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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

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
  15. Song Wan, Yuliang Lu, Xuehu Yan, Hanlin Liu, Longdan Tan
    Pages 231-241
  16. Jinjin Dong, Xiao Meng, Meng Chen, Zhifang Wang, Linlin Tang
    Pages 242-250
  17. Lu Zou, Dejun Zhang, Fazhi He, Zhuyang Xie
    Pages 251-261
  18. Qixin Wu, Zheng Qin, Jinxin Zhang, Hui Yin, Guangyi Yang, Kuangsheng Hu
    Pages 262-275
  19. Kaiyu Wan, Vangalur Alagar, Peter Oyikanmi
    Pages 276-291
  20. Jing Zhang, Shoushan Luo, Yixian Yang
    Pages 292-304
  21. Xuehu Yan, Yuliang Lu, Lintao Liu, Song Wan, Wanmeng Ding, Hanlin Liu
    Pages 305-316
  22. Liyuan Fang, Xiangqian Zhou, Haiming Xie, Wanchun Jiang
    Pages 317-330
  23. Wanmeng Ding, Kesheng Liu, Xuehu Yan, Lintao Liu
    Pages 331-340
  24. Yiqiao Jin, Qidi Liang, Jian Zhang, Ou Jin
    Pages 341-351
  25. Ruyue Liu, Ziping Zhao, Chengjun Sun, Xiaoyu Yang, Xiaoli Gong, Jin Zhang
    Pages 352-363
  26. Xian Zhang, Xiaoning Peng, Jia Liu
    Pages 364-372
  27. Shuhui Zhang, Xiangxu Meng, Lianhai Wang, Guangqi Liu
    Pages 373-385
  28. Yuanquan Shi, Xiaoning Peng, Renfa Li, Yu Zhang
    Pages 386-399
  29. Xiujuan Ma, Fuxiang Ma
    Pages 400-411
  30. Dan Lu, Qilong Han, Hongbin Zhao, Kejia Zhang
    Pages 412-424
  31. Mingming Lu, Yihan Guo, Dan Meng, Cuncai Li, Yin Zhao
    Pages 425-432
  32. Shengnan Zhao, Haiwei Pan, Xiaoqin Xie, Zhiqiang Zhang, Xiaoning Feng
    Pages 433-446
  33. Tiaodi Wang, Haiwei Pan, Xiaoqin Xie, Zhiqiang Zhang, Xiaoning Feng
    Pages 447-461
  34. Guiling Zhao, Zongji Deng, Jun Shen, Zhaowen Qiu, Jing Huang
    Pages 462-471
  35. Taohong Zhang, Cunfang Li, Nuan Cao, Rui Ma, ShaoHua Zhang, Nan Ma
    Pages 472-485
  36. Shuguang Huang, Jinghua Zheng, Di Xue, Nan Zhao
    Pages 486-499
  37. Jianwei Sun, Junfeng Wu, Hong Yu, Meiling Zhang, Qiang Luo, Juanjuan Sun
    Pages 508-519
  38. Xiao Chen, Fazhi He, Yiteng Pan, Haojun Ai
    Pages 534-548
  39. Biao Liu, Zhao Ding, Yang Pan, Jiali Li, Huamin Feng
    Pages 549-557
  40. Yi Cheng, Yuansheng Lou, Feng Ye, Ling Li
    Pages 558-572
  41. Siming Han, Yanhui Guo, Han Cao, Qian Feng, Yifei Li
    Pages 573-582

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

  • 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
  • Print ISBN 978-981-10-6384-8
  • Online ISBN 978-981-10-6385-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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