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Computational Intelligence in Information Systems

Proceedings of the Computational Intelligence in Information Systems Conference (CIIS 2020)

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Wida Susanty Haji Suhaili

    1. School of Computing and Informatics, Universti Teknologi Brunei, Gadong, Brunei Darussalam

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  2. Nor Zainah Siau

    1. School of Computing and Informatics, Universiti Teknologi Brunei, Gadong, Brunei Darussalam

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  3. Saiful Omar

    1. School of Computing and Informatics, Universiti Teknologi Brunei, Gadong, Brunei Darussalam

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  4. Somnuk Phon-Amuaisuk

    1. School of Computing and Informatics, Universiti Teknologi Brunei, Gadong, Brunei Darussalam

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  • Presents recent research on computational intelligence in information systems
  • Includes selected papers from the 4th International Conference on Computational Intelligence in Information Systems held in Brunei Darussalam on January 25–27, 2021
  • Written by experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1321)

Included in the following conference series:

Conference proceedings info: CIIS 2021.

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Digital Innovation Towards Sustainable Development Goals

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. Innovation Development and R&D Project Management in Science Organizations and Universities - Data-Driven Model and Analysis

      • Zornitsa Yordanova
      Pages 3-12

    3. Knowledge-Based Practices in Disaster Management: Development Towards Digital Humanism

      • Pg Hj Asmali Pg Badarudin, Fahmi Ibrahim
      Pages 13-25

    4. Destructive Digital Ecosystem of Cyber Bullying Perfective Within the Information Technology Age

      • Desi Setiana, Norainna Besar
      Pages 26-32

    5. A Mobile Application for Mental Health Care During COVID-19 Pandemic: Development and Usability Evaluation with System Usability Scale

      • Muhammad Nazrul Islam, Shahriar Rahman Khan, Noor Nafiz Islam, Md. Rezwan-A-Rownok, Syed Rohit Zaman, Samiha Raisa Zaman
      Pages 33-42

    6. Navigation for the Vision Impaired with Spatial Audio and Ultrasonic Obstacle Sensors

      • Muhd Amin Hj Fauzul, Noor Deenina Hj Mohd Salleh
      Pages 43-53

    7. Smart Navigation Aids for Blind and Vision Impairment People

      • Safaa Najah Saud, Lilysuriazna Raya, Muhammad Irsyad Abdullah, Mohd Zaki Awg Isa
      Pages 54-62

    8. SMAC (Social, Mobile, Analytics, Cloud)-Based Learning Intervention for Introductory Programming – The Trend in the Past 15 Years

      • Salihin Rahim, Saiful Omar, Thien Wan Au, Irwan Mashadi Mashud
      Pages 63-74

    9. Blockchain for the Authentication and Immutability of Academic Credentials Issued in Brunei Darussalam

      • Zara Laila Abdul Hadi, Thien Wan Au
      Pages 75-84

    10. Privacy Policy, Training and Adaption of Employee Monitoring Technology to Curtail Workplace Harassment in Organizations: An Application of TAM

      • Zahidah Ismail, Shahid Anjum
      Pages 85-94

  3. Computational Intelligence and Its Applications

    1. Front Matter

      Pages 95-95
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    2. A Comparative Study of Supervised Machine Learning Techniques for Deceptive Review Identification Using Linguistic Inquiry and Word Count

      • Dinooshi Poornima Jayathunga, R. M. Iranthi Shashikala Ranasinghe, Ramashini Murugiah
      Pages 97-105

    3. A Robust Ensemble Method for Classification in Imbalanced Datasets in the Presence of Noise

      • Chongomweru Halimu, Asem Kasem
      Pages 106-118

    4. Extreme Learning Machine Based Model Improved with Adaptive Activation Functions

      • Tales Lima Fonseca, Leonardo Goliatt
      Pages 119-128

    5. Rockfall Detection from Terrestrial LiDAR Point Clouds by Using DBSCAN with Clutter Removal Based on Grid Density

      • Pitisit Dillon, Jessada Karnjana, Pakinee Aimmanee
      Pages 129-139

    6. Humidity Sensor Drift Detection and Correction Based on a Kalman Filter with an Artificial Neural Network for Commercial Cultivation of Tropical Orchids

      • Kraithep Sirisanwannakul, Nutchanon Siripool, Waree Kongprawechnon, Prachumpong Dangsakul, Udom Lewlomphaisarl, Seksun Sartsatit et al.
      Pages 140-149

    7. Improved Parking Space Recognition via Grassmannian Deep Stacking Network with Illumination Correction

      • Tee Connie, Michael Kah Ong Goh, Voon Chet Koo, Ken T. Murata, Somnuk Phon-Amnuaisuk
      Pages 150-159

    8. A Development Framework for Automated Facial Expression Recognition Systems

      • Bacha Rehman, Wee Hong Ong, Trung Dung Ngo
      Pages 160-171

    9. Use Case of HPVT in Counting Stars: A Vision-Based Approach of Monitoring Natural Events

      • Muizz Kasim, Ken T. Murata, Najibudin Midun, Takamichi Mizuhara, Praphan Pavarangkoon, Somnuk Phon-Amnuaisuk
      Pages 172-181
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  1. Computational Intelligence in Information Systems

Keywords

About this book

This book constitutes the Proceeding of the Computational Intelligence in Information Systems conference (CIIS 2020), held in Brunei, January 25–27, 2021. The CIIS conference provides a platform for researchers to exchange the latest ideas and to present new research advances in general areas related to computational intelligence and its applications. The 23 revised papers presented in this book have been carefully selected from 55 submissions. 

 

 

Editors and Affiliations

  • School of Computing and Informatics, Universti Teknologi Brunei, Gadong, Brunei Darussalam

    Wida Susanty Haji Suhaili

  • School of Computing and Informatics, Universiti Teknologi Brunei, Gadong, Brunei Darussalam

    Nor Zainah Siau, Saiful Omar, Somnuk Phon-Amuaisuk

Bibliographic Information

  • Book Title: Computational Intelligence in Information Systems

  • Book Subtitle: Proceedings of the Computational Intelligence in Information Systems Conference (CIIS 2020)

  • Editors: Wida Susanty Haji Suhaili, Nor Zainah Siau, Saiful Omar, Somnuk Phon-Amuaisuk

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-030-68133-3

  • Publisher: Springer Cham

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

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021

  • Softcover ISBN: 978-3-030-68132-6Published: 19 January 2021

  • eBook ISBN: 978-3-030-68133-3Published: 18 January 2021

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XV, 244

  • Number of Illustrations: 26 b/w illustrations, 64 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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