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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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Beiji Zou

    1. Central South University, Changsha, China

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  2. Min Li

    1. Central South University, Changsha, China

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  3. Hongzhi Wang

    1. Harbin Institute of Technology, Harbin, China

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  4. Xianhua Song

    1. Harbin University of Science and Technology, Harbin, China

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  5. Wei Xie

    1. Harbin University of Science and Technology, Harbin, China

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  6. Zeguang Lu

    1. Harbin Sea of Clouds and Computer Technology, Harbin, China

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

Included in the following conference series:

Conference proceedings info: ICPCSEE 2018.

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About this book

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.

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Table of contents (63 papers)

  1. Front Matter

    Pages I-XXV
    Download chapter PDF

  2. A Fine-Grained Emotion Analysis Method for Chinese Microblog

    • Rui Zhou, Hu-yin Zhang, Gang Ye
    Pages 1-11

  3. Research of Detection Algorithm for Time Series Abnormal Subsequence

    • Chunkai Zhang, Haodong Liu, Ao Yin
    Pages 12-26

  4. An Improved SVM Based Wind Turbine Multi-fault Detection Method

    • Shiyao Qin, Kaixuan Wang, Xiaojing Ma, Wenzhuo Wang, Mei Li
    Pages 27-38

  5. GPU Based Hash Segmentation Index for Fast T-overlap Query

    • Lianyin Jia, Yongbin Zhang, Mengjuan Li, Jiaman Ding, Jinguo You
    Pages 39-51

  6. A Collaborative Filtering Recommendation Algorithm Based on the Difference and the Correlation of Users’ Ratings

    • Zhao-hui Cai, Jing-song Wang, Yong-kai Li, Shu-bo Liu
    Pages 52-63

  7. Research on Pattern Matching Method of Multivariate Hydrological Time Series

    • Zhen Gai, Yuansheng Lou, Feng Ye, Ling Li
    Pages 64-72

  8. Further Analysis of Candlestick Patterns’ Predictive Power

    • Tao Lv, Yongtao Hao
    Pages 73-87

  9. Partial Least Squares (PLS) Methods for Abnormal Detection of Breast Cells

    • Yuchen Zhu, Shanxiong Chen, Chunrong Chen, Lin Chen
    Pages 88-99

  10. Desktop Data Driven Approach to Personalize Query Recommendation

    • Xiao-yun Li, Ying Yu
    Pages 100-109

  11. Disease Prediction Based on Transfer Learning in Individual Healthcare

    • Yang Song, Tianbai Yue, Hongzhi Wang, Jianzhong Li, Hong Gao
    Pages 110-122

  12. Research on Fuzzy Matching Query Algorithm Based on Spatial Multi-keyword

    • Suzhi Zhang, Yanan Zhao, Rui Yang
    Pages 123-133

  13. A New Approach to Dense Spectrum Analysis of Infrasonic Signals

    • Kaiyan Xing, Kaixue Hao, Mei Li
    Pages 134-143

  14. Research on XDR Bill Compression Under Big Data Technology

    • Bing Zhao, Sining Zhang, Jun Zheng
    Pages 144-152

  15. The Scalability of Volunteer Computing for MapReduce Big Data Applications

    • Wei Li, William Guo
    Pages 153-165

  16. An Improved FP-Growth Algorithm Based on SOM Partition

    • Kuikui Jia, Haibin Liu
    Pages 166-178

  17. A Novel Recommendation Service Method Based on Cloud Model and User Personality

    • Jing Yao, Zhigang Hu, Hua Ma, Bingting Jiang
    Pages 179-191

  18. A Cooperative Abnormal Behavior Detection Framework Based on Big Data Analytics

    • Naila Marir, Huiqiang Wang
    Pages 192-206

  19. Composite Graph Publication Considering Important Data

    • Yuqing Sun, Hongbin Zhao, Qilong Han, Lijie Li
    Pages 207-219

  20. Hierarchical Access Control Scheme of Private Data Based on Attribute Encryption

    • Xi Lin, Yiliang Han
    Pages 220-230
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Other volumes

  1. Data Science

  2. Data Science

Editors and Affiliations

  • Central South University, Changsha, China

    Beiji Zou, Min Li

  • Harbin Institute of Technology, Harbin, China

    Hongzhi Wang

  • Harbin University of Science and Technology, Harbin, China

    Xianhua Song, Wei Xie

  • Harbin Sea of Clouds and Computer Technology, Harbin, China

    Zeguang Lu

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