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Optimisation of tilt angles for fixed PV Panel via computational algorithm
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Final Year Project / Dissertation / Thesis -
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Integrated Solar-IoT monitoring and predictive maintenance systems for irrigation (S-IoTP) / Hasyiya Karimah Adli ... [et al.]
Published 2021“…S-IoTP is an integrated prototype system of Internet-of-Things (IoT) with auto-tracking solar panel for irrigation. …”
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Conference or Workshop Item -
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Tracking student performance in introductory programming by means of machine learning
Published 2023Conference Paper -
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Power Management Control of an Autonomous Photovoltaic/Wind Turbine/Battery System
Published 2024Article -
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An artificial intelligence approach to monitor student performance and devise preventive measures
Published 2023“…We developed a set of prediction models with distinct machine learning algorithms. Decision tree triumph over other models and thus is further transformed into easily explicable format. …”
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A Combinatorial Optimisation of Rater Allocation (Cora): A Discrete Algebraic Formalism for Round-Robin Scheduling In High-Stakes Speaking Assessment
Published 2026conference output::conference proceedings::conference paper -
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Screening for diabetes among periodontitis patients (CODAPT-My© ): care pathway for bridging primary care with dental care services in Malaysia
Published 2020“…Care algorithms were designed based on existing public healthcare services. …”
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Article -
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A Systematic Approach to Transform Machine Learning Students� Performance Prediction Model into Preventive Procedures
Published 2023“…Educational Data Mining tools, specifically Machine learning classifiers, appear supportive to develop prediction models which forecast students� final outcome in a course. This research evaluates the effectiveness of machine learning classifiers to monitor students� academic progress and informs the instructor about the students at the risk of producing unsatisfactory final result in a course. …”
Conference Paper -
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An early warning system for students at risk using supervised machine learning
Published 2024“…According to the research, 52% of students who sign up for a course would never read the course materials. Furthermore, throughout the course of five years, the dropout rate reached a stunning 96%. …”
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Article -
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Predictive modelling of student academic performance using machine learning approaches : a case study in universiti islam pahang sultan ahmad shah
Published 2024“…Particularly, the decision tree is identified as the most accurate predictive model, having a 0.60 accuracy value. …”
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Thesis -
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Corrigendum to “Integrated miniature fluorescent probe to leverage the sensing potential of ZnO quantum dots for the detection of copper (II) ions”
Published 2014“…Analytical optimisations of the ZnO quantum dots system and the probe have been performed and further described. …”
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DurianCare: optimising trunk disease detection and precision farming in a mobile application / Muhammad Haziq Azmi
Published 2025“…The project will implement automated detection and disease management recommendation algorithms while evaluating the functionality and usability of the designed application. …”
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Thesis -
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Leveraging data lake architecture for predicting academic student performance
Published 2024“…In addition to forecasting the student performance, appropriate machine learning algorithms such as Support Vector Classifier, Naive Bayes, and Decision Trees are used to build prediction models by using the data lake's scalability and parallel processing capabilities. …”
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