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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis -
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Weeds detection for agriculture using Convolutional Neural Network (CNN) algorithm / Khairun Nisa Mohammad Nasir
Published 2024“…Modern agriculture recognizes weed detection systems as crucial tools to reduce the obstacles caused by weeds, enhancing crop growth and yield. This project aims to develop a weed detection prototype specifically for agricultural settings by utilizing Convolutional Neural Networks (CNN) algorithm. …”
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Automated density and growth estimation in precision aquaculture systems for prawn cultivation using computer vision techniques
Published 2024“…By employing the state-of-the-art You Only Look Once (YOLO) v7 object detection algorithm, the project aims to develop a system capable of accurately detecting and classifying prawns based on their growth stages. …”
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Final Year Project / Dissertation / Thesis -
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Customer purchase prediction and product recommendations
Published 2024“…Besides, both Apriori or the FP-growth algorithms are compared and find out that Apriori is faster for small datasets while FP-Growth is more efficient with large datasets due to its lower memory consumption. …”
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Final Year Project / Dissertation / Thesis -
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The development of instrument for real-time monitoring of heavy metal discharge for batik industry
Published 2019“…This study focuses on the development of low-cost device to monitoring heavy metal using an electroanalytical technique equipped with wireless communication module (RFM 95X network chip) to cope with the problem of the conventional practices. …”
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IoT Based Smart Greenhouse Monitoring System With Fuzzy Logic
Published 2023“…Traditional greenhouse monitoring practices often require manual intervention and monitoring of soil moisture, temperature, humidity, and light intensity, leading to challenges in maintaining optimal plant growth. …”
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Undergraduates Project Papers -
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Priority-based vehicle-to-grid scheduling for minimization of power grid load variance
Published 2023“…This thesis presents an optimal priority-based Vehicleto-Grid scheduling with the objective to minimize the grid load variance. The developed algorithm also optimizes the amount of charging/discharging power based on the electric vehicle battery's state-of-charge. …”
text::Thesis -
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Smart Agriculture Economics and Engineering: Unveiling the Innovation Behind AI-Enhanced Rice Farming
Published 2024“…The analysis utilized a novel modified stacked Multiple Linear Regression- -Support Vector Regression (MLR- -SVR) algorithm, and a novel modified stacked MLR- -Support Vector Regression (MLR- -SVR) algorithm, demonstrating high predictive capability, especially in a limited dataset environment, which the algorithms’ superiority ranked utilizing modified Taguchi-based VIseKriterijumska Optimizacija I Kompromisno Resenje (Taguchi-based VIKOR) multi-criteria decision-making algorithm. …”
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Conference or Workshop Item -
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Back propagation neural network approach for churn prediction: a case study in Celcom (M) Berhad / Hapida Husin
Published 2008“…Computer program were written in Matlab to implement the training and testing programs for the ANN algorithms. At the end of the study, results showed that the developed technique is capable and feasible to be used in practical. …”
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Thesis -
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Analyzing enrolment patterns: modified stacked ensemble statistical learning based approach to educational decision-making
Published 2024“…In the realm of global Science, Technology, Engineering, and Mathematics (STEM) education, the declining enrolment in advanced mathematics courses poses a substantial challenge to the development of a robust STEM workforce and its role in sustainable economic growth. …”
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Article -
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Novel reservoir system simulation procedure for gap minimization between water supply and demand
Published 2019“…In recent years, with the quick growth of the economy and living standards in Malaysia, keeping up with the water demand is essential for the growth of cultivation, domestic and industrial. …”
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A novel softsign fractional-order controller optimized by an intelligent nature-inspired algorithm for magnetic levitation control
Published 2025“…The performance of the proposed approach was extensively benchmarked against four modern metaheuristic algorithms (greater cane rat algorithm, catch fish optimization algorithm, RIME algorithm and artificial hummingbird algorithm) under identical conditions. …”
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Design, analysis and fabrication of automatic plant watering system
Published 2024“…Expected result upon successful completion of this project, we anticipate the development of a reliable and efficient Automatic Plant Watering System that optimizes water usage, minimizes manual labour, and maximizes plant growth. …”
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Student Project -
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Development of a Web Access Control Technique Based User Access Behavior
Published 2004“…This thesis discusses about designs and develops techniques and algorithms for performing web access control. …”
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Analyzing enrolment patterns: Modified stacked ensemble statistical learning-based approach to educational decision-making
Published 2024“…In the realm of global Science, Technology, Engineering, and Mathematics (STEM) education, the declining enrollment in advanced mathematics courses poses a substantial challenge to the development of a robust STEM workforce and its role in sustainable economic growth. …”
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Cornsense: leaf disease detection application / Iffah Fatinah Mohamad Nasir
Published 2025“…The purpose of this project is to develop a mobile application for corn leaf disease detection leveraging the YOLOv8 (You Only Look Once version 8) object detection algorithm. …”
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Thesis -
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Thyroid Insight: navigating disease data through interactive visualization with prediction
Published 2025“…This paper addresses these challenges by developing an interactive dashboard with predictive capabilities. …”
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Heart-design nexus: the emotion algorithm
Published 2025“…This book, "Heart-Design Nexus: The Emotion Algorithm", represents both a culmination and a continuation of that journey. …”
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