Communications in Computer and Information Science

Data Science

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

Editors: Zou, B., Li, M., Wang, H., Song, X., Xie, W., Lu, Z. (Eds.)

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eBook 91,62 €
price for China (P.R.) (gross)
  • ISBN 978-981-10-6385-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 109,99 €
price for China (P.R.) (gross)
  • ISBN 978-981-10-6384-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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.

Table of contents (49 chapters)

  • A Fine-Grained Emotion Analysis Method for Chinese Microblog

    Zhou, Rui (et al.)

    Pages 1-11

  • Research of Detection Algorithm for Time Series Abnormal Subsequence

    Zhang, Chunkai (et al.)

    Pages 12-26

  • An Improved SVM Based Wind Turbine Multi-fault Detection Method

    Qin, Shiyao (et al.)

    Pages 27-38

  • GPU Based Hash Segmentation Index for Fast T-overlap Query

    Jia, Lianyin (et al.)

    Pages 39-51

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

    Cai, Zhao-hui (et al.)

    Pages 52-63

Buy this book

eBook 91,62 €
price for China (P.R.) (gross)
  • ISBN 978-981-10-6385-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 109,99 €
price for China (P.R.) (gross)
  • ISBN 978-981-10-6384-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

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 Volume
727
Copyright
2017
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-10-6385-5
DOI
10.1007/978-981-10-6385-5
Softcover ISBN
978-981-10-6384-8
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XXV, 769
Number of Illustrations and Tables
351 b/w illustrations
Topics