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An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…In addition, experiments prove that the ensemble algorithms select highly relevant features to feed the MLP comparing individual techniques in terms of classifier performance through lower false positive, higher accuracy, and better CPU time.…”
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A framework of test case prioritisation in regression testing using particle swarm-artificial bee colony algorithm
Published 2024“…Validation was conducted through three experiments involving four Java programs. …”
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A multi-filter feature selection in detecting distributed denial-of-service attack
Published 2019“…In addition, the proposed M2FS method is developed through WEKA API with Java Programming language using the IDE of Eclipse Java. …”
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Fruit-Fly Based Searching Algorithm For Cooperative Swarming Robotic System
Published 2013“…In this thesis, a simple framework and methodology in developing a bio-inspired algorithm for cooperative swarming robotic application has been developed. …”
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Novel approach for secure cover file of hidden data in the unused area within EXE file using computation between cryptography and steganography
Published 2009“…The system includes two main functions; first is the hiding of the information in unused area 2 of PE-file (.EXE file), through the execution of four process (specify the cover file, specify the information file, encryption of the information, and hiding the information) and the second function is the extraction of the hiding information through three process (specify the steno file, extract the information, and decryption of the information) and The proposed system is implemented by using java.…”
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Investigating feed mix problem approaches: An overview and potential solution
Published 2010“…Hybrid GA technique with artificial bee algorithm is expected to reduce the penalty function and provide a better solution for the feed mix problem.…”
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Friendship Degree and Tenth Man Strategy: A new method for differentiating between erroneous readings and true events in wireless sensor networks
Published 2023“…FD-TMS was comprehensively assessed in a simulation environment utilizing a performance analysis tool constructed on Java. The results were compared to the baseline algorithm, highlighting key parameters like false alarms and event detection accuracy. …”
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Visualisation tool to study malaria transmission using network modelling
Published 2014“…Java was used to implement the visualisation tool. …”
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Final Year Project Report / IMRAD -
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Design & Development of a Robotic System Using LEGO Mindstorm
Published 2006“…The model involves motorize movement, sensors detection and machine vision to be manipulated by the programmers inside their programs. …”
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Web-based volunteer management system
Published 2025“…Key innovations include a weighted skill-matching algorithm that evaluates both skills importance level required and volunteer proficiencies, a distance-based matching algorithm using Google Maps Distance Matrix API, and leaderboard gamification elements for volunteer contribution recognition. …”
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Final Year Project / Dissertation / Thesis -
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Challenges of hidden data in the unused area two within executable files
Published 2009“…Results: The programs were coded in Java computer language and implemented on Pentium PC. …”
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Design and development of an intuitive desktop application for rapid SARS-CoV-2 diagnosis using electrochemical potentiostat
Published 2023“…While numerous approaches for early detection continue to evolve, the quest for innovative methods remains constant. …”
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Proceeding Paper -
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Anfis Modelling On Diabetic Ketoacidosis For Unrestricted Food Intake Conditions
Published 2017“…This has proven that the proposed ANFIS model is good to detect diabetic’s cases through ketoacidosis regardless of food intake. …”
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Analysis of least squares methods based on Ball curves representation in solving ordinary differential equations
Published 2024“…Analytical approximation methods in the form of polynomial or piecewise polynomial functions have been developed to address such problems. …”
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Graphics, audio-visuals and interaction (GAI) based augmented reality (AR) system for symbian and android smartphone
Published 2012“…In addition, a mobile game application was developed to evaluate all the modules functionalities of 2D, 3D, text, animations, audio, video and 3D object interactions. …”
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Integrating Interactive Multimedia Objects in Mobile Augmented Reality for Sarawak Tourism
Published 2018“…As for interaction module, technique of color picking algorithm was applied. Henceforth, a prototype of mobile Sarawak Tourism system was developed to evaluate the multimedia based modules functionalities testing; text, animations, audio, video, 2D/3D object interactions. …”
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Development and integration of capacitive sensing and electrocuting grid for mosquitoes surveillance and control
Published 2020“…Being the deadliest group of animals in the world, mosquitos demand efficient, effective and proactive control measures to reduce the number of human casualties worldwide. …”
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Explore Ease
Published 2024“…"Explore Ease" makes advantage of cutting-edge web technologies, such as secure authentication mechanisms via email, Google, and GitHub, complete responsiveness for seamless user interaction across devices, and Tailwind for design and animations. The platform enhances the user interface and experience by integrating Cloudinary CDN for effective image management, react-hook-form for client form validation, and react-date-range for calendar functionalities. …”
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Final Year Project -
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Performance of amidoxime-modified poly(acrylonitrile- Co-acrylic acid) for removal of boron in aqueous solution
Published 2019“…Among several models, radial basis function (RBF) with orthogonal least square (OLS) algorithm displays good prediction on boron adsorption behaviour with mean square error (MSE) and coefficient of determination (R²) at 0.000209 and 0.9985, respectively. …”
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