Computational Intelligence in Information Systems

1. Front Matter

   Pages i-xv

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2. Intelligent Systems and Their Applications

   1. Front Matter

      Pages 1-1

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   2. Higher Order Spectral Analysis of Vibration Signals and Convolutional Neural Network for the Fault Diagnosis of an Induction Motor Bearings

      • Muhammad Sohaib, Jong-Myon Kim

      Pages 3-12

   3. 1D CNN-Based Transfer Learning Model for Bearing Fault Diagnosis Under Variable Working Conditions

      • Md Junayed Hasan, Muhammad Sohaib, Jong-Myon Kim

      Pages 13-23

   4. Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network

      • Abdulghani Ali Ahmed

      Pages 24-35

   5. Modified ANFIS with Less Model Complexity for Classification Problems

      • Noreen Talpur, Mohd Najib Mohd Salleh, Kashif Hussain, Haseeb Ali

      Pages 36-47

   6. An Efficient Robust Hyper-Heuristic Algorithm to Clustering Problem

      • Mohammad Babrdel Bonab, Yong Haur Tay, Siti Zaiton Mohd Hashim, Khoo Thau Soon

      Pages 48-60

   7. Test Case and Requirement Selection Using Rough Set Theory and Conditional Entropy

      • Noor Fardzilawati Md Nasir, Noraini Ibrahim, Mustafa Mat Deris, Mohd. Zainuri Saringat

      Pages 61-71

   8. A Framework to Detect Compromised Websites Using Link Structure Anomalies

      • Patchmuthu Ravi Kumar, Perianayagam Herbert Raj, Perianayagam Jelciana

      Pages 72-84

3. Network Centric Computing

   1. Front Matter

      Pages 85-85

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   2. A Performance Study of High-End Fog and Fog Cluster in iFogSim

      • Fatin Hamadah Rahman, Thien Wan Au, S. H. Shah Newaz, Wida Susanty Haji Suhaili

      Pages 87-96

   3. Load Balancing in Mobile Cloud Computing Using Bin Packing’s First Fit Decreasing Method

      • P. Herbert Raj, P. Ravi Kumar, P. Jelciana

      Pages 97-106

   4. Independent and Distributed Access to Encrypted Cloud Databases

      • Marlapalli Krishna, K. Chaitanya Deepthi, Soni Lanka, S. B. P. Rani Bandlamudi, Rama Rao Karri

      Pages 107-116

   5. Background Traffic Load Aware Video Class-Lecture Client Admission in a Bandwidth Constrained Campus Network

      • Siti Aisyah binti Haji Jalil, Amirah Ruyaieda binti Haji Abdul Majid, Mohammad Ramzi bin Salleh, Fatin Hamadah Rahman, Mohammad Rakib Uddin, S. H. Shah Newaz et al.

      Pages 117-128

4. Green Computing

   1. Front Matter

      Pages 129-129

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   2. Big Data Analytics and IoT Gadgets for Tech Savvy Cities

      • N. Venkata Ramana, Puvvada Nagesh, Soni Lanka, Rama Rao Karri

      Pages 131-144

   3. Improving Accuracy of Dissolved Oxygen Measurement in an Automatic Aerator-Control System for Shrimp Farming by Kalman Filtering

      • Jessada Karnjana, Thanika Duangtanoo, Seksun Sartsatit, Sommai Chokrung, Anuchit Leelayuttho, Kasorn Galajit et al.

      Pages 145-156

   4. Towards Developing a Peatland Fire Prevention System for Brunei Darussalam

      • Nurul Wardah Haji Hamzah, Siti Aisyah Haji Jalil, Wida Susanty Haji Suhaili

      Pages 157-167

   5. Smartwatch-Based Application for Enhanced Healthy Lifestyle in Indoor Environments

      • Gonçalo Marques, Rui Pitarma

      Pages 168-177

   6. A Data Mining Approach for Inventory Forecasting: A Case Study of a Medical Store

      • Burhan Rashid Hussein, Asem Kasem, Saiful Omar, Nor Zainah Siau

      Pages 178-188

This book constitutes the Proceeding of the Computational Intelligence in Information Systems conference (CIIS 2018), held in Brunei, November 16 - 18, 2018. 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 application. The 19 revised papers presented in this book have been carefully selected from 41 submissions.

The Conference contributes to major fields of the Computing and Information Systems in theoretical and practical aspects. This include Computational Intelligence Techniques, Data Mining, Big Data, the Internet of Things (IoTs), Machine Learning, Predictive Analytics, Product and Design technology, Smart Products, Human Centered Design (HCD), Additive Manufacturing, Information Security, Computer Networks and Cyber Technologies.

 

• Intelligent Systems
• Computational Intelligence
• Information Systems
• CIIS 2018
• Intelligent Computing

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

  Saiful Omar, Wida Susanty Haji Suhaili

• Centre for Innovative Engineering, Universiti Teknologi Brunei, Gadong, Brunei Darussalam

  Somnuk Phon-Amnuaisuk

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