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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
    2. Saajid Abuluaih, Azlinah Mohamed, Muthukkaruppan Annamalai, Hiroyuki Iida
      Pages 201-215
    3. Maryam Khanian Najafabadi, Azlinah Mohamed
      Pages 216-229
    4. Israel Edem Agbehadji, Richard Millham, Surendra Thakur, Hongji Yang, Hillar Addo
      Pages 230-245
    5. Mohamed Alloghani, Dhiya Al-Jumeily, Thar Baker, Abir Hussain, Jamila Mustafina, Ahmed J. Aljaaf
      Pages 246-258
  6. Data and Text Analytics

    1. Front Matter
      Pages 259-259
    2. Pakawan Pugsee, Vasinee Nussiri, Wansiri Kittirungruang
      Pages 261-271
    3. Arisara Pornwattanavichai, Prawpan Brahmasakha Na Sakolnagara, Pongsakorn Jirachanchaisiri, Janekhwan Kitsupapaisan, Saranya Maneeroj
      Pages 272-285
    4. Wahyu Wibowo, Shuzlina Abdul-Rahman
      Pages 322-334
  7. Data Visualization

    1. Front Matter
      Pages 335-335
    2. Muhaafidz Md Saufi, Zainura Idrus, Sharifah Aliman, Nur Atiqah Sia Abdullah
      Pages 337-349
    3. Namelya Binti Anuar, Bee Wah Yap
      Pages 350-363
    4. Nur Atiqah Sia Abdullah, Muhammad Nadzmi Mohamed Idzham, Sharifah Aliman, Zainura Idrus
      Pages 364-373
    5. Siti Z. Z. Abidin, Nur Azmina Mohamad Zamani, Sharifah Aliman
      Pages 374-386
    6. Ezzatul Akmal Kamaru Zaman, Ahmad Farhan Ahmad Kamal, Azlinah Mohamed, Azlin Ahmad, Raja Aisyah Zahira Raja Mohd Zamri
      Pages 387-401
  8. Back Matter
    Pages 403-404

About these proceedings

Introduction

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.

Keywords

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

  • DOI https://doi.org/10.1007/978-981-13-3441-2
  • Copyright Information Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-13-3440-5
  • Online ISBN 978-981-13-3441-2
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site