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Data Science

7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, 2021, Proceedings, Part I

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Conference proceedings info: ICPCSEE 2021.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xxii
  2. Big Data Management and Applications

    1. Front Matter

      Pages 1-1
    2. A Blockchain-Based Scheme of Data Sharing for Housing Provident Fund

      • Yang Song, Jiawen Wang, Shili Yang, Xiaojun Zhu, Keting Yin
      Pages 3-14
  3. Social Media and Recommendation Systems

    1. Front Matter

      Pages 15-15
    2. A Transformer Model-Based Approach to Bearing Fault Diagnosis

      • Zhenshan Bao, Jialei Du, Wenbo Zhang, Jiajing Wang, Tao Qiu, Yan Cao
      Pages 65-79
    3. Data-Driven Prediction of Foodborne Disease Pathogens

      • Xiang Chen, Hongzhi Wang
      Pages 106-116
  4. Infrastructure for Data Science

    1. Front Matter

      Pages 117-117
    2. Intelligent Storage System of Machine Learning Model Based on Task Similarity

      • Shuangshuang Cui, Hongzhi Wang, Yuntian Xie, Haiyao Gu
      Pages 119-124
    3. A Localization Algorithm in Wireless Sensor Network Based on Positioning Group Quality

      • Kaiguo Qian, Chunfen Pu, Yujian Wang, Shaojun Yu, Shikai Shen
      Pages 125-139
    4. A Collaborative Cache Strategy Based on Utility Optimization

      • Pingshan Liu, Shaoxing Liu, Guimin Huang
      Pages 140-153
    5. Research on Route Optimization of Battlefield Collection Equipment Based on Improved Ant Algorithm

      • Haigen Yang, Wang Sun, Xiao Fu, Gang Li, Luyang Li
      Pages 154-162
    6. Parallel Region Reconstruction Technique for Sunway High-Performance Multi-core Processors

      • Kai Nie, Qinglei Zhou, Hong Qian, Jianmin Pang, Jinlong Xu, Yapeng Li
      Pages 163-179
    7. Thread Private Variable Access Optimization Technique for Sunway High-Performance Multi-core Processors

      • Jinying Kong, Kai Nie, Qinglei Zhou, Jinlong Xu, Lin Han
      Pages 180-189
  5. Basic Theory and Techniques for Data Science

    1. Front Matter

      Pages 191-191
    2. Anti-obfuscation Binary Code Clone Detection Based on Software Gene

      • Ke Tang, Fudong Liu, Zheng Shan, Chunyan Zhang
      Pages 193-208

Other Volumes

  1. Data Science

    7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, 2021, Proceedings, Part I
  2. Data Science

    7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17–20, 2021, Proceedings, Part II

About this book

This two volume set (CCIS 1451 and 1452) constitutes the refereed proceedings of the 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021 held in Taiyuan, China, in September 2021.

The 81 papers presented in these two volumes were carefully reviewed and selected from 256 submissions. The papers are organized in topical sections on big data management and applications; social media and recommendation systems; infrastructure for data science; basic theory and techniques for data science; machine learning for data science; multimedia data management and analysis; ​social media and recommendation systems; data security and privacy; applications of data science; education research, methods and materials for data science and engineering; research demo.

Keywords

  • artificial intelligence
  • communication systems
  • computer hardware
  • computer networks
  • computer systems
  • computer vision
  • data mining
  • databases
  • image analysis
  • image processing
  • image reconstruction
  • image segmentation
  • machine learning
  • network protocols
  • neural networks
  • pattern recognition
  • signal processing
  • telecommunication networks
  • telecommunication systems
  • wireless telecommunication systems

Editors and Affiliations

  • North University of China, Taiyuan, China

    Jianchao Zeng, Pinle Qin

  • 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

Bibliographic Information

Buying options

eBook
USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-981-16-5940-9
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 139.99
Price excludes VAT (USA)