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Energy-aware scheduling optimization in hybrid flow shops using artificial bee colony algorithm
Published 2024“…Through an extensive computational experiment involving a well-known benchmark suite, the ABC algorithm demonstrated remarkable performance, consistently outperforming several popular metaheuristic algorithms, including Genetic Algorithms, Particle Swarm Optimization, Memetic Algorithms, and Whale Optimization Algorithm in 75% of the problems. …”
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Artificial neural networks based optimization techniques: A review
Published 2023“…In the last few years, intensive research has been done to enhance artificial intelligence (AI) using optimization techniques. In this paper, we present an extensive review of artificial neural networks (ANNs) based optimization algorithm techniques with some of the famous optimization techniques, e.g., genetic algorithm (GA), particle swarm optimization (PSO), artificial bee colony (ABC), and backtracking search algorithm (BSA) and some modern developed techniques, e.g., the lightning search algorithm (LSA) and whale optimization algorithm (WOA), and many more. …”
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Flood detector with IoT notifications / Mohammad Fazrul Fahmi Mohammad Razali
Published 2024“…The advantages this proposed flood detector system offers distinguish it from conventional flood monitoring techniques. …”
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Student Project -
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A smart guidance indoor parking system based on Dijkstra's algorithm and ant colony algorithm
Published 2020“…The hardware part explains the components used in the system and the software part explains the algorithms which have been used in the system. …”
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Fire alarm system with real-time monitoring and alert system using IOT / Muhammad Habib Shaharuddin
Published 2024“…By utilising IoT sensors, wireless connectivity, and cloud-based platforms, the suggested system seeks to improve conventional fire detection techniques and offer quick and precise fire detection, instantaneous notifications, and remote monitoring. …”
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Student Project -
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DESIGN OF SMART TRAFFIC LIGHT SYSTEM BASED ON INTERNET OF THINGS
Published 2018“…Density of the traffic is calculated by the algorithm that have various variables. The system will synchronize with Android Application, which can show the notification of alert system, level of traffic congestion and real-time sensors data for each junction. …”
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Final Year Project Report / IMRAD -
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Detection of SQL injection attack using machine learning
Published 2024“…This work presents a novel real-time system for detecting SQLI attacks. The system utilises a machine learning approach to train and enhance its ability to identify and prevent SQLI attacks accurately. …”
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Final Year Project / Dissertation / Thesis -
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Design, analysis and fabrication of automatic plant watering system
Published 2024“…The main objective of this final year project is to design and implement an Automatic Plant Watering System that utilizes sensor technology and intelligent control algorithms to maintain the ideal moisture levels in the soil. …”
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Student Project -
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Meta-heuristic approaches for reservoir optimisation operation and investigation of climate change impact at Klang gate dam
Published 2023“…The Whale Optimisation Algorithm (WOA), Harris Hawks Optimisation (HHO) Algorithm, Lévy Flight WOA (LFWOA) and the Opposition-Based Learning of HHO (OBL-HHO) were proposed to simulate the initial model’s response and optimise the Klang Gate Dam (KGD) release operation with observed inflow, water level (storage), release, and evaporation rate (loss). …”
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Final Year Project / Dissertation / Thesis -
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Incremental learning for large-scale stream data and its application to cybersecurity
Published 2015“…In Chapter 3, we propose a new online system to detect malicious spam emails and to adapt to the changes of malicious URLs in the body of spam emails by updating the system daily. …”
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Thesis
