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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 II

  • Beiji Zou
  • Qilong Han
  • Guanglu Sun
  • Weipeng Jing
  • Xiaoning Peng
  • Zeguang Lu
Conference proceedings ICPCSEE 2017

Part of the Communications in Computer and Information Science book series (CCIS, volume 728)

Table of contents

  1. Yukun Ma, Bin Xu, Qi Li
    Pages 241-255
  2. Ping Zhong, Yating Li, Weile Huang, Xiaoyan Kui, Yiming Zhang, Yingwen Chen
    Pages 256-270
  3. Yuanqiang Zou, Kenli Li, Taijiao Jiang, Yousong Peng
    Pages 286-292
  4. Zhiying Tan, Beibei Xu, Kenli Li, Taijiao Jiang, Yousong Peng
    Pages 302-310
  5. Qiong Wang, Ning Li, Li Shen, Zhiying Wang
    Pages 311-324
  6. Yonggang Wang, Jingwei Yin, Zhengrong Pan, Pengyu Du
    Pages 325-334
  7. Zhigang Hu, Jia Li, Meiguang Zheng, Xinxin Zhang, Hui Kang, Yong Tao et al.
    Pages 335-349
  8. Keyan Liu, Dongli Jia, Kaiyuan He, Tingting Zhao, Fengzhan Zhao
    Pages 365-376
  9. Shenling Liu, Chunyuan Zhang, Yujiao Chen
    Pages 377-387
  10. Qamar Nawaz, Xiao Bin, Li Weisheng, Isma Hamid
    Pages 401-413
  11. Ling Luo, You Yang, Yan Wei
    Pages 414-423
  12. Ying Chen, Liping Gan, Shiqing Zhang, Wenping Guo, Yuelong Chuang, Xiaoming Zhao
    Pages 424-432

Other volumes

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

ata-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
  • Qilong Han
    • 2
  • Guanglu Sun
    • 3
  • Weipeng Jing
    • 4
  • Xiaoning Peng
    • 5
  • Zeguang Lu
    • 6
  1. 1.Central South UniversityChangshaChina
  2. 2.Harbin Engineering UniversityHarbinChina
  3. 3.Harbin University of Science and TechnologyHarbinChina
  4. 4.Northeast Forestry UniversityHarbinChina
  5. 5.Huaihua UniversityHuaihuaChina
  6. 6.Sciences of Country Tripod Institute of Data ScienceHarbinChina

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 II
  • Editors Beiji Zou
    Qilong Han
    Guanglu Sun
    Weipeng Jing
    Xiaoning Peng
    Zeguang Lu
  • Series Title Communications in Computer and Information Science
  • Series Abbreviated Title Communic.Comp.Inf.Science
  • DOI https://doi.org/10.1007/978-981-10-6388-6
  • Copyright Information Springer Nature Singapore Pte Ltd. 2017
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-981-10-6387-9
  • eBook ISBN 978-981-10-6388-6
  • Series ISSN 1865-0929
  • Series E-ISSN 1865-0937
  • Edition Number 1
  • Number of Pages XXVI, 587
  • Number of Illustrations 272 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