan, Hongzhi Wang
      Pages 3-15

    3. An Incremental Partitioning Graph Similarity Search Based on Tree Structure Index

      • Yuhang Li, Yan Yang, Yingli Zhong
      Pages 16-32

    4. Data Cleaning About Student Information Based on Massive Open Online Course System

      • Shengjun Yin, Yaling Yi, Hongzhi Wang
      Pages 33-43

    5. V2V Online Data Offloading Method Based on Vehicle Mobility

      • Xianlang Hu, Dafang Zhang, Shizhao Zhao, Guangsheng Feng, Hongwu Lv
      Pages 44-60

    6. Highly Parallel SPARQL Engine for RDF

      • Fan Feng, Weikang Zhou, Ding Zhang, Jinhui Pang
      Pages 61-71Open Access

    7. Identifying Propagation Source in Temporal Networks Based on Label Propagation

      • Lilin Fan, Bingjie Li, Dong Liu, Huanhuan Dai, Yan Ru
      Pages 72-88

    8. Analysis Method for Customer Value of Aviation Big Data Based on LRFMC Model

      • Yang Tao
      Pages 89-100

    9. Identifying Vital Nodes in Social Networks Using an Evidential Methodology Combining with High-Order Analysis

      • Meng Zhang, Guanghui Yan, Yishu Wang, Ye Lv
      Pages 101-117

    10. Location Privacy-Preserving Method Based on Degree of Semantic Distribution Similarity

      • Rui Liu, Kaizhong Zuo, Yonglu Wang, Jun Zhao
      Pages 118-129

    11. Supervisable Anonymous Management of Digital Certificates for Blockchain PKI

      • Shaozhuo Li, Na Wang, Xuehui Du, Xuan Li
      Pages 130-144

    12. Product Customer Demand Mining and Its Functional Attribute Configuration Driven by Big Data

      • Dianting Liu, Xia Huang, Kangzheng Huang
      Pages 145-165

    13. Legal Effect of Smart Contracts Based on Blockchain

      • Xichen Li
      Pages 166-186

  3. Machine Learning

    1. Front Matter

      Pages 187-187
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    2. Convex Reconstruction of Structured Matrix Signals from Linear Measurements: Theoretical Results

      • Yuan Tian
      Pages 189-221

    3. Design of Integrated Circuit Chip Fault Diagnosis System Based on Neural Network

      • Xinsheng Wang, Xiaoyao Qi, Bin Sun
      Pages 222-229

    4. Improving Approximate Bayesian Computation with Pre-judgment Rule

      • Yanbo Wang, Xiaoqing Yu, Pinle Qin, Rui Chai, Gangzhu Qiao
      Pages 230-246

    5. Convolutional Neural Network Visualization in Adversarial Example Attack

      • Chenshuo Yu, Xiuli Wang, Yang Li
      Pages 247-258

    6. Deeper Attention-Based Network for Structured Data

      • Xiaohua Wu, Youping Fan, Wanwan Peng, Hong Pang, Yu Luo
      Pages 259-267
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Other volumes

  1. Data Science

  2. Data Science

Keywords

About this book

This two volume set (CCIS 1257 and 1258) constitutes the refereed proceedings of the 6th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2020 held in Taiyuan, China, in September 2020.

The 98 papers presented in these two volumes were carefully reviewed and selected from 392 submissions. The papers are organized in topical sections: database, machine learning, network, graphic images, system, natural language processing, security, algorithm, application, and education.

The chapter  “Highly Parallel SPARQL Engine for RDF” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Editors and Affiliations

  • North University of China, Taiyuan, China

    Jianchao Zeng

  • Northeast Forestry University, Harbin, China

    Weipeng Jing

  • Harbin University of Science and Technology, Harbin, China

    Xianhua Song

  • National Academy of Guo Ding Institute of Data Science, Beijing, China

    Zeguang Lu

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