Computational Intelligence in Information Systems: Proceedings of the Computational Intelligence in Information Systems Conference (CIIS 2018)

Front Matter ....Pages i-xv
Front Matter ....Pages 1-1
 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
 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
 Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network  (Abdulghani Ali Ahmed)....Pages 24-35
 Modified ANFIS with Less Model Complexity for Classification Problems  (Noreen Talpur, Mohd Najib Mohd Salleh, Kashif Hussain, Haseeb Ali)....Pages 36-47
 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
 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
 A Framework to Detect Compromised Websites Using Link Structure Anomalies  (Patchmuthu Ravi Kumar, Perianayagam Herbert Raj, Perianayagam Jelciana)....Pages 72-84
Front Matter ....Pages 85-85
 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
 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
 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
 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
Front Matter ....Pages 129-129
 Big Data Analytics and IoT Gadgets for Tech Savvy Cities  (N. Venkata Ramana, Puvvada Nagesh, Soni Lanka, Rama Rao Karri)....Pages 131-144
 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
 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
 Smartwatch-Based Application for Enhanced Healthy Lifestyle in Indoor Environments  (Gonçalo Marques, Rui Pitarma)....Pages 168-177
 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
Front Matter ....Pages 189-189
 Learning to Navigate in 3D Virtual Environment Using Q-Learning  (Nurulhidayati Haji Mohd Sani, Somnuk Phon-Amnuaisuk, Thien Wan Au, Ee Leng Tan)....Pages 191-202
 Pixel-Based LSTM Generative Model  (Somnuk Phon-Amnuaisuk, Noor Deenina Hj Mohd Salleh, Siew-Leing Woo)....Pages 203-212
 Implementation of Low-Cost 3D-Printed Prosthetic Hand and Tasks-Based Control Analysis  (Saiful Omar, Asem Kasem, Azhan Ahmad, Seri Rahayu Ya’akub, Safwan Ahman, Esa Yunus)....Pages 213-223
 Self-Trackam  (Shiqah Natasya binti Muhammad Hadi, Mariatul Kiptiah binti Ariffin)....Pages 224-233
Back Matter ....Pages 235-236