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Data Science

5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019, Guilin, China, September 20–23, 2019, Proceedings, Part II

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Rui Mao

    1. College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China

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  2. Hongzhi Wang

    1. Harbin Institute of Technology, Harbin, China

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  3. Xiaolan Xie

    1. Guilin University of Technology, Guilin, China

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  4. Zeguang Lu

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

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1059)

Included in the following conference series:

Conference proceedings info: ICPCSEE 2019.

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Table of contents (52 papers)

  1. Front Matter

    Pages i-xxv
    Download chapter PDF

  2. Bioinformatics

    1. Front Matter

      Pages 1-1
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    2. Survey on Deep Learning for Human Action Recognition

      • Zirui Qiu, Jun Sun, Mingyue Guo, Mantao Wang, Dejun Zhang
      Pages 3-21

  3. Natural Language Processing

    1. Front Matter

      Pages 23-23
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    2. Superimposed Attention Mechanism-Based CNN Network for Reading Comprehension and Question Answering

      • Mingqi Li, Xuefei Hou, Jiaoe Li, Kai Gao
      Pages 25-37

  4. Software Engineering

    1. Front Matter

      Pages 39-39
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    2. Empirical Study of Hybrid Optimization Strategy for Evolutionary Testing

      • Chunling Hu, Bixin Li, Xiaofeng Wang, Gang Lv
      Pages 41-53

  5. Graphic Images

    1. Front Matter

      Pages 55-55
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    2. Android Oriented Image Visualization Exploratory Search

      • Jianquan Ouyang, Hao He, Minnan Chu, Dong Chen, Huanrong Tang
      Pages 57-73

    3. Blind Motion Deblurring for Online Defect Visual Inspection

      • Guixiong Liu, Bodi Wang, Junfang Wu
      Pages 74-89

    4. Fast Nonlocal Diffusion by Stacking Local Filters for Image Denoising

      • Peng Qiao, Weichu Sun, Yong Dou, Rongchun Li
      Pages 90-101

    5. Relationship Between Tyndall Light Path Attenuation and Concentration Based on Digital Image

      • Cunbo Jiang, Yaling Qin, Tiantian Zhu
      Pages 102-109

    6. Systematic Framework of the All-for-One Tourism Digital Ecosystem

      • Dian He, Ying Liang, Xiaolong Li, Yao Liu, Jianglian Liu
      Pages 110-119

    7. Multi-focus Image Fusion Combined with CNN and Algebraic Multi-grid Method

      • Ying Huang, Gaofeng Mao, Min Liu, Yafei Ou
      Pages 120-129

    8. Fish Behavior Analysis Based on Computer Vision: A Survey

      • Yizhi Zhou, Hong Yu, Junfeng Wu, Zhen Cui, Fangyan Zhang
      Pages 130-141

    9. Method for Recognition Pneumonia Based on Convolutional Neural Network

      • Xin Li, Dongdong Gao, Haijiang Hao
      Pages 142-156

    10. Underwater Image Saliency Detection Based on Improved Histogram Equalization

      • Zhen Cui, Junfeng Wu, Hong Yu, Yizhi Zhou, Liang Liang
      Pages 157-165

    11. Kernelized Correlation Filter Target Tracking Algorithm Based on Saliency Feature Selection

      • Minghua Liu, Zhikao Ren, Chuansheng Wang, Xianlun Wang
      Pages 166-178

    12. Image Edge Detection Method Based on Ant Colony Algorithm

      • Qirong Lu, Qianmin Liang, Jiqiu Chen, Jiwei Xia
      Pages 179-185

    13. Biological Network Modeling Based on Hill Function and Hybrid Evolutionary Algorithm

      • Sanrong Liu, Haifeng Wang
      Pages 186-194
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Other volumes

  1. Data Science

  2. Data Science

Keywords

About this book

This two volume set (CCIS 1058 and 1059) constitutes the refereed proceedings of the 5th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2019 held in Guilin, China, in September 2019. 

The 104 revised full papers presented in these two volumes were carefully reviewed and selected from 395 submissions. The papers cover a wide range of topics related to basic theory and techniques for data science including data mining; data base; net work; security; machine learning; bioinformatics; natural language processing; software engineering; graphic images; system; education; application.

Editors and Affiliations

  • College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China

    Rui Mao

  • Harbin Institute of Technology, Harbin, China

    Hongzhi Wang

  • Guilin University of Technology, Guilin, China

    Xiaolan Xie

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

    Zeguang Lu

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