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Data Science

9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22–24, 2023, Proceedings, Part II

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Zhiwen Yu

    1. Harbin Engineering University, Harbin, China

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  2. Qilong Han

    1. Harbin Engineering University, Harbin, China

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  3. Hongzhi Wang

    1. Harbin Institute of Technology, Harbin, China

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  4. Bin Guo

    1. Northwestern Polytechnical University, Xi'an, China

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  5. Xiaokang Zhou

    1. Shiga University, Shiga, Japan

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  6. Xianhua Song

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

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  7. 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 1880)

Included in the following conference series:

Conference proceedings info: ICPCSEE 2023.

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Table of contents (32 papers)

  1. Front Matter

    Pages i-xxii
    Download chapter PDF

  2. Data-Driven Healthcare

    1. Front Matter

      Pages 1-1
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    2. Better Fibre Orientation Estimation with Single-Shell Diffusion MRI Using Spherical U-Net

      • Hang Zhao, Chengdong Deng, Yu Wang, Jiquan Ma
      Pages 3-12

    3. A Method for Extracting Electronic Medical Record Entities by Fusing Multichannel Self-Attention Mechanism with Location Relationship Features

      • Hongyan Xu, Hong Wang, Yong Feng, Rongbing Wang, Yonggang Zhang
      Pages 13-30

    4. Application of Neural Networks in Early Warning Systems for Coronary Heart Disease

      • Yanhui Fang, Wei Fang, Weizhen Yang
      Pages 31-39

    5. Research on Delivery Order Scheduling and Delivery Algorithms

      • Qian Hong, Yue Wang
      Pages 40-61

    6. Research on Gesture Recognition Based on Multialgorithm Fusion

      • Yuanyuan Zhu, Yanqing Wang, Xiaofeng Gao, Lihan Liu
      Pages 62-76

    7. Design of Fitness Movement Detection and Counting System Based on MediaPipe

      • Yinan Chen, Xia Liu
      Pages 77-92

  3. Data-Driven Smart City/Planet

    1. Front Matter

      Pages 93-93
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    2. MetaCity: An Edge Emulator with the Feature of Realistic Geospatial Support for Urban Computing

      • Lin Wu, Guogui Yang, Ying Qin, Baokang Zhao, Xue Ouyang, Huan Zhou
      Pages 95-115

    3. Multifunctional Sitting Posture Detector Based on Face Tracking

      • Zhaoning Jin, Jiahan Wei, Zhiyan Yu, Yang Zhou
      Pages 116-129

    4. Real-Time Analysis and Prediction System for Rail Transit Passenger Flow Based on Deep Learning

      • Xujun Che, Gang Cen, Shuhui Wu, Jiaming Gu, Keying Zhu
      Pages 130-138

    5. Research on Driver Monitoring Systems Based on Vital Signs and Behavior Detection

      • Man Niu, Yanqing Wang, Xinya Shu, Xiaofeng Gao
      Pages 139-152

    6. People Flow Monitoring Based on Deep Learning

      • Xinran Wang, Yanqing Wang, Yiqing Xu, Tianxin Wang
      Pages 153-167

    7. Research on the Influencing Factors of Passenger Traffic at Sanya Airport Based on Gray Correlation Theory

      • Yuanhui Li, Haiyun Han, Zhipeng Ou, Wen Zhao
      Pages 168-173

    8. Qinghai Embroidery Classification System and Intelligent Classification Research

      • Xiaofei Lin, Zhonglin Ye, Haixing Zhao
      Pages 174-190

    9. A Machine Learning-Based Botnet Malicious Domain Detection Technique for New Business

      • Aohan Mei, Zekun Chen, Jing Zhao, Dequan Yang
      Pages 191-201

    10. GPDCCL: Cross-Domain Named Entity Recognition with Span-Based Domain Confusion Contrastive Learning

      • Ye Wang, Chenxiao Shi, Lijie Li, Manyuan Guo
      Pages 202-212

    11. Data Analyses and Parallel Optimization of the Regional Marine Ecological Model

      • Yanqiang Wang, Jingjing Zheng, Tianyu Zhang, Peng Liang, Bo Lin
      Pages 213-224

    12. Comparison of Two Grey Models’ Applicability to the Prediction of Passenger Flow in Sanya Airport

      • Yinan Chen, Yuanhui Li
      Pages 225-236
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Other volumes

  1. Data Science

  2. Data Science

Keywords

About this book

This two-volume set (CCIS 1879 and 1880) constitutes the refereed proceedings of the 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023 held in Harbin, China, during September 22–24, 2023.

The 52 full papers and 14 short papers presented in these two volumes were carefully reviewed and selected from 244 submissions. 

The papers are organized in the following topical sections:

Part I:  Applications of Data Science, Big Data Management and Applications, Big Data Mining and Knowledge Management, Data Visualization, Data-driven Security, Infrastructure for Data Science, Machine Learning for Data Science and Multimedia Data Management and Analysis.

Part II: Data-driven Healthcare, Data-driven Smart City/Planet, Social Media and Recommendation Systems and Education using big data, intelligent computing or data mining, etc.

Editors and Affiliations

  • Harbin Engineering University, Harbin, China

    Zhiwen Yu, Qilong Han

  • Harbin Institute of Technology, Harbin, China

    Hongzhi Wang

  • Northwestern Polytechnical University, Xi'an, China

    Bin Guo

  • Shiga University, Shiga, Japan

    Xiaokang Zhou

  • 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

  • Book Title: Data Science

  • Book Subtitle: 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22–24, 2023, Proceedings, Part II

  • Editors: Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-981-99-5971-6

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023

  • Softcover ISBN: 978-981-99-5970-9Published: 07 October 2023

  • eBook ISBN: 978-981-99-5971-6Published: 14 September 2023

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XXII, 459

  • Number of Illustrations: 68 b/w illustrations, 146 illustrations in colour

  • Topics: Data Mining and Knowledge Discovery, Computer Applications, Machine Learning, Computers and Education, Computer Applications

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