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Recent Trends in Data Science and Soft Computing

Proceedings of the 3rd International Conference of Reliable Information and Communication Technology (IRICT 2018)

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Faisal Saeed

    1. College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

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  2. Nadhmi Gazem

    1. Information Systems Department, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia

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  3. Fathey Mohammed

    1. Information Technology Department, Faculty of Engineering and Information Technology, Taiz University, Taiz, Yemen

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  4. Abdelsalam Busalim

    1. Information Systems Department, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia

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  • Examines the current challenges in Data Science, AI and IoT for the Fourth Industrial Revolution
  • Presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), held in Kuala Lumpur, Malaysia on July 23–24, 2018
  • Assesses the challenges facing data engineers and scientists working on smart homes, smart cities, healthcare and other applications for the Fourth Industrial Revolution

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 843)

Included in the following conference series:

Conference proceedings info: IRICT 2018.

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Table of contents (103 papers)

  1. Front Matter

    Pages i-xxiii
    Download chapter PDF

  2. Data Science and Big Data Analytics

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Deep Belief Network for Molecular Feature Selection in Ligand-Based Virtual Screening

      • Maged Nasser, Naomie Salim, Hentabli Hamza, Faisal Saeed
      Pages 3-14

    3. Energy-Efficient Resource Allocation Technique Using Flower Pollination Algorithm for Cloud Datacenters

      • Mohammed Joda Usman, Abdul Samad Ismail, Abdulsalam Yau Gital, Ahmed Aliyu, Tahir Abubakar
      Pages 15-29

    4. Schema Proposition Model for NoSQL Applications

      • Abdullahi Abubakar Imam, Shuib Basri, Rohiza Ahmad, María T. González-Aparicio
      Pages 30-39

    5. Data Mining Techniques for Disease Risk Prediction Model: A Systematic Literature Review

      • Wan Muhamad Taufik Wan Ahmad, Nur Laila Ab Ghani, Sulfeeza Mohd Drus
      Pages 40-46

    6. Quality Features for Summarizing Text Forum Threads by Selecting Quality Replies

      • Akram Osman, Naomie Salim, Faisal Saeed, Ibrahim Abdelhamid
      Pages 47-56

    7. Modelling and Forecasting Indoor Illumination Time Series Data from Light Pipe System

      • Waddah Waheeb, Rozaida Ghazali, Lokman Hakim Ismail, Aslila Abd Kadir
      Pages 57-64

    8. A Model for Addressing Quality Issues in Big Data

      • Grace Amina Onyeabor, Azman Ta’a
      Pages 65-73

    9. Climbing Harmony Search Algorithm for Nurse Rostering Problems

      • Mohammed Hadwan, Masri Ayob, Mohammed Al-Hagery, Bassam Naji Al-Tamimi
      Pages 74-83

    10. Analyzing Traffic Accident and Casualty Trend Using Data Visualization

      • Abdullah Sakib, Saiful Adli Ismail, Haslina Sarkan, Azri Azmi, Othman Mohd Yusop
      Pages 84-94

    11. Towards Real-Time Customer Satisfaction Prediction Model for Mobile Internet Networks

      • Ayisat W. Yusuf-Asaju, Zulkhairi B. Dahalin, Azman Ta’a
      Pages 95-104

    12. Data Quality Issues in Big Data: A Review

      • Fathi Ibrahim Salih, Saiful Adli Ismail, Mosaab M. Hamed, Othman Mohd Yusop, Azri Azmi, Nurulhuda Firdaus Mohd Azmi
      Pages 105-116

    13. Comparative Study of Segmentation and Feature Extraction Method on Finger Movement

      • Nurazrin Mohd Esa, Azlan Mohd Zain, Mahadi Bahari, Suhaila Mohd Yusuf
      Pages 117-127

    14. Realizing the Value of Big Data in Process Monitoring and Control: Current Issues and Opportunities

      • Saddaf Rubab, Syed A. Taqvi, Mohd Fadzil Hassan
      Pages 128-138

    15. Big Data Analytics in the Malaysian Public Sector: The Determinants of Value Creation

      • Esmat A. Wahdain, Ahmad Suhaimi Baharudin, Mohammad Nazir Ahmad
      Pages 139-150

    16. Comparing the Performance of FCBF, Chi-Square and Relief-F Filter Feature Selection Algorithms in Educational Data Mining

      • Maryam Zaffar, Manzoor Ahmed Hashmani, K. S. Savita
      Pages 151-160

    17. The Study of Co-occurrences Index’s Keywords for Malaysian Publications

      • Nurul Mardhiah Azura Md. Nadzar, Aryati Bakri, Roliana Ibrahim
      Pages 161-172

    18. The Impacts of Singular Value Decomposition Algorithm Toward Indonesian Language Text Documents Clustering

      • Muhammad Ihsan Jambak, Fathey Mohammed, Novita Hidayati, Rusdi Efendi, Rifkie Primartha
      Pages 173-183

  3. Artificial Intelligence: Machine Learning and Optimization Techniques

    1. Front Matter

      Pages 185-185
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  1. Recent Trends in Data Science and Soft Computing

Keywords

About this book

This book presents the proceedings of the 3rd International Conference of Reliable Information and Communication Technology 2018 (IRICT 2018), which was held in Kuala Lumpur, Malaysia, on July 23–24, 2018. The main theme of the conference was “Data Science, AI and IoT Trends for the Fourth Industrial Revolution.” A total of 158 papers were submitted to the conference, of which 103 were accepted and considered for publication in this book. Several hot research topics are covered, including Advances in Data Science and Big Data Analytics, Artificial Intelligence and Soft Computing, Business Intelligence, Internet of Things (IoT) Technologies and Applications, Intelligent Communication Systems, Advances in Computer Vision, Health Informatics, Reliable Cloud Computing Environments, Recent Trends in Knowledge Management, Security Issues in the Cyber World, and Advances in Information Systems Research, Theories and Methods.

Editors and Affiliations

  • College of Computer Science and Engineering, Taibah University, Medina, Saudi Arabia

    Faisal Saeed

  • Information Systems Department, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, Malaysia

    Nadhmi Gazem, Abdelsalam Busalim

  • Information Technology Department, Faculty of Engineering and Information Technology, Taiz University, Taiz, Yemen

    Fathey Mohammed

Bibliographic Information

  • Book Title: Recent Trends in Data Science and Soft Computing

  • Book Subtitle: Proceedings of the 3rd International Conference of Reliable Information and Communication Technology (IRICT 2018)

  • Editors: Faisal Saeed, Nadhmi Gazem, Fathey Mohammed, Abdelsalam Busalim

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-99007-1

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-319-99006-4Published: 09 September 2018

  • eBook ISBN: 978-3-319-99007-1Published: 08 September 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XXIII, 1126

  • Number of Illustrations: 311 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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