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Features selection for intrusion detection system using hybridize PSO-SVM
Published 2016“…Hybridize Particle Swarm Optimization (PSO) as a searching algorithm and support vector machine (SVM) as a classifier had been implemented to cope with this problem. …”
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Thesis -
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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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My little learner: E-learning wonderland
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Final Year Project / Dissertation / Thesis -
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Predicting usage for a marketable e-learning portal
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Conference or Workshop Item -
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My little learner : E-learning wonderland
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Final Year Project / Dissertation / Thesis -
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An automated learner for extracting new ontology relations
Published 2013“…In this research we developed a buffered system that handle the whole process of extracting causation relations in general domain ontologies. …”
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Ensemble learning for multidimensional poverty classification
Published 2020“…Beside Random Forest, we also examined decision tree and general linear methods to benchmark their performance and determine the method with the highest accuracy. …”
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Applying (ACTFL) Standards to Arabic Language Education and the Challenges of Artificial Intelligence An Analytical Study
Published 2025“…The study concludes that for AI tools to be effectively deployed in Arabic language education, they must be tailored to the linguistic and cultural realities of Arabic-speaking learners. Furthermore, alignment with ACTFL standards should not only guide instructional content but also inform the development of AI algorithms and feedback systems. …”
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Proceeding Paper -
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Developing students' mathematical thinking: how far have we came?
Published 2015“…Several findings from studies that focused on students' ability to provide reasoning and give meanings to concepts and algorithms are highlighted. Students' development in geometric thinking based van Hiele's levels of geometric thinking in learning, shapes and spaces is also discussed. van Hiele's levels of geometric thinking includes higher order thinking and decision making skills and acquisition of mathematical concepts to enable learners to operate at higher levels in van Hiele's theory. …”
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Inaugural Lecture
