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Recent Advances on Soft Computing and Data Mining

The Second International Conference on Soft Computing and Data Mining (SCDM-2016), Bandung, Indonesia, August 18-20, 2016 Proceedings

  • Tutut Herawan
  • Rozaida Ghazali
  • Nazri Mohd Nawi
  • Mustafa Mat Deris
Conference proceedings SCDM 2016

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 549)

Table of contents

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

    1. Front Matter
      Pages 1-1
    2. Rabiei Mamat, Ahmad Shukri Mohd Noor, Tutut Herawan, Mustafa Mat Deris
      Pages 3-10
    3. Nazri Mohd. Nawi, M. Z. Rehman, Norhamreeza Abdul Hamid, Abdullah Khan, Rashid Naseem, Jamal Uddin
      Pages 11-20
    4. Mohd. Najib Mohd. Salleh, Kashif Hussain, Rashid Naseem, Jamal Uddin
      Pages 21-30
    5. Nurnadiah Zamri, Fadhilah Ahmad, Ahmad Nazari Mohd Rose, Mokhairi Makhtar
      Pages 41-50
    6. Bambang Tutuko, Siti Nurmaini, Rendyansyah, P. P. Aditya, Saparudin
      Pages 51-61
    7. Mohd Asrul Hery Ibrahim, Zailani Abdullah, Mohd Ashlyzan Razik, Tutut Herawan
      Pages 62-70
    8. Yana Mazwin Mohmad Hassim, Rozaida Ghazali, Noorhaniza Wahid
      Pages 71-80
    9. Nurul Ashikin Samat, Mohd Najib Mohd Salleh
      Pages 91-100
    10. Pei Chun Lin, Nureize Arbaiy, Isredza Rahmi Abd. Hamid
      Pages 111-121
    11. Abdullah Khan, Nazri Mohd Nawi, Rahmat Shah, Nasreen Akhter, Atta Ullah, M. Z. Rehman et al.
      Pages 122-129
    12. Mohd Zaki Mohd Salikon, Nureize Arbaiy
      Pages 179-188
    13. Waddah Waheeb, Rozaida Ghazali, Tutut Herawan
      Pages 189-200
    14. Norlida Hassan, Rozaida Ghazali, Kashif Hussain
      Pages 201-210
  3. Data Mining

    1. Front Matter
      Pages 211-211
    2. Zailani Abdullah, Md Yazid Mohd Saman, Basyirah Karim, Tutut Herawan, Mustafa Mat Deris, Abdul Razak Hamdan
      Pages 213-223
    3. Zailani Abdullah, Amir Ngah, Tutut Herawan, Noraziah Ahmad, Siti Zaharah Mohamad, Abdul Razak Hamdan
      Pages 224-232
    4. Aradea, Iping Supriana, Kridanto Surendro, Irfan Darmawan
      Pages 233-243
    5. Noor Fardzilawati Md Nasir, Noraini Ibrahim, Tutut Herawan
      Pages 244-252
    6. Aradea, Iping Supriana, Kridanto Surendro, Irfan Darmawan
      Pages 253-262
    7. Isredza Rahmi A. Hamid, Noor Azah Samsudin, Aida Mustapha, Nureize Arbaiy
      Pages 263-273
    8. Marisa Esteves, Henrique Vicente, José Machado, Victor Alves, José Neves
      Pages 274-284
    9. Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana
      Pages 294-303
    10. Paul Inuwa Dalatu, Anwar Fitrianto, Aida Mustapha
      Pages 316-326
    11. Iwan Tri Riyadi Yanto, Rd Rohmat Saedudin, Dedy Hartama, Tutut Herawan
      Pages 327-335
    12. Nursyiva Irsalinda, Iwan Tri Riyadi Yanto, Haruna Chiroma, Tutut Herawan
      Pages 336-343
    13. Adhi Prahara, Iwan Tri Riyadi Yanto, Tutut Herawan
      Pages 344-354
    14. Jamal Uddin, Rozaida Ghazali, Mustafa Mat Deris
      Pages 355-365
    15. Anhar Risnumawan, Indra Adji Sulistijono, Jemal Abawajy
      Pages 366-375
    16. Noor Azah Samsudin, Aida Mustapha, Nureize Arbaiy, Isredza Rahmi A. Hamid
      Pages 386-395
    17. Ema Rachmawati, Mursil Shadruddin Afkar, Bedy Purnama
      Pages 396-405
    18. Moch Arif Bijaksana, Rakhmad Indra Permadi
      Pages 406-413
    19. Tohari Ahmad, Diksy M. Firmansyah, Dwi S. Angreni
      Pages 414-423
  4. Ensemble Methods and their Applications

    1. Front Matter
      Pages 425-425
    2. Mohd Khalid Awang, Mokhairi Makhtar, Mohd Nordin Abd Rahman, Mustafa Mat Deris
      Pages 427-436
    3. Mokhairi Makhtar, Nur Ashikin Harun, Azwa Abd Aziz, Zahrahtul Amani Zakaria, Fadzli Syed Abdullah, Julaily Aida Jusoh
      Pages 437-446
    4. Mumtazimah Mohamad, Mokhairi Makhtar, Mohd Nordin Abd Rahman
      Pages 447-455
    5. Nurzi Juana Mohd Zaizi, Madihah Mohd Saudi, Adiebah Khailani
      Pages 456-464

About these proceedings

Introduction

This book provides a comprehensive introduction and practical look at the concepts and techniques readers need to get the most out of their data in real-world, large-scale data mining projects. It also guides readers through the data-analytic thinking necessary for extracting useful knowledge and business value from the data.

The book is based on the Soft Computing and Data Mining (SCDM-16) conference, which was held in Bandung, Indonesia on August 18th–20th 2016 to discuss the state of the art in soft computing techniques, and offer participants sufficient knowledge to tackle a wide range of complex systems. The scope of the conference is reflected in the book, which presents a balance of soft computing techniques and data mining approaches. The two constituents are introduced to the reader systematically and brought together using different combinations of applications and practices. It offers engineers, data analysts, practitioners, scientists and managers the insights into the concepts, tools and techniques employed, and as such enables them to better understand the design choice and options of soft computing techniques and data mining approaches that are necessary to thrive in this data-driven ecosystem.

Keywords

Data Mining Intelligent Computing SCDM SCDM 2015 Soft Computing

Editors and affiliations

  • Tutut Herawan
    • 1
  • Rozaida Ghazali
    • 2
  • Nazri Mohd Nawi
    • 3
  • Mustafa Mat Deris
    • 4
  1. 1.Department of Information SystemUniversity of MalayaKuala LumpurMalaysia
  2. 2.Universiti Tun Hussein Onn MalaysiaBatu PahatMalaysia
  3. 3.Universiti Tun Hussein Onn MalaysiaBatu PahatMalaysia
  4. 4.Universiti Tun Hussein Onn MalaysiaBatu PahatMalaysia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-51281-5
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-51279-2
  • Online ISBN 978-3-319-51281-5
  • Series Print ISSN 2194-5357
  • Series Online ISSN 2194-5365
  • Buy this book on publisher's site