Soft Computing in Data Science

Third International Conference, SCDS 2017, Yogyakarta, Indonesia, November 27–28, 2017, Proceedings

  • Azlinah Mohamed
  • Michael W. Berry
  • Bee Wah Yap
Conference proceedings SCDS 2017

Part of the Communications in Computer and Information Science book series (CCIS, volume 788)

Table of contents

  1. Front Matter
    Pages I-XV
  2. Deep Learning and Real-Time Classification

    1. Front Matter
      Pages 1-1
    2. Dwi Prasetyo Adi Nugroho, Mardhani Riasetiawan
      Pages 13-22
    3. Jinyan Li, Simon Fong, Shimin Hu, Victor W. Chu, Raymond K. Wong, Sabah Mohammed et al.
      Pages 23-39
  3. Image Feature Classification and Extraction

  4. Applications of Machine Learning

    1. Front Matter
      Pages 93-93
    2. Suhartono, Prilyandari Dina Saputri, Farah Fajrina Amalia, Dedy Dwi Prastyo, Brodjol Sutijo Suprih Ulama
      Pages 95-105
    3. Anita Ahmad Kasim, Retantyo Wardoyo, Agus Harjoko
      Pages 106-115
    4. Mohd. Razif Bin Shamsuddin, Nur Nadhirah Binti Shamsul Sahar, Mohammad Hafidz Bin Rahmat
      Pages 116-125
    5. Sabiroh Md Sabri, Haryani Haron, Nursuriati Jamil
      Pages 140-150
    6. Muhammad Firdaus Mustapha, Noor Elaiza Abd Khalid, Azlan Ismail, Mazani Manaf
      Pages 162-174
  5. Data Visualization

    1. Front Matter
      Pages 175-175
    2. M. Bakri, Siti Z. Z. Abidin, Amal Shargabi
      Pages 188-196
    3. Zainura Idrus, N. A. S. Abdullah, H. Zainuddin, A. D. M. Ja’afar
      Pages 197-208
    4. Nur Atiqah Sia Abdullah, Nur Wahidah Ab Wahid, Zainura Idrus
      Pages 209-218
  6. Fuzzy Logic

    1. Front Matter
      Pages 219-219
    2. Wan Munirah Wan Mohamad, Tahir Ahmad, Niki Anis Ab Rahman, Azmirul Ashaari
      Pages 221-229
    3. Mohamad Soffi Abd Razak, Shuzlina Abdul-Rahman, Sofianita Mutalib, Zalilah Abd Aziz
      Pages 230-240
    4. Izyana Athirah Selemin, Rosma Mohd Dom, Ainon Mardhiyah Shahidin
      Pages 241-252
  7. Prediction Models and E-Learning

    1. Front Matter
      Pages 253-253
    2. Utomo Budiyanto, Sri Hartati, S. N. Azhari, Djemari Mardapi
      Pages 278-290
  8. Text and Sentiment Analytics

    1. Front Matter
      Pages 291-291
    2. Asyraf Safwan Ab. Rahman, Shuzlina Abdul-Rahman, Sofianita Mutalib
      Pages 293-305
  9. Back Matter
    Pages 317-317

About these proceedings


This book constitutes the refereed proceedings of the International Conference on Soft Computing in Data Science, SCDS 2017, held in Yogyakarta, Indonesia, November 27-28, 2017.

The 26 revised full papers presented were carefully reviewed and selected from 68 submissions. The papers are organized in topical sections on deep learning and real-time classification; image feature classification and extraction; classification, clustering, visualization; applications of machine learning; data visualization; fuzzy logic; prediction models and e-learning; text and sentiment analytics.


Neural network Big data analytics Data mining Machine learning Data visualization Predictive analytics Computer vision Pattern recognition Feature extraction Image retrieval Face detection Object classification Object detection Modeling Recommender system E-learning Fuzzy computing Text and sentiment analysis

Editors and affiliations

  • Azlinah Mohamed
    • 1
  • Michael W. Berry
    • 2
  • Bee Wah Yap
    • 3
  1. 1.Universiti Teknologi MARAShah AlamMalaysia
  2. 2.University of Tennessee at KnoxvilleKnoxvilleUSA
  3. 3.Universiti Teknologi MARAShah AlamMalaysia

Bibliographic information

  • DOI
  • Copyright Information Springer Nature Singapore Pte Ltd. 2017
  • Publisher Name Springer, Singapore
  • eBook Packages Computer Science
  • Print ISBN 978-981-10-7241-3
  • Online ISBN 978-981-10-7242-0
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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