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1
A framework of test case prioritisation in regression testing using particle swarm-artificial bee colony algorithm
Published 2024“…This research employed a modified version of the Design Science Research Methodology (DSRM), streamlined into five stages: problem identification, theoretical study, framework development, evaluation, and reporting. …”
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Thesis -
2
An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…In order to address the challenges that mentioned above in this study, in the first phase, a novel architecture based on ensemble feature selection techniques include Modified Binary Bat Algorithm (NBBA), Binary Quantum Particle Swarm Optimization (QBPSO) Algorithm and Binary Quantum Gravita tional Search Algorithm (QBGSA) is hybridized with the Multi-layer Perceptron (MLP) classifier in order to select relevant feature subsets and improve classification accuracy. …”
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3
An Intelligent Detection System for Rheumatoid Arthritis (RA) Disease using Image Processing
Published 2014“…The images obtained from MIVIA dataset has been manually segmented to cell level from the image level. Developing an automated segmentation algorithm might give better results.…”
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Final Year Project -
4
Dyslexia handwriting detection using Convolutional Neural Network (CNN) algorithm / Sofea Najihah Mohd Zaki
Published 2024“…Convolutional Neural Network (CNN) algorithm was chosen as one of the possible solutions after a thorough analysis of many algorithms for dyslexic handwriting identification. …”
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5
Efficient hardware design for palm-dorsa vein image enhancement
Published 2018“…The aim of this thesis is to develop hardware design for palm-dorsa vein image enhancement algorithm. …”
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Acquisition of context-based word recognition by reinforcement learning using a recurrent neural network
Published 2012“…However, since a regular layered neural network was used, the recognition and movement functions were limited to the case where the whole pattern is in the visual field. Furthermore, only two patterns were used.In this thesis, context-based word recognition learning system was developed. 6 words that need context-based recognition function for the words to be recognized were chosen. …”
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8
Acquisition of context-based word recognition by reinforcement learning using a recurrent neural network
Published 2012“…For an example, when we read a book, we do not usually seem to read it -by recognizing each character one by one. …”
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9
Acquisition of context-based word recognition by reinforcement learning using a recurrent neural network
Published 2012“…However, since a regular layered neural network was used, the recognition and movement functions were limited to the case where the whole pattern is in the visual field. Furthermore, only two patterns were used.In this thesis, context-based word recognition learning system was developed. 6 words that need context-based recognition function for the words to be recognized were chosen. …”
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Undergraduates Project Papers -
10
Teaching and learning qur'anic Arabic utilizing adaptive and intelligent systems for collaborative learning (EDW B13-084-0969)
Published 2015“…The goals of this research are: (a) to determine the applicability of learner corpus research through automated pattern extraction from available Qur'anic corpora (b) to investigate declarative memory modeling approaches in order to develop a quantitative algorithm to maximize learning and (c) to explore the possibilities of utilizing existing social networks to enhance learner motivation.…”
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Monograph -
11
Extracting Object Oriented Software Architecture from C++ Source Code
Published 2000“…Reverse engineering, design pattern, and graphics are the underlying techniques supplied. …”
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Thesis -
12
Measuring aircraft altimetry system error using automatic dependent surveillance-broadcast data / Kalyani Bahskaran
Published 2021“…The algorithm reads inputs of the ADS-B data file, stores all the required fields for processing either all or a single flight, and finally the ASE will be calculated. …”
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13
Fuzzy-based multi-agent approach for reliability assessment and improvement of power system protection
Published 2015“…The second agent is a reliability evaluation agent that uses a recursive algorithm to predict the suitability generator based on the frequency and duration reliability indices in each state while the third agent is the storage and transfer of data between the other two agents. …”
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14
Development of an image rotary encoder for motion control
Published 2013“…Therefore, the developed image rotary encoder successfully functions as an absolute rotary encoder.…”
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15
Development of an image rotary encoder for motion control
Published 2013“…Therefore, the developed image rotary encoder successfully functions as an absolute rotary encoder.…”
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Undergraduates Project Papers -
16
A smart metering for energy management system via GSM-SMS based protocol
Published 2011“…Energy resources and their management is one of the prime challenges to world especially developing countries like Malaysia where the significant contribution to energy generation is based on imported resources. …”
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Undergraduates Project Papers -
17
Evolutionary cost-cognizant regression test case prioritization for object-oriented programs
Published 2019“…Afterward evolutionary algorithm (EA) was employed to prioritize test cases based on the rate severity of fault detection per unit test cost. …”
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18
An early warning system for students at risk using supervised machine learning
Published 2024“…The web-based platform enables educational institutions to explore data patterns and analyse current crucial key performance metrics conditions. …”
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