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Soft Computing in Data Science

5th International Conference, SCDS 2019, Iizuka, Japan, August 28–29, 2019, Proceedings

  • Michael W. Berry
  • Bee Wah Yap
  • Azlinah Mohamed
  • Mario Köppen
Conference proceedings SCDS 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1100)

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Information and Customer Analytics

    1. Front Matter
      Pages 1-1
    2. Angela Siew Hoong Lee, Ng Claudia, Zuraini Zainol, Khin-Whai Chan
      Pages 14-27
    3. Fakhrul Hazman Bin Yusoff, Nur Liyana Asyiqin Binti Rosman
      Pages 40-55
  3. Visual Data Science

    1. Front Matter
      Pages 57-57
    2. Nur Atiqah Sia Abdullah, Nursyahira Zulkeply, Zainura Idrus
      Pages 81-90
    3. Nurfarah Mazarina Mazalan, Zainura Idrus, Nur Atiqah Sia Abdullah, Zaidah Ibrahim
      Pages 91-104
  4. Machine and Deep Learning

    1. Front Matter
      Pages 105-105
    2. Suhartono, Hendri Prabowo, Soo-Fen Fam
      Pages 107-120
    3. Zaidah Ibrahim, Dino Isa, Zainura Idrus, Zolidah Kasiran, Rosniza Roslan
      Pages 121-129
    4. Nurafifah Mohammad Suhaimi, Shuzlina Abdul-Rahman, Sofianita Mutalib, Nurzeatul Hamimah Abdul Hamid, Ariff Md Ab Malik
      Pages 130-141
    5. Suhartono, Hendri Prabowo, Dedy Dwi Prastyo, Muhammad Hisyam Lee
      Pages 142-155
  5. Big Data Analytics

    1. Front Matter
      Pages 157-157
    2. Jerry Dwi Trijoyo Purnomo, Santi Wulan Purnami, Sri Mulyani
      Pages 159-168
    3. Wahyu Wibowo, Shuzlina Abdul-Rahman, Nita Cahyani
      Pages 169-180
    4. Syaidatus Syahira Ahmad Tarmizi, Sofianita Mutalib, Nurzeatul Hamimah Abdul Hamid, Shuzlina Abdul-Rahman, Ariff Md Ab Malik
      Pages 181-192
    5. Fatihah Mohd, Masita @ Masila Abdul Jalil, Noor Maizura Mohamad Noor, Suryani Ismail, Zainab Abu Bakar
      Pages 193-207
    6. Sittiporn Kunnakorntammanop, Netiphong Thepwuttisathaphon, Supphachai Thaicharoen
      Pages 208-222
    7. Israel Edem Agbehadji, Richard C. Millham, Simon James Fong, Jason J. Jung, Khac-Hoai Nam Bui, Abdultaofeek Abayomi
      Pages 223-238
  6. Computational and Artificial Intelligence

    1. Front Matter
      Pages 239-239
    2. Sri Mulyana, Sri Hartati, Retantyo Wardoyo
      Pages 241-251
    3. Irwan Mazlin, Zan Azma Nasruddin, Wan Adilah Wan Adnan, Fariza Hanis Abdul Razak
      Pages 262-271
    4. Novri Suhermi, Suhartono, Regita Putri Permata, Santi Puteri Rahayu
      Pages 272-286
    5. Yudhi Adhitya, Setya Widyawan Prakosa, Mario Köppen, Jenq-Shiou Leu
      Pages 287-297
  7. Social Network and Media Analytics

    1. Front Matter
      Pages 307-307
    2. Chao Kong, Hao Li, Haibei Zhu, Yu Xiu, Jianye Liu, Tao Liu
      Pages 309-324
    3. Nor Nadiah Yusof, Azlinah Mohamed, Shuzlina Abdul-Rahman
      Pages 325-335
    4. Chamemee Prasertdum, Duangdao Wichadakul
      Pages 336-350
    5. Norhaslinda Kamaruddin, Abdul Wahab, Mohammad Bakri, Muhammad Hamiz
      Pages 351-360
    6. Sapto Wahyu Indratno, Yeftanus Antonio
      Pages 361-374
  8. Back Matter
    Pages 387-388

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 5th International Conference on Soft Computing in Data Science, SCDS 2019, held in  Iizuka, Japan, in August 2019. 

The 30 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers are organized in topical sections on ​information and customer analytics; visual data science; machine and deep learning; big data analytics; computational and artificial intelligence; social network and media analytics.

Keywords

artificial intelligence data mining image processing image reconstruction image segmentation neural networks signal processing social networking support vector Support Vector Machines (SVM) World Wide Web

Editors and affiliations

  • Michael W. Berry
    • 1
  • Bee Wah Yap
    • 2
  • Azlinah Mohamed
    • 3
  • Mario Köppen
    • 4
  1. 1.University of TennesseeKnoxvilleUSA
  2. 2.Universiti Teknologi MARAShah AlamMalaysia
  3. 3.Universiti Teknologi MARAShah AlamMalaysia
  4. 4.Kyushu Institute of TechnologyFukuokaJapan

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-15-0399-3
  • Copyright Information Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-15-0398-6
  • Online ISBN 978-981-15-0399-3
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site