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RISC-V instruction set extension on blockchain application
Published 2024“…This project is an instruction set extension project based on RISC-V architecture for academic purpose. …”
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Final Year Project / Dissertation / Thesis -
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Detection of eye movements based on EEG signals and the SAX algorithm
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Performance evaluation and enhancement of EDCA protocol to improve the voice capacity in wireless network
Published 2017“…This separation contributes in determining the effect of access point on the network performance as well as it allows in evaluating the algorithms that based on the differentiation between the access point and stations. …”
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Thesis -
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Smart and energy aware routing for the internet of mobile things
Published 2021“…This can also be concluded that the SEA routing algorithm is smart and energy aware based on the results obtained.…”
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Final Year Project / Dissertation / Thesis -
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Performance Evaluation of Vector Evaluated Gravitational Search Algorithms Based on ZDT Test Functions
Published 2014“…This paper presents a performance evaluation of Vector Evaluated Gravitational Search Algorithm (VEGSA), namely VEGSA-I and VEGSA-II algorithms, for multi-objective optimization problems. …”
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Article -
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Crytojacking Classification based on Machine Learning Algorithm
Published 2024journal::journal article -
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Evaluation of Visual Network Algorithms on Historical Documents
Published 2020“…The evaluation found that FA2 algorithm when combined with MC algorithm produce the best network representation for SAGA. …”
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Thesis -
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Evaluation of dynamic programming among the existing stereo matching algorithms
Published 2015“…On this research is to perform an evaluation on the performance between the dynamic programming with other existing method as comparison. …”
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Development of an Automated Technique for Reconstructing Jawi Characters in Historical Documents
Published 2007“…The results of the algorithms were mathematically evaluated using the Relative Foreground Area Error. …”
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Optimizing Cloud Storage Costs: Introducing the Pre-Evaluation-Based Cost Optimization (PECSCO) Mechanism
Published 2025“…The core of the algorithm utilizes a Genetic Algorithm (GA) to find the optimal position for the first evaluator by minimizing the total distance between this evaluator and all CCTV nodes, aiming for surveillance efficiency. …”
Conference paper -
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Vector Evaluated Gravitational Search Algorithm (VEGSA) for multi-objective optimization problems
Published 2012“…This paper presents a novel algorithm, which is based on Gravitational Search Algorithm (GSA), for multiobjective optimization problems. …”
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Conference or Workshop Item -
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Modified Contrast Limited Adaptive Histogram Equalization for high dynamic range images
Published 2012“…For assessment, a subjective and an objective evaluation were conducted to evaluate the performance of the tone mapping algorithm. …”
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Thesis -
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Mismatch losses minimization in photovoltaic arrays by arranging modules applying a genetic algorithm
Published 2014“…This work introduces a new method that employs genetic algorithm (GA) to find an arrangement of modules in an array which minimizes mismatch losses more effectively than conventional methods do. …”
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Article -
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Information Theoretic-based Feature Selection for Machine Learning
Published 2018“…Thus, this thesis has developed and evaluated a filter based Information Theoretic-based Feature Selection (IFS) for machine learning. …”
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Thesis -
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Document clustering based on firefly algorithm
Published 2015“…Document clustering is widely used in Information Retrieval however, existing clustering techniques suffer from local optima problem in determining the k number of clusters.Various efforts have been put to address such drawback and this includes the utilization of swarm-based algorithms such as particle swarm optimization and Ant Colony Optimization.This study explores the adaptation of another swarm algorithm which is the Firefly Algorithm (FA) in text clustering.We present two variants of FA; Weight- based Firefly Algorithm (WFA) and Weight-based Firefly Algorithm II (WFAII).The difference between the two algorithms is that the WFAII, includes a more restricted condition in determining members of a cluster.The proposed FA methods are later evaluated using the 20Newsgroups dataset.Experimental results on the quality of clustering between the two FA variants are presented and are later compared against the one produced by particle swarm optimization, K-means and the hybrid of FA and -K-means. …”
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Efficient and secured compression and steganography technique in wireless sensor network
Published 2016“…Second, an improved steganographic algorithm based on the infamous Least Significant Bit (LSB) is proposed for hiding the sensed data scheduled for transmission. …”
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Thesis -
20
A Systematic Literature Review of Machine Learning Methods for Short-term Electricity Forecasting
Published 2023Conference Paper
