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Recent Advances on Soft Computing and Data Mining

Proceedings of the Third International Conference on Soft Computing and Data Mining (SCDM 2018), Johor, Malaysia, February 06-07, 2018

  • Rozaida Ghazali
  • Mustafa Mat Deris
  • Nazri Mohd Nawi
  • Jemal H. Abawajy
Conference proceedings SCDM 2018

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 700)

Table of contents

  1. Front Matter
    Pages i-xxvi
  2. Soft Computing

    1. Front Matter
      Pages 1-1
    2. Fazli Wahid, Rozaida Ghazali, Habib Shah
      Pages 14-23
    3. Mohd Najib Mohd Salleh, Kashif Hussain, Shi Cheng, Yuhui Shi, Arshad Muhammad, Ghufran Ullah et al.
      Pages 24-32
    4. Rabei Raad Ali, Kamaruddin Malik Mohamad, Sapiee Jamel, Shamsul Kamal Ahmad Khalid
      Pages 33-42
    5. Salama A. Mostafa, Aida Mustapha, Shihab Hamad Khaleefah, Mohd Sharifuddin Ahmad, Mazin Abed Mohammed
      Pages 43-52
    6. Vinothini Kasinathan, Aida Mustapha, Imran Medi
      Pages 64-71
    7. Rd. Rohmat Saedudin, Hairulnizam Mahdin, Shahreen Kasim, Edi Sutoyo, Iwan Tri Riyadi Yanto, Rohayanti Hassan
      Pages 72-81
    8. Hamijah Mohd. Rahman, Nureize Arbaiy, Chuah Chai Wen
      Pages 82-94
    9. Fatin Nabila Rafei Heng, Mustafa Mat Deris, Nurlida Basir
      Pages 95-104
    10. Noryusliza Abdullah, Shahril Nazim Mohamed Salleh, Hairulnizam Mahdin, Rozanawati Darman, Basil David Daniel, Ely Salwana Mat Surin
      Pages 105-114
    11. Pei-Chun Lin, Nureize Arbaiy
      Pages 115-123
    12. Ahmad Shaker Abdalrada, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Tahsien Al-Quraishi, Herbert F. Jelinek
      Pages 135-146
    13. Juni Nurma Sari, Lukito Edi Nugroho, P. Insap Santosa, Ridi Ferdiana
      Pages 147-157
  3. Data Mining

    1. Front Matter
      Pages 159-159
    2. Ratih Fitria Jumarni, Nurnadiah Zamri
      Pages 161-170
    3. Muhaini Othman, Siti Aisyah Mohamed, Mohd Hafizul Afifi Abdullah, Munirah Mohd Yusof, Rozlini Mohamed
      Pages 181-190
    4. Filipe Manuel Clemente, Adam Owen, Aida Mustapha, Cornelis M. I. (Niels) van der Linden, João Ribeiro, Bruno Mendes et al.
      Pages 191-199
    5. Sri Mazura Muhammad Basri, Nazri Mohd Nawi, Mustafa Mamat, Norhamreeza Abdul Hamid
      Pages 200-212
    6. Moamin A. Mahmoud, Mohd Sharifuddin Ahmad, Mohd Zaliman M. Yusoff, Salama A. Mostafa
      Pages 213-224
    7. Umer Iqbal, Rozaida Ghazali, Habib Shah
      Pages 234-242
    8. Iwan Tri Riyadi Yanto, Rd Rohmat Saedudin, Saima Anwar Lashari, Haviluddin
      Pages 252-260
    9. Yao Lin, Kohei Yamaguchi, Tsunenori Mine, Sachio Hirokawa
      Pages 261-271
    10. Abdullahi O. Adeleke, Noor Azah Samsudin, Aida Mustapha, Nazri Mohd Nawi
      Pages 282-297
    11. Mazniha Berahim, Noor Azah Samsudin, Shelena Soosay Nathan
      Pages 298-307
    12. Ali Aghababaeipour, Shamsollah Ghanbari
      Pages 308-317
    13. Tahsien Al-Quraishi, Jemal H. Abawajy, Morshed U. Chowdhury, Sutharshan Rajasegarar, Ahmad Shaker Abdalrada
      Pages 318-329
    14. Azree Nazri, Abdul Azim Abd Ghani, Izuan Hafez, Keng-Yap Ng
      Pages 330-339
    15. Al-Hadi Ismail Ahmed Al-Qasem, Nurfadhlina Mohd Sharef, Sulaiman Md Nasir, Mustapha Norwati
      Pages 340-350
  4. Intelligent Human-Centred Computing (IHCC)

    1. Front Matter
      Pages 351-351
    2. Radzi Ambar, Chan Kar Fai, Chew Chang Choon, Mohd Helmy Abd Wahab, Muhammad Mahadi Abdul Jamil, Ahmad Alabqari Ma‘Radzi
      Pages 353-362
    3. Munirah Mohd Yusof, Nur Fazliyana Rosli, Muhaini Othman, Rozlini Mohamed, Mohd Hafizul Afifi Abdullah
      Pages 363-371
    4. Siti Suhaila Abdul Hamid, Novia Admodisastro, Noridayu Manshor, Azrina Kamaruddin, Abdul Azim Abd Ghani
      Pages 372-384
    5. Siti Nurliana Jamali, Novia Admodisastro, Siti Suhaila Abdul Hamid, Azrina Kamaruddin, Abdul Azim Abd Ghani, Sa’adah Hassan
      Pages 385-395
    6. Nur Faizura Ahmad Fuadi, Muhammad Fakri Othman, Norhalina Senan
      Pages 396-405
  5. Web Mining and Content Analytics (WMCA)

    1. Front Matter
      Pages 407-407
    2. Ko Ichinose, Kazutaka Shimada
      Pages 409-417
    3. Satoshi Hiai, Kazutaka Shimada
      Pages 418-428
    4. Yasuhiro Yamada, Yuusuke Himeno, Tetsuya Nakatoh
      Pages 436-445
    5. Muath ALALI, Nurfadhlina Mohd Sharef, Hazlina Hamdan, Masrah Azrifah Azmi Murad, Nor Azura Husin
      Pages 446-454
    6. Mansir Abubakar, Hazlina Hamdan, Norwati Mustapha, Teh Noranis Mohd Aris
      Pages 455-469
  6. Web Mining, Services and Security (WMSS)

    1. Front Matter
      Pages 471-471

About these proceedings

Introduction

This book offers a systematic overview of the concepts and practical techniques that readers need to get the most out of their large-scale data mining projects and research studies. It guides them through the data-analytical thinking essential to extract useful information and obtain commercial value from the data. Presenting the outcomes of International Conference on Soft Computing and Data Mining (SCDM-2017), held in Johor, Malaysia on February 6–8, 2018, it provides a well-balanced integration of soft computing and data mining techniques. The two constituents are brought together in various combinations of applications and practices. To thrive in these data-driven ecosystems, researchers, engineers, data analysts, practitioners, and managers must understand the design choice and options of soft computing and data mining techniques, and as such this book is a valuable resource, helping readers solve complex benchmark problems and better appreciate the concepts, tools, and techniques employed.

Keywords

Soft Computing and its Applications Data Mining and its Applications Intelligent Computing SCDM SCDM-2017

Editors and affiliations

  • Rozaida Ghazali
    • 1
  • Mustafa Mat Deris
    • 2
  • Nazri Mohd Nawi
    • 3
  • Jemal H. Abawajy
    • 4
  1. 1.Faculty of Computer Science and Information TechnologyUniversiti Tun Hussein Onn MalaysiaBatu PahatMalaysia
  2. 2.Faculty of Computer Science and Information TechnologyUniversiti Tun Hussein Onn MalaysiaBatu PahatMalaysia
  3. 3.Faculty of Computer Science and Information TechnologyUniversiti Tun Hussein Onn MalaysiaBatu PahatMalaysia
  4. 4.School of Information TechnologyDeakin UniversityGeelongAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-72550-5
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-72549-9
  • Online ISBN 978-3-319-72550-5
  • Series Print ISSN 2194-5357
  • Series Online ISSN 2194-5365
  • Buy this book on publisher's site
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