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Predicting YSPSAH's product preferences across department of private hospitals
Published 2025“…A Random Forest (RF) model was implemented for product prediction, achieving an accuracy of 88.59% with a 60:40 split, while FP-Growth was used with 3 diverse minimum support and confidence thresholds to uncover strong product associations for potential bundling strategies. …”
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Student Project -
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Strategies for effective value management practice in construction industry
Published 2017“…This dissertation explores the development of VM methodology through the joint use of a finite element software (Etabs) and genetic algorithm (GA) optimisation design to minimise the cost value of buildings by optimising structural elements. …”
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Thesis -
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Enhancing obfuscation technique for protecting source code against software reverse engineering
Published 2019“…The proposed technique can be enhanced in the future to protect games applications and mobile applications that are developed by java; it can improve the software development industry. …”
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Thesis -
4
Design & Development of a Robotic System Using LEGO Mindstorm
Published 2006“…Since the model is built using LEGO bricks, the model is fully customized, in term of its applications, to perform any relevant tasks. …”
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Conference or Workshop Item -
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Prioritisation assessment and robust predictive model for a comprehensive medical equipment maintenance using machine learning techniques / Aizat Hilmi Zamzam
Published 2022“…The establishment of a comprehensive maintenance management through a combination of failure analysis and maintenance prioritisation predictive models can be a mechanism for the implementation of predictive maintenance. Furthermore, it also serves as a tool for clinical engineers in implementing more effective and efficient medical equipment maintenance management. …”
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Thesis -
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Let’s collaborate’: Malaysian TVET-engineering institution and industry partnership
Published 2022“…Then, the data were analysed using the PLS-SEM 3.3.9 software via the algorithm, bootstrapping and blindfolding method. …”
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Article -
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