© 2019

Soft Computing in Data Science

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

  • Bee Wah Yap
  • Azlinah Hj Mohamed
  • Michael W. Berry
Conference proceedings SCDS 2018

Part of the Communications in Computer and Information Science book series (CCIS, volume 937)

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Machine and Deep Learning

    1. Front Matter
      Pages 1-1
    2. Suhartono, Endah Setyowati, Novi Ajeng Salehah, Muhammad Hisyam Lee, Santi Puteri Rahayu, Brodjol Sutijo Suprih Ulama
      Pages 3-18
    3. Dedy Dwi Prastyo, Halwa Annisa Khoiri, Santi Wulan Purnami, Suhartono, Soo-Fen Fam
      Pages 34-45
    4. Dedy Dwi Prastyo, Feby Sandi Nabila, Suhartono, Muhammad Hisyam Lee, Novri Suhermi, Soo-Fen Fam
      Pages 46-57
    5. Novri Suhermi, Suhartono, Santi Puteri Rahayu, Fadilla Indrayuni Prastyasari, Baharuddin Ali, Muhammad Idrus Fachruddin
      Pages 58-71
    6. Jo Wei Quah, Chin Hai Ang, Regupathi Divakar, Rosnah Idrus, Nasuha Lee Abdullah, XinYing Chew
      Pages 85-95
  3. Image Processing

    1. Front Matter
      Pages 97-97
    2. Qiuju Yang, Kaijie Wu, Hao Cheng, Chaochen Gu, Yuan Liu, Shawn Patrick Casey et al.
      Pages 99-109
    3. Sri Hartati, Agus Harjoko, Rika Rosnelly, Ika Chandradewi, Faizah
      Pages 110-121
    4. Jasni Mohamad Zain, Nur Imana Balqis Ramli
      Pages 122-133
    5. Mohd Razif Shamsuddin, Shuzlina Abdul-Rahman, Azlinah Mohamed
      Pages 134-145
  4. Financial and Fuzzy Mathematics

    1. Front Matter
      Pages 147-147
    2. Nor Idayu Mat Rifin, Nuru’l-‘Izzah Othman, Shahirulliza Shamsul Ambia, Rashidah Ismail
      Pages 149-160
    3. Siti Salwana Mamat, Tahir Ahmad, Siti Rahmah Awang, Muhammad Zilullah Mukaram
      Pages 161-172
  5. Optimization Algorithms

    1. Front Matter
      Pages 199-199

About these proceedings


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.


artificial intelligence image processing image segmentation machine learning neural networks support vector Support Vector Machines (SVM) World Wide Web

Editors and affiliations

  • Bee Wah Yap
    • 1
  • Azlinah Hj Mohamed
    • 2
  • Michael W. Berry
    • 3
  1. 1.Faculty of Computer and Mathematical SciencesUniversiti Teknologi MARAShah AlamMalaysia
  2. 2.Faculty of Computer and Mathematical SciencesUniversiti Teknologi MARAShah AlamMalaysia
  3. 3.Department of Electrical Engineering and Computer ScienceUniversity of Tennessee at KnoxvilleKnoxvilleUSA

Bibliographic information

  • Book Title Soft Computing in Data Science
  • Book Subtitle 4th International Conference, SCDS 2018, Bangkok, Thailand, August 15-16, 2018, Proceedings
  • Editors Bee Wah Yap
    Azlinah Hj Mohamed
    Michael W. Berry
  • Series Title Communications in Computer and Information Science
  • Series Abbreviated Title Communic.Comp.Inf.Science
  • DOI
  • Copyright Information Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science Computer Science (R0)
  • Softcover ISBN 978-981-13-3440-5
  • eBook ISBN 978-981-13-3441-2
  • Series ISSN 1865-0929
  • Series E-ISSN 1865-0937
  • Edition Number 1
  • Number of Pages XVIII, 404
  • Number of Illustrations 64 b/w illustrations, 165 illustrations in colour
  • Topics Artificial Intelligence
    Image Processing and Computer Vision
    Information Systems Applications (incl. Internet)
  • Buy this book on publisher's site
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