Computational Science and Technology: 5th ICCST 2018, Kota Kinabalu, Malaysia, 29-30 August 2018

572 Pages·2019·41.257 MB·English

by  Rayner Alfred, Yuto Lim, Ag Asri Ag Ibrahim, Patricia Anthony

Lecture Notes in Electrical Engineering 481
Rayner Alfred
Yuto Lim
Ag Asri Ag Ibrahim
Editors
Patricia Anthony   
Computational
Science and
Technology
5th ICCST 2018, Kota Kinabalu,
Malaysia, 29–30 August 2018
Lecture Notes in Electrical Engineering
Volume 481
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Rayner Alfred Yuto Lim
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Ag Asri Ag Ibrahim Patricia Anthony
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Editors
Computational Science
and Technology
5th ICCST 2018, Kota Kinabalu, Malaysia,
–
29 30 August 2018
123
Editors
Rayner Alfred AgAsri AgIbrahim
KnowledgeTechnology Research Unit, Faculty of Computing andInformatics
Faculty ofComputing andInformatics Universiti Malaysia Sabah
Universiti Malaysia Sabah KotaKinabalu, Sabah,Malaysia
KotaKinabalu, Sabah,Malaysia
Patricia Anthony
YutoLim LincolnUniversity
Schoolof Information Science, Christchurch, NewZealand
Security andNetworks Area
JapanAdvancedInstitute ofScience
andTechnology
Ishikawa, Japan
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-981-13-2621-9 ISBN978-981-13-2622-6 (eBook)
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Preface
Computational Science and Technology is a rapidly growing multi- and interdis-
ciplinary field that uses advanced computing and data analysis to understand and
solve complex problems. The absolute size of many challenges in computational
science and technology demands the use of supercomputing, parallel processing,
sophisticated algorithms and advanced system software and architecture.
TheICCST17conferenceprovidesauniqueforumtoexchangeinnovativeresearch
ideas, recent results, and share experiences among researchers and practitioners in
the field of advanced computational science and technology.
Building on the previous four conferences that include Regional Conference
on Computational Science and Technology (RCSST 2007), the International
Conference on Computational Science and Technology (ICCST 2014), the Third
International Conference on Computational Science and Technology 2016
(ICCST 2016) and the Fourth International Conference on Computational Science
and Technology 2017 (ICCST 2017) successful meetings, the FIFTH INTER-
NATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND
TECHNOLOGY (ICCST 2018)pro-gram offers practitioners andresearchers from
academiaandindustrythepossibilitytosharecomputationaltechniquesandsolutions
inthisarea,toidentifynewissues,andtoshapefuturedirectionsforresearch,aswell
as to enable industrial users to apply leading-edge large-scale high-performance
computationalmethods.
Thisvolumepresentsatheoryandpracticeofongoingresearchincomputational
science and technology. The focuses of this volume is on a broad range of
methodological approaches and empirical references points including artificial
intelligence, cloud computing, communication and data networks, computational
intelligence, data mining and data warehousing, evolutionary computing,
high-performance computing, information retrieval, knowledge discovery, knowl-
edge management, machine learning, modeling and simulations, parallel and dis-
tributed computing, problem-solving environments, semantic technology, soft
computing, system-on-chip design and engineering, text mining, visualization and
web-based and service computing . The carefully selected contributions to this
volume were initially accepted for oral presentation during the Fifth International
v
vi Preface
Conference on Computational Science and Technology (ICCST18) held on 29–
30thAugustinKotaKinabalu,Malaysia.Thelevelofcontributionscorrespondsto
thatofadvancedscientificworks,althoughseveralofthemcouldbeaddressedalso
to non-expert readers. The volume brings together 55 chapters.
Inconcluding,wewouldalsoliketoexpressourdeepgratitudeandappreciation
toalltheprogramcommitteemembers,panelreviewers,organizingcommitteesand
volunteers for your fforts to make this conference a successful event. It is worth
emphasizing that much theoretical and empirical work remains to be done. It is
encouragingtofindthatmoreresearchoncomputationalscienceandtechnologyis
still required. We sincerely hope the readers will find this book interesting, useful
and informative and it will give then a valuable inspiration for original and inno-
vative research.
Kota Kinabalu, Malaysia Rayner Alfred
Ishikawa, Japan Yuto Lim
Kota Kinabalu, Malaysia Ag Asri Ag Ibrahim
Christchurch, New Zealand Patricia Anthony
Contents
Automatic Classification and Retrieval of Brain Hemorrhages. . . . . . . . 1
HauLee Tong,Mohammad FaizalAhmadFauzi,SuChengHaw,HuNg
and Timothy Tzen Vun Yap
Towards Stemming Error Reduction for Malay Texts. . . . . . . . . . . . . . 13
MohamadNizamKassim,ShaifulHishamMatJali,MohdAizainiMaarof
and Anazida Zainal
Contactless Palm Vein ROI Extraction using Convex Hull
Algorithm. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 25
Wee Lorn Jhinn, Michael Goh Kah Ong, Lau Siong Hoe and Tee Connie
ARobustAbnormalBehaviorDetectionMethod UsingConvolutional
Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 37
Nian Chi Tay, Tee Connie, Thian Song Ong, Kah Ong Michael Goh
and Pin Shen Teh
Cryptanalysis of Improved and Provably Secure Three-Factor User
Authentication Scheme for Wireless Sensor Networks . . . . . . . . . . . . . . 49
Jihyeon Ryu, Taeui Song, Jongho Moon, Hyoungshick Kim
and Dongho Won
User Profiling in Anomaly Detection of Authorization Logs. . . . . . . . . . 59
Zahedeh Zamanian, Ali Feizollah, Nor Badrul Anuar,
Miss Laiha Binti Mat Kiah, Karanam Srikanth and Sudhindra Kumar
Agent based integer programming framework for solving real-life
curriculum-based university course timetabling . . . . . . . . . . . . . . . . . . . 67
Mansour Hassani Abdalla, Joe Henry Obit, Rayner Alfred
and Jetol Bolongkikit
3D Face Recognition using Kernel-based PCA Approach . . . . . . . . . . . 77
Marcella Peter, Jacey-Lynn Minoi and Irwandi Hipni Mohamad Hipiny
vii
viii Contents
Mobile-Augmented Reality Framework For Students Self-Centred
Learning In Higher Education Institutions. . . . . . . . . . . . . . . . . . . . . . . 87
Aaron Frederick Bulagang and Aslina Baharum
Computational Optimization Analysis of Feedforward plus Feedback
Control Scheme for Boiler System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 97
I. M. Chew, F. Wong, A. Bono, J. Nandong and K. I. Wong
Smart Verification Algorithm for IoT Applications using QR Tag. . . . . 107
Abbas M. Al-Ghaili, Hairoladenan Kasim, Fiza Abdul Rahim,
Zul-Azri Ibrahim, Marini Othman and Zainuddin Hassan
Daily Activities Classification on Human Motion Primitives
Detection Dataset . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 117
Zi Hau Chin, Hu Ng, Timothy Tzen Vun Yap, Hau Lee Tong,
Chiung Ching Ho and Vik Tor Goh
Implementation of Quarter-Sweep Approach in Poisson Image
Blending Problem. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 127
Jeng Hong Eng, Azali Saudi and Jumat Sulaiman
Autonomous Road Potholes Detection on Video. . . . . . . . . . . . . . . . . . . 137
Jia Juang Koh, Timothy Tzen Vun Yap, Hu Ng, Vik Tor Goh,
Hau Lee Tong, Chiung Ching Ho and Thiam Yong Kuek
Performance Comparison of Sequential and Cooperative Integer
Programming Search Methodologies in Solving Curriculum-Based
University Course Timetabling Problems (CB-UCT) . . . . . . . . . . . . . . . 145
Mansour Hassani Abdalla, Joe Henry Obit, Rayner Alfred
and Jetol Bolongkikit
A Framework for Linear TV Recommendation by Leveraging
Implicit Feedback. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155
Abhishek Agarwal, Soumita Das, Joydeep Das and Subhashis Majumder
Study of Adaptive Model Predictive Control for Cyber-Physical
Home Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165
Sian En Ooi, Yuan Fang, Yuto Lim and Yasuo Tan
Implementation of Constraint Programming and Simulated
Annealing for Examination Timetabling Problem . . . . . . . . . . . . . . . . . 175
Tan Li June, Joe H. Obit, Yu-Beng Leau and Jetol Bolongkikit
Time Task Scheduling for Simple and Proximate Time Model
in Cyber-Physical Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 185
Yuan Fang, Sian En Ooi, Yuto Lim and Yasuo Tan
Contents ix
DDoS Attack Monitoring using Smart Controller Placement
in Software Defined Networking Architecture . . . . . . . . . . . . . . . . . . . . 195
Muhammad Reazul Haque, Saw C. Tan, Zulfadzli Yusoff, Ching K. Lee
and Rizaludin Kaspin
Malay Language Speech Recognition for Preschool Children using
Hidden Markov Model (HMM) System Training. . . . . . . . . . . . . . . . . . 205
Marlyn Maseri and Mazlina Mamat
A Formal Model of Multi-agent System for University Course
Timetabling Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
Kuan Yik Junn, Joe Henry Obit, Rayner Alfred and Jetol Bolongkikit
An Investigation towards Hostel Space Allocation Problem
with Stochastic Algorithms. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 227
Joe Henry Obit, Kuan Yik Junn, Rayner Alfred, Jetol Bolongkikit
and Ong Yan Sheng
Sensor Selection based on Minimum Redundancy Maximum
Relevance for Activity Recognition in Smart Homes . . . . . . . . . . . . . . . 237
Saed Sa’deh Juboor, Sook-Ling Chua and Lee Kien Foo
Improving Network Service Fault Prediction Performance
with Multi-Instance Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 249
Leonard Kok, Sook-Ling Chua, Chin-Kuan Ho, Lee Kien Foo
and Mohd Rizal Bin Mohd Ramly
Identification of Road Surface Conditions using IoT Sensors
and Machine Learning. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 259
Jin Ren Ng, Jan Shao Wong, Vik Tor Goh, Wen Jiun Yap,
Timothy Tzen Vun Yap and Hu Ng
Real-Time Optimal Trajectory Correction (ROTC)
for Autonomous Omnidirectional Robot. . . . . . . . . . . . . . . . . . . . . . . . . 269
Noorfadzli Abdul Razak, Nor Hashim Mohd Arshad, Ramli Bin Adnan,
Norashikin M. Thamrin and Ng Kok Mun
Incorporating Cellular Automaton based Microscopic Pedestrian
Simulation and Genetic Algorithm for Spatial Layout Design
Optimization. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 283
Najihah Ibrahim, Fadratul Hafinaz Hassan and Safial Aqbar Zakaria
QoE Enhancements for Video Traffic in Wireless Networks
through Selective Packet Drops . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295
Najwan Khambari and Bogdan Ghita