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Communications in Computer and Information Science

Soft Computing in Data Science

4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings

Editors: Bee Wah, Yap, Mohamed, Azlinah H, Berry, Michael W. (Eds.)

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eBook $79.99
price for USA in USD (gross)
  • ISBN 978-981-13-3441-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-981-13-3440-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book constitutes the refereed proceedings of the 4th International Conference on Soft Computing in Data Science, SCDS 2018, held in Bangkok, Thailand, in August 2018.

The 30 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers are organized in topical sections on machine and deep learning, image processing, financial and fuzzy mathematics, optimization algorithms, data and text analytics, data visualization.

Table of contents (30 chapters)

Table of contents (30 chapters)
  • A Hybrid Singular Spectrum Analysis and Neural Networks for Forecasting Inflow and Outflow Currency of Bank Indonesia

    Pages 3-18

    Suhartono, (et al.)

  • Scalable Single-Source Shortest Path Algorithms on Distributed Memory Systems

    Pages 19-33

    Panitanarak, Thap

  • Simulation Study of Feature Selection on Survival Least Square Support Vector Machines with Application to Health Data

    Pages 34-45

    Prastyo, Dedy Dwi (et al.)

  • VAR and GSTAR-Based Feature Selection in Support Vector Regression for Multivariate Spatio-Temporal Forecasting

    Pages 46-57

    Prastyo, Dedy Dwi (et al.)

  • Feature and Architecture Selection on Deep Feedforward Network for Roll Motion Time Series Prediction

    Pages 58-71

    Suhermi, Novri (et al.)

Buy this book

eBook $79.99
price for USA in USD (gross)
  • ISBN 978-981-13-3441-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
  • ISBN 978-981-13-3440-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Soft Computing in Data Science
Book Subtitle
4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings
Editors
  • Yap Bee Wah
  • Azlinah H Mohamed
  • Michael W. Berry
Series Title
Communications in Computer and Information Science
Series Volume
937
Copyright
2019
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-13-3441-2
DOI
10.1007/978-981-13-3441-2
Softcover ISBN
978-981-13-3440-5
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XVIII, 404
Number of Illustrations
64 b/w illustrations, 165 illustrations in colour
Topics