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  • Conference proceedings
  • © 2023

Data Science

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

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 1879)

Conference series link(s): ICPCSEE: International Conference of Pioneering Computer Scientists, Engineers and Educators

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Conference proceedings info: ICPCSEE 2023.

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Table of contents (34 papers)

  1. Front Matter

    Pages i-xxii
    PDF

  2. Applications of Data Science

    1. Front Matter

      Pages 1-1
      PDF

    3. A Self-Attention-Based Stock Prediction Method Using Long Short-Term Memory Network Architecture

      • Xiaojun Ye, Beixi Ning, Pengyuan Bian, Xiaoning Feng
      Pages 12-24

    6. Research on Path Planning of Mobile Robots Based on Dyna-RQ

      • Ziying Zhang, Xian Li, Yuhua Wang
      Pages 49-59

    7. Small Target Helmet Wearing Detection Algorithm Based on Improved YOLO V5

      • Jiajing Hu, Junqiu Li, Qinghui Zhang
      Pages 60-77

    8. Research on Dance Evaluation Technology Based on Human Posture Recognition

      • Yanzi Li, Yiwen Zhu, Yanqing Wang, Yiming Gao
      Pages 78-88

    9. Multiple-Channel Weight-Based CNN Fault Diagnosis Method

      • Peng Xu, Xinyu Liu, Junyu Lin, Zhongyu Lu, Fengming Li, Husheng Gou
      Pages 89-105

  3. Big Data Management and Applications

    1. Front Matter

      Pages 107-107
      PDF

    2. Design and Implementation of Key-Value Database for Ship Virtual Test Platform Based on Distributed System

      • Qingyu Meng, Kejia Zhang, Haiwei Pan, Maocai Yuan, Baoying Ma
      Pages 109-123

  4. Big Data Mining and Knowledge Management

    1. Front Matter

      Pages 125-125
      PDF

    2. Research on Multi-Modal Time Series Data Prediction Method Based on Dual-Stage Attention Mechanism

      • Xinyu Liu, Yulong Meng, Fangwei Liu, Lingyu Chen, Xinfeng Zhang, Junyu Lin et al.
      Pages 127-144

    3. Prediction of Time Series Data with Low Latitude Features

      • Haoran Zhang, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
      Pages 145-164

    4. Lightweight and Efficient Attention-Based Superresolution Generative Adversarial Networks

      • Shushu Yin, Hefan Li, Yu Sang, Tianjiao Ma, Tie Li, Mei Jia
      Pages 165-181

    5. The Multisource Time Series Data Granularity Conversion Method

      • Chongyang Leng, Qilong Han, Dan Lu
      Pages 182-191

    7. Dimension Reduction Based on Sampling

      • Zhuping Li, Donghua Yang, Mengmeng Li, Haifeng Guo, Tiansheng Ye, Hongzhi Wang
      Pages 207-220

    8. Complex Time Series Analysis Based on Conditional Random Fields

      • Yanjie Wei, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang
      Pages 221-232
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Other Volumes

  1. Data Science

  2. Data Science

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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.

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Keywords

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

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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 I

  • 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/10.1007/978-981-99-5968-6

  • 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: 978-981-99-5967-9Published: 07 October 2023

  • eBook ISBN: 978-981-99-5968-6Published: 14 September 2023

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XXII, 497

  • Number of Illustrations: 113 b/w illustrations, 142 illustrations in colour

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

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Access via your institution

Buy it now

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

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