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Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…The support vector machines (SVM) algorithm obtained the overall best results of 94.5% accuracy, 91.8% precision, 91.7% recall, and 91.1% f-Measure while the naïve bayes (NB) algorithm obtained the best AUC score of 0.944 with the tweet data of Dato Seri Anwar. …”
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Development Of Machine Learning User Interface For Pump Diagnostics
Published 2022“…Build up a user interface by using Visual Studio Code (VSC) to run the coding of Cascading Style Sheet (CSS), Hyper Text Markup Language (HTML) and JavaScript (JS) as a webpage and connect to Azure Machine Learning Model and this will allow the user from using the model from a webpage when they have active internet with any devices.…”
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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…Features selection process can be considered a problem of global combinatorial optimization in machine learning. Genetic algorithm GA had been adopted to perform features selection method; however, this method could not deliver an acceptable detection rate, lower accuracy, and higher false alarm rates. …”
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Designing and Developing an Intelligent Congkak
Published 2011“…Congkak is the nation's traditional game which could soon be forgotten if no serious attention is given to it, but literature survey has not yet found any research publication that mentioned the use of neural network algorithm (NN) on Congkak. …”
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Development of Hybrid Intelligent Systems for Boiler Fault Detection and Diagnosis
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Secure mobile AES encryptor (SMAE)
Published 2016“…The purpose of this project is to identify a way to develop a mobile web application for the encryption and decryption of files using the 256 –bit Advanced Encryption Standard (AES) encryption algorithm. …”
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Interactive Fuzzy Logic Interface for Enhanced Real-Time Water Quality Index Monitoring
Published 2026journal::journal article -
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A security payment model for financial payment using mykad
Published 2011“…A system with security technique named Arbitrary Random Security Algorithm (ARSA) and a one-to-one multithreading model need to be developed in order to accelerate the authentication response time of MPM. …”
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Estimation-based Metaheuristics: A New Branch of Computational Intelligence
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Development of an integrated scheduling model for handling equipment in automated port container terminals
Published 2014“…As the integrated scheduling of handling equipment is a “non-deterministic polynomialtime hard” (NP-hard) problem and also the computation time and ease of application are so important for real practices of the scheduling methods, So a meta-heuristic algorithm based on Genetic Algorithm is developed, in which, new operators create solutions considering the constraints of the problem and also a heuristic rule proposed which assigns the ALVs to the tasks. …”
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A statistical approach for pavement layer moduli backcalculation as a function of traffic speed deflections
Published 2022“…This was followed by developing an algorithm to minimize the error of the target function which estimates the difference between predicted and measured deflection bowls by changing pavement layer moduli in an iterative procedure. …”
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Design of artificial intelligence-based electronic Malay language learning tool for visually impaired children
Published 2011“…The percentage of visually impaired people who master Malay language, as the national language in Malaysia, is low. The main purpose for this research is to develop a Malay language learning tool for blind children. …”
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Quasi oppositional—Manta ray foraging optimization and its application to pid control of a pendulum system
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Development and implementation of Intelligent Soot Blowing Optimization System for TNB Janamanjung
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Smartphone based wound shape measurement / Muhammad Azlan Othman
Published 2016“…The result of this application is wound shape size in term of length, width and area according to National Pressure Ulcer Advisory Panel. There were two testing conducted on this application which is functionality and accuracy testing. …”
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Implementation of energy management system for a split-parallel hybrid electric vehicle with in-wheel motors
Published 2015“…It is built on National Instruments' CompactRIO embedded controller and LabVIEW Real-Time software platform. …”
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