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Recent Advances on Soft Computing and Data Mining

Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–⁠23, 2020

  • Rozaida Ghazali
  • Nazri Mohd Nawi
  • Mustafa Mat Deris
  • Jemal H. Abawajy
Conference proceedings SCDM 2020

Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 978)

Table of contents

  1. Front Matter
    Pages i-xvii
  2. General Track

    1. Front Matter
      Pages 1-1
    2. Asim Shahzad, Nazri Mohd Nawi, Hairulnizam Mahdin, Sundas Naqeeb Khan, Norhamreeza Abdul Hamid
      Pages 3-14
    3. Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah, Pei-Chun Lin
      Pages 15-24
    4. Rabei Raad Ali, Salama A. Mostafa, Hairulnizam Mahdin, Aida Mustapha, Saraswathy Shamini Gunasekaran
      Pages 35-46
    5. Siti Aqilah Khamis, Cik Feresa Mohd Foozy, Mohd Firdaus Ab Aziz, Nordiana Rahim
      Pages 57-65
    6. Abdulaziz Ahmed Thawaba, Azizul Azhar Ramli, Mohd. Farhan Md. Fudzee, Junzo Wadata
      Pages 66-76
    7. Sri Chusri Haryanti, Ummi Azizah Rachmawati, Elan Suherlan, Nabylla Azahra, Sarah Syahwenni Utari, Heru Suhartanto
      Pages 77-87
    8. Athirah Zaffira Binti Majit, Palaniappan Shamala, Cik Feresa Mohd Foozy, Chuah Chai Wen, Muruga Chinniah
      Pages 109-120
    9. Zubaile Abdullah, Farah Waheeda Muhadi, Madihah Mohd Saudi, Isredza Rahmi A. Hamid, Cik Feresa Mohd Foozy
      Pages 121-129
    10. Yana Mazwin Mohmad Hassim, Rozaida Ghazali
      Pages 130-139
    11. Isredza Rahmi A. Hamid, Nur Sakinah Md. Sani, Zubaile Abdullah, Cik Feresa Mohd Foozy, Kuryati Kipli
      Pages 140-149
  3. Computational Intelligence and its Applied Applications

    1. Front Matter
      Pages 151-151
    2. Muhamad Fathurahman, Ummi Azizah Rachmawati, Sri Chusri Haryanti
      Pages 172-180
    3. Muhamad Fathurahman, Sri Cahya Fauzi, Sri Chusri Haryanti, Ummi Azizah Rahmawati, Elan Suherlan
      Pages 181-191
    4. Khalid Mahmood, M. Rahmah, Md. Manjur Ahmed, Muhammad Ahsan Raza
      Pages 192-201
    5. Nurul Ashikin Samat, Mohd Najib Mohd Salleh, Haseeb Ali
      Pages 202-210
    6. Ku Muhammad Naim Ku Khalif, Alexander Gegov, Ahmad Syafadhli Abu Bakar, Noor Zuraidin Mohd Safar
      Pages 211-221
    7. Mohd Hafizul Afifi Abdullah, Muhaini Othman, Shahreen Kasim, Shaznoor Shakira Saharuddin, Siti Aisyah Mohamed
      Pages 222-230
    8. Animesh Mahata, Sankar Prasad Mondal, Ali Ahmadian, Shariful Alam, Soheil Salahshour
      Pages 231-240
    9. Noor Zuraidin Mohd Safar, David Ndzi, Hairulnizam Mahdin, Ku Muhammad Naim Ku Khalif
      Pages 241-250
  4. Applied Artificial Intelligence

    1. Front Matter
      Pages 251-251
    2. Muhammad Adeel Abid, Muhammad Faheem Mushtaq, Urooj Akram, Bushra Mughal, Maqsood Ahmad, Muhammad Imran
      Pages 253-263
    3. Adil Ali Saleem, Hafeez Ur Rehman Siddiqui, Rahman Shafique, Abdullah Haider, Muhammad Ali
      Pages 264-273
    4. Maqsood Ahmad, Noorhaniza Wahid, Arif Mehmood, Gyu Sang Choi, Rahayu A. Hamid, Muhammad Faheem Mushtaq et al.
      Pages 274-282
    5. Muhammad Shahid, Adeel Ahmed, Muhammad Faheem Mushtaq, Saleem Ullah, Matiullah, Urooj Akram
      Pages 297-307
    6. Salama A. Mostafa, Abdullah S. Alsobiae, Azizul Azhar Ramli, Aida Mustapha, Rabei Raad Ali
      Pages 308-319
  5. Soft Computing and Data Mining in Economics and Engineering

    1. Front Matter
      Pages 321-321
    2. Mojtaba Kazemi, Shamsollah Ghanbari, Manochehr Kazemi
      Pages 323-333
    3. Dhuha Abdulhadi Abduljabbar, Siti Zaiton Mohd Hashim, Roselina Sallehuddin
      Pages 334-345
    4. Amirudin Syarif, Mohamad Aizi bin Salamat, Rusmin Syafari
      Pages 346-357
    5. Haitham Qutaiba Ghadhban, Muhaini Othman, Noor Azah Samsudin, Mohd Norasri Bin Ismail, Mustafa Raad Hammoodi
      Pages 358-372
    6. Hazalila Kamaludin, Muhamad Yusmaleef Jamal, Nurul Hidayah Ab Rahman, Noor Zuraidin Mohd Safar, Suhaimi Abd Ishak
      Pages 373-381
    7. Muhammad Zubair Rehman, Nazri Mohd Nawi, Aisha Tanveer, Hassan Zafar, Hamza Munir, Sher Hassan
      Pages 382-391
    8. Weng San Wong, Mohammed Amer, Tomas Maul, Iman Yi Liao, Amr Ahmed
      Pages 392-402
  6. Emerging Trends in Information Technology and Data Science

    1. Front Matter
      Pages 417-417
    2. Kashif Hussain, William Zhu, Mohd Najib Mohd Salleh, Haseeb Ali, Noreen Talpur, Rashid Naseem et al.
      Pages 419-428
    3. Falwah AlHamed, Aljohara AlGwaiz
      Pages 429-438
    4. Vitalii Nitsenko, Sergiy Kotenko, Iryna Hanzhurenko, Abbas Mardani, Ihor Stashkevych, Maksym Karakai
      Pages 439-447
    5. Jamaluddin Mir, Maria Imdad, Junaid A. Khan, Nurul Aswa Omar, Shahreen Kasim, Tauseef Sajid
      Pages 448-459
    6. Syarizul Amri Mohd Dzulkifli, Mohd. Najib Mohd. Salleh, Ida Aryanie Bahrudin
      Pages 460-469
    7. Norhanifah Murli, Nikola Kasabov, Nurul Amirah Paham
      Pages 470-478

About these proceedings

Introduction

This book provides an introduction to data science and offers a practical overview of the concepts and techniques that readers need to get the most out of their large-scale data mining projects and research studies. It discusses data-analytical thinking, which is essential to extract useful knowledge and obtain commercial value from the data. Also known as data-driven science, soft computing and data mining disciplines cover a broad interdisciplinary range of scientific methods and processes. The book provides readers with sufficient knowledge to tackle a wide range of issues in complex systems, bringing together the scopes that integrate soft computing and data mining in various combinations of applications and practices, since to thrive in these data-driven ecosystems, researchers, data analysts and practitioners must understand the design choice and options of these approaches. This book helps readers to solve complex benchmark problems and to better appreciate the concepts, tools and techniques used.


Keywords

Soft Computing and its Applications Data Mining and its Applications Intelligent Computing SCDM SCDM2020

Editors and affiliations

  • Rozaida Ghazali
    • 1
  • Nazri Mohd Nawi
    • 2
  • Mustafa Mat Deris
    • 3
  • Jemal H. Abawajy
    • 4
  1. 1.Faculty of Computer Science and Information TechnologyUniversiti Tun Hussein Onn MalaysiaBatu Pahat, JohorMalaysia
  2. 2.Faculty of Computer Science and Information TechnologyUniversiti Tun Hussein Onn MalaysiaBatu Pahat, JohorMalaysia
  3. 3.Faculty of Computer Science and Information TechnologyUniversiti Tun Hussein Onn MalaysiaBatu Pahat, JohorMalaysia
  4. 4.School of Information TechnologyDeakin UniversityGeelong Waurn Ponds CampusAustralia

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