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© 2017

Data Science

Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22–24, 2017, Proceedings, Part I

  • Beiji Zou
  • Min Li
  • Hongzhi Wang
  • Xianhua Song
  • Wei Xie
  • Zeguang Lu
Conference proceedings ICPCSEE 2017

Part of the Communications in Computer and Information Science book series (CCIS, volume 727)

Table of contents

  1. Front Matter
    Pages I-XXV
  2. Rui Zhou, Hu-yin Zhang, Gang Ye
    Pages 1-11
  3. Chunkai Zhang, Haodong Liu, Ao Yin
    Pages 12-26
  4. Shiyao Qin, Kaixuan Wang, Xiaojing Ma, Wenzhuo Wang, Mei Li
    Pages 27-38
  5. Lianyin Jia, Yongbin Zhang, Mengjuan Li, Jiaman Ding, Jinguo You
    Pages 39-51
  6. Zhen Gai, Yuansheng Lou, Feng Ye, Ling Li
    Pages 64-72
  7. Yuchen Zhu, Shanxiong Chen, Chunrong Chen, Lin Chen
    Pages 88-99
  8. Yang Song, Tianbai Yue, Hongzhi Wang, Jianzhong Li, Hong Gao
    Pages 110-122
  9. Suzhi Zhang, Yanan Zhao, Rui Yang
    Pages 123-133
  10. Kaiyan Xing, Kaixue Hao, Mei Li
    Pages 134-143
  11. Bing Zhao, Sining Zhang, Jun Zheng
    Pages 144-152
  12. Kuikui Jia, Haibin Liu
    Pages 166-178
  13. Jing Yao, Zhigang Hu, Hua Ma, Bingting Jiang
    Pages 179-191
  14. Yuqing Sun, Hongbin Zhao, Qilong Han, Lijie Li
    Pages 207-219

Other volumes

  1. Data Science
    Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22–24, 2017, Proceedings, Part I
  2. Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22–24, 2017, Proceedings, Part II

About these proceedings

Introduction

This two volume set (CCIS 727 and 728) constitutes the refereed proceedings of the Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017 (originally ICYCSEE) held in Changsha, China, in September 2017. 

The 112 revised full papers presented in these two volumes were carefully reviewed and selected from 987 submissions. The papers cover a wide range of topics related to Basic Theory and Techniques for Data Science including Mathematical Issues in Data Science, Computational Theory for Data Science, Big Data Management and Applications, Data Quality and Data Preparation, Evaluation and Measurement in Data Science, Data Visualization, Big Data Mining and Knowledge Management, Infrastructure for Data Science, Machine Learning for Data Science, Data Security and Privacy, Applications of Data Science, Case Study of Data Science, Multimedia Data Management and Analysis, Data-driven Scientific Research, Data-driven Bioinformatics, Data-driven Healthcare, Data-driven Management, Data-driven eGovernment, Data-driven Smart City/Planet, Data Marketing and Economics, Social Media and Recommendation Systems, Data-driven Security, Data-driven Business Model Innovation, Social and/or organizational impacts of Data Science.

Keywords

Data analysis Recommender system Deep learning Social media Social networks Emotion analysis Pattern matching Outlier analysis Query processing Data security Privacy Crowdsourcing Convolutional neural network Spatial-Temporal data Event detection Medical Data Management Wireless sensor networks

Editors and affiliations

  • Beiji Zou
    • 1
  • Min Li
    • 2
  • Hongzhi Wang
    • 3
  • Xianhua Song
    • 4
  • Wei Xie
    • 5
  • Zeguang Lu
    • 6
  1. 1.Central South UniversityChangshaChina
  2. 2.Central South UniversityChangshaChina
  3. 3.Harbin Institute of TechnologyHarbinChina
  4. 4.Harbin University of Science and TechnologyHarbinChina
  5. 5.Harbin University of Science and TechnologyHarbinChina
  6. 6.Harbin Sea of Clouds and Computer TechnologyHarbinChina

Bibliographic information

  • Book Title Data Science
  • Book Subtitle Third International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2017, Changsha, China, September 22–24, 2017, Proceedings, Part I
  • Editors Beiji Zou
    Min Li
    Hongzhi Wang
    Xianhua Song
    Wei Xie
    Zeguang Lu
  • Series Title Communications in Computer and Information Science
  • Series Abbreviated Title Communic.Comp.Inf.Science
  • DOI https://doi.org/10.1007/978-981-10-6385-5
  • Copyright Information Springer Nature Singapore Pte Ltd. 2017
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-981-10-6384-8
  • eBook ISBN 978-981-10-6385-5
  • Series ISSN 1865-0929
  • Series E-ISSN 1865-0937
  • Edition Number 1
  • Number of Pages XXV, 769
  • Number of Illustrations 351 b/w illustrations, 0 illustrations in colour
  • Topics Data Mining and Knowledge Discovery
    Artificial Intelligence
    Image Processing and Computer Vision
    Pattern Recognition
  • Buy this book on publisher's site