Fakulti

Fakulti

A B C D E F G H I J K L M N O P Q R S T U V W X Y Z


Zaw Zaw Htike @ Md. Yusof Abd. Ghafur
Associate Professor

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  • Artificial Intelligence - Doctor of Philosophy, Monash University
  • Electronics-Computer and Information - Bachelor Degree, International Islamic University Malaysia
  • ICT ~ Information, Computer And Communications Technology (ICT) ~ Artificial Intelligence ~ Other Artificial Intelligence n.e.c. -
  • 2013 - 2015 , AIRCC
  • 2013 - 2015 Member, Association for Computing Machinery
  • 2013 - 2015 Member, International Association of Computer Science and Information Technology
  • 2010 - 2015 Member, Institute of Electrical and Electronics Engineers
  • 2014 - 2015 Senior Member, Asia-Pacific Chemical, Biological & Environmental Engineering Society
ADVANCED DIGITAL SIGNAL PROCESSING 2018/2019
AUTONOMOUS AGENT SYSTEMS 2017/2018
AUTONOMOUS ROBOTIC SYSTEMS 2016/2017
DIGITAL CONTROL SYSTEM DESIGN 2017/2018
DIGITAL LOGIC DESIGN 2015/2016 2016/2017
DIGITAL SIGNAL PROCESSOR (DSP) BASED SYSTEM 2017/2018
EMBEDDED SYSTEM DESIGN 2016/2017 2017/2018 2018/2019 2019/2020
INTELLIGENT MACHINES 2013/2014 2014/2015
MACHINE VISION 2013/2014 2014/2015 2018/2019 2019/2020
MECHATRONICS SYSTEMS DESIGN 2012/2013
MICROPROCESSOR IN MECHANICAL SYSTEMS 2016/2017
PROJECT 1 2016/2017 2018/2019 2019/2020
PROJECT II 2016/2017
Project II 2019/2020
SIGNAL AND SYSTEMS ANALYSIS 2013/2014 2014/2015 2015/2016 2016/2017 2017/2018 2018/2019
Software Engineering 2018/2019 2019/2020
In Progress
2019 - Present Deep Dynamic Grommet Networks for Spacial Object Recognition
2018 - Present Development of Data Warehouse System
2017 - Present Low-Power Wireless Prototype for Acoustic-Based Glass-Break Detection
2016 - Present Deep Fuzzy Autoencoders for Glass Break Detection
Completed
2017 - 2019 Low-Power Wireless Prototype for Acoustic-Based Glass-Break Detection
2016 - 2019 Deep Fuzzy Autoencoders for Glass Break Detection
2015 - 2018 Novel Framework for Profiling of Small Extra-cellular Non-coding RNA for Diagnosis of Cancer
2014 - 2016 Recognition of Prokaryotic Promoters in DNA sequences Using Semi-Naive Bayesian Models
2014 - 2016 Early Cancer Detection from Microarray Gene Expression using Semi-Naive Bayesian Models
2014 - 2017 Predicting Mental States of Human Brain using Spatiotemporal Multi-Voxel Pattern Recognition
2013 - -1 Intelligent Market Segment Analysis Using Machine Learning
2013 - 2015 Sign Language Synthesizer: Grammatical Parsing
2013 - 2014 Automatic Pulmonary Nodule Detection
2013 - 2015 Real-time Robust Intelligent Video Surveillance System
Article
2019 Glass break detection system using deep auto encoders with fuzzy rules induction algorithm. International Journal of Advanced and Applied Sciences , 6 (2) pp.33-38
2019 Real time end-to-end glass break detection system using LSTM deep recurrent neural network. International Journal of Advanced and Applied Sciences , 6 (3) pp.56-61
2019 Utilizing hierarchical extreme learning machine based reinforcement learning for object sorting. International Journal of Advanced and Applied Sciences , 6 (1) pp.106-113
2019 Vision-based smoke detector. International Journal of Engineering & Technology
2018 Feature fusion H-ELM based learned features and hand-crafted features for human activity recognition. International Journal of Advanced Computer Science and Applications
2018 Feature map size selection for fMRI classification on end-to-end deep convolutional neural networks. International Journal of Advanced and Applied Sciences , 5 (8) pp.95-103
2017 Oral cancer prediction using gene expression profiling and machine learning. International Journal of Applied Engineering Research , 12 (15) pp.4893-4898
2017 Application of machine learning to determine the characteristics of adjacent normal tissues in liver cancer. International Journal of Applied Engineering Research , 12 (22) pp.12319-12321
2016 Vehicle classification system using viola Jones and multi-layer perceptron. International Arab Journal of Information Technology , 13 (Special Issue 2016, No. 6A) pp.965-971
2015 Premalignant pancreatic cancer diagnosis using proteomic pattern analysis. Journal of Medical and Bioengineering , 4 (4) pp.288-292
2015 Road lane tracking based on monocular vision. International Journal of Applied Engineering Research , 10 (8) pp.19647-19658
2015 Automatic vehicle classification system. International Journal of Applied Engineering Research , 10 (8) pp.19633-19646
2015 Leukemia detection from blood smears. Journal of Medical and Bioengineering , 4 (6) pp.488-491
2015 Hierarchical gaussian reinforcement learning for path planning in uncertain environments. International Journal of Applied Engineering Research , 10 (8) pp.20029-20040
2015 Reinforcement learning based techniques in uncertain environments: problems and solutions. International Journal of Applied Engineering Research , 10 (8) pp.20055-20066
2014 Gene expression mining for predicting survivability of patients in early stages of lung cancer. International Journal on Bioinformatics & Biosciences (IJBB) , 4 (2) pp.1-9
2014 Cancer recurrence prediction using machine learning. International Journal of Computational Science and Information Technology (IJCSITY) , 2 (2) pp.11-20
2014 Cancer recognition from DNA microarray gene expression data using averaged one-dependence estimators. International Journal on Cybernetics & Informatics (IJCI) , 3 (2) pp.1-10
2014 Advances in prokaryote classification from microscopic images. Electrical & Computer Engineering: An International Journal (ECIJ) , 3 (2) pp.13-24
2014 Vision based entomology – how to effectively exploit color and shape features. Computer Science & Engineering: An Introduction Journal (CSEIJ) , 4 (2) pp.1-12
2014 Advances in automatic insect classification. Electrical and Electronics Engineering: An International Journal (EEELIJ) , 3 (2) pp.51-63
2014 Brain tumor detection and localization in magnetic resonance imaging. International Journal of Information Technology Convergence and Services (IJITCS) , 4 (1) pp.1-11
2014 Advances in neoplasm identification in medical imaging. International Journal of Computational Science, Information Technology and Control Engineering , 1 (1) pp.7-15
2014 Bacteria identification from microscopic morphology using naïve bayes. International Journal of Computer Science, Engineering and Information Technology (IJCSEIT) , 4 (2) pp.1-9
2014 Tumor detection in medical imaging: a survey . International journal of Advanced Information technology (IJAIT) , 4 (1) pp.21-29
2014 Vision based entomology: a survey. International Journal of Computer science and engineering Survey (IJCSES) , 5 (1) pp.19-31
2014 Bayesian prokaryote classification from microscopic images. Computer Applications: An International Journal (CAIJ) , 1 (1) pp.1-9
2014 Bacteria identification from microscopic morphology: a survey. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI) , 3 (2) pp.1-12
2014 Automatic classification of insects using color-based and shape-based descriptors. International Journal of Applied Control, Electrical and Electronics Engineering , 2 (2) pp.23-35
2014 Glioblastoma multiforme identification from medical imaging using computer vision. International Journal of Soft Computing, Mathematics and Control (IJSCMC) , 3 (2) pp.1-12
2014 Advances in automatic tuberculosis detection in chest x-ray images. Signal & Image Processing : An International Journal (SIPIJ) , 5 (6) pp.41-53
2014 Computer-aided tuberculosis detection in chest radiographs: a review. Electrical & Computer Engineering: An International Journal (ECIJ) , 3 (4) pp.1-14
2013 Classification of eukaryotic splice-junction genetic sequences using averaged one-dependence estimators with subsumption resolution . Procedia Computer Science , 23 pp.36-43
2013 Recognition of promoters in DNA sequences using weightily averaged one-dependence estimators . Procedia Computer Science , 23 pp.60-67
2010 Model-based viewpoint invariant human activity recognition from uncalibrated monocular video sequence. Lecture Notes in Computer Science (LNCS) , 6464 pp.142-152
2010 A hybrid ART-RBF Network Architecture for Viewpoint Invariant Human Activity Recognition. Australian Journal of Intelligent Information Processing Systems , 12 (3) pp.31-37

Conference or Workshop Item

2017 Hierarchical extreme learning machine based reinforcement learning for goal localization. In: 3rd International Conference on Mechanical, Automotive and Aerospace Engineering 2016 (ICMAAE’16)
2017 ANN-based mango external quality grading system. In: First Bi-annual Engineering Conference on Undergraduate Research
2016 HELM based Reinforcement Learning for Goal Localization. In: International Conference on Mechanical, Automotive and Aerospace Engineering
2016 Machine learning in fMRI classification. In: Neuroinformatics 2016
2016 Development of Omni-directional robotic car with human tracking mechanism. In: First Bi-annual Engineering Conference on Undergraduate Research
2016 Fault detection of aircraft engine components using fuzzy unordered rule induction algorithm. In: International Conference on Mechanical, Automotive and Aerospace Engineering
2016 Identification of rotation anomaly of fan disks using random forest model. In: International Conference on Mechanical, Automotive and Aerospace Engineering
2015 Forecasting of monthly temperature variations using random forests. In: International Postgraduate Conference on Engineering Research (IPCER) 2015
2015 Vision-based estimation of altitude from aerial images. In: International Postgraduate Conference on Engineering Research (IPCER) 2015
2015 Vision-based verification of authentic JAKIM halal logo. In: International Postgraduate Conference on Engineering Research (IPCER) 2015
2015 Rice grading using image processing. In: International Postgraduate Conference on Engineering Research (IPCER) 2015
2015 Studies on classification of FMRI data using deep learning approach . In: International Postgraduate Conference on Engineering Research (IPCER) 2015
2015 An FPGA based embedded vision system for real-time motion detection. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2015 A very high speed FPGA-based Sudoku solver. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2015 State of the Art Machine Learning Techniques for Time Series Forecasting: A Survey. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2015 Early Diagnosis of Non-small-cell lung Carcinoma from Gene Expression Using t-Distributed Stochastic Neighbor Embedding. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2015 DNA microarray gene expression analysis for diagnosis of oral dysplasia and squamous-cell carcinoma. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2015 Prognosis of early cervical carcinoma using gene expression profiling. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2015 Classification of Immunosignature Using Random Forests for Cancer Diagnosis. In: International Conference on Advances Technology in Telecommunication, Broadcasting, and Satellite
2014 Computer-aided diagnosis of pulmonary nodules from chest X-rays using rotation forest. In: International Conference on Computer & Communication Engineering (ICCCE 2014)
2014 Complexity algorithm analysis for edit distance. In: 5th International Conference on Computer and Communication Engineering (ICCCE2014)
2014 Word classification for sign language synthesizer using hidden Markov model. In: 5th International Conference on Information & Communication Technology for The Muslim World (ICT4M 2014)
2014 Mathematics: the bottleneck of cancer research. In: International Conference on Mathematical Applications in Engineering (ICMAE’14)
2014 Fruit classification using Viola-Jones detectors. In: International Conference on Mathematical Applications in Engineering (ICMAE’14)
2014 Computer-aided diagnosis of pulmonary nodules from chest X-rays using rotation forest. In: International Conference on Computer & Communication Engineering (ICCCE 2014)
2014 Leukemia detection from blood smears. In: International Conference on Biological and Medical Sciences (ICBMS 2014)
2014 Premalignant pancreatic cancer diagnosis using proteomic pattern analysis. In: International Conference on Biological and Medical Sciences (ICBMS 2014)
2013 Can the future really be predicted?. In: 17th Conference on Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA 2013)
2013 Multi-horizon ternary time series forecasting . In: 17th Conference on Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA 2013
2011 A monocular view-invariant fall detection system for the elderly in assisted home environments. In: 7th International Conference on Intelligent Environments (IE)
2011 Monocular viewpoint invariant human activity recognition. In: IEEE Conference on Robotics, Automation and Mechatronics (RAM)
2011 Model-free viewpoint invariant human activity recognition. In: International MultiConference of Engineers and Computer Scientists 2011 (IMECS 2011),
2010 Viewpoint invariant reconstruction of 3D human skeleton from monocular images. In: Sixth International Conference on Intelligent Environments
2010 Real-time human activity recognition using external and internal spatial features. In: Sixth International Conference on Intelligent Environments (IE)
2009 Fuzzy-based path analysis. In: Workshop on Advances in Intelligent Computing

Book

Book Section

2016 Smart prayer mat. In: Engineering Research with Ethics and Values Centre for Islamisation (CENTRIS)
2011 A review of path detection in intelligent video surveillance. In: Mechatronics book series: Selected papers from ICOM'01, ICOM'05 and ICOM'08 IIUM Press . ISBN 9789670225685 , pp.258-263
2011 Path detection implementation using fuzzy classifier. In: Mechatronics book series: System design and signal processing IIUM Press . ISBN 9789674181321 , pp.171-179
2011 Introduction to intelligent video surveillance system. In: Human Behaviour recognition, Identification and Computer Interaction IIUM Press . ISBN 978-967-418-156-7 , pp.107-112
2011 Human path detection : a review. In: Human Behaviour Recognition, Identification and Computer Interaction IIUM Press . ISBN 978-967-418-156-7 , pp.113-128
2011 Fuzzy set theory. In: Human Behaviour Recognition,Iidentification and Computer Interaction IIUM Press . ISBN 978-967-418-156-7 , pp.129-137
2011 The Mamdani fuzzy inference algorithm. In: Human Behaviour Recognition,Iidentification and Computer Interaction IIUM Press . ISBN 978-967-418-156-7 , pp.138-144
2011 Human path classifier architecture. In: Human Behaviour Recognition, Identification and Ccomputer Interaction IIUM Press . ISBN 978-967-418-156-7 , pp.145-153