Information Systems and Applications, incl. Internet/Web, and HCI

Intelligent Data Engineering and Automated Learning – IDEAL 2017

18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings

Editors: Yin, H., Gao, Y., Chen, S., Wen, Y., Cai, G., Gu, T., Du, J., Tallón-Ballesteros, A.J., Zhang, M. (Eds.)

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-319-68935-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA
  • ISBN 978-3-319-68934-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in October/November 2017.

The 65 full papers presented were carefully reviewed and selected from 110 submissions. These papers provided a sample of latest research outcomes in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, deep learning neural networks, probabilistic modelling, particle swarm intelligence, big data analytics, and applications in image recognition, regression, classification, clustering, medical and biological modelling and prediction, text processing and social media analysis.

Table of contents (65 chapters)

  • Learning Convolutional Ranking-Score Function by Query Preference Regularization

    Zhang, Guohui (et al.)

    Pages 1-8

  • Dynamic Community Detection Algorithm Based on Automatic Parameter Adjustment

    Lu, Kai (et al.)

    Pages 9-19

  • An Ant Colony Random Walk Algorithm for Overlapping Community Detection

    Ma, TianRen (et al.)

    Pages 20-26

  • UK - Means Clustering for Uncertain Time Series Based on ULDTW Distance

    Zhu, Xiaoping (et al.)

    Pages 27-35

  • Predicting Physical Activities from Accelerometer Readings in Spherical Coordinate System

    Lehsan, Kittikawin (et al.)

    Pages 36-44

Buy this book

eBook $89.00
price for USA (gross)
  • ISBN 978-3-319-68935-7
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $119.00
price for USA
  • ISBN 978-3-319-68934-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Intelligent Data Engineering and Automated Learning – IDEAL 2017
Book Subtitle
18th International Conference, Guilin, China, October 30 – November 1, 2017, Proceedings
Editors
  • Hujun Yin
  • Yang Gao
  • Songcang Chen
  • Yimin Wen
  • Guoyong Cai
  • Tianlong Gu
  • Junping Du
  • Antonio J. Tallón-Ballesteros
  • Minling Zhang
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
10585
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-68935-7
DOI
10.1007/978-3-319-68935-7
Softcover ISBN
978-3-319-68934-0
Edition Number
1
Number of Pages
XVI, 609
Number of Illustrations and Tables
198 b/w illustrations
Topics