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An ensemble learning method for spam email detection system based on metaheuristic algorithms
Published 2015“…A well known task is classification that predicts the class of new instances using known features or attributes automatically. …”
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Thesis -
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A multi-filter feature selection in detecting distributed denial-of-service attack
Published 2019“…It consists of 3-stage procedures: feature ranking, feature selection and classification. Subsequently, an experimental evaluation of the proposed Multi-Filter Feature Selection (M2FS) method is performed by using the benchmark dataset, NSL-KDD and employed the J48 classification algorithm. …”
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Conference or Workshop Item -
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EFFICIENCY IMPROVEMENT OF FLAT PLATE SOLAR COLLECTOR USING SEARCH GROUP ALGORITHM
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Final Year Project -
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DEVELOPMENT OF DRIVER DROWSINESS DETECTION ALGORITHM
Published 2022“…To contribute to the existing works of driver drowsiness detection systems, this project aims to develop a more useful drowsiness detection algorithm with low complexity and high performance using Python 3.10.1 software. …”
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Final Year Project Report / IMRAD -
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CSC709 - Special Topic (Computational Sciences) / College of Computing, Informatics And Media
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Teaching Resource -
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CSC779: Special Topic (Intelligent Systems) / College of Computing, Informatics and Media
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CSC769: Special Topic (Security) / College of Computing, Informatics and Media
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CSC749: Special Topic (Database) / College of Computing, Informatics and Media
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CSC709: Special Topic (Computational Sciences) / College of Computing, Informatics and Mathematics
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CSC749: Special Topic (Database) / College of Computing, Informatics and Mathematics
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Teaching Resource -
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CSC769: Special Topic (Security) / College of Computing, Informatics and Mathematics
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CSC779: Special Topic (Intelligent Systems) / College of Computing, Informatics and Mathematics
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CSC789: Special Topic (Software Engineering) / College of Computing, Informatics and Mathematics
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Teaching Resource -
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Data Analysis and Machine Learning Algorithms Evaluation for Bioliq AI-based Predictive Tool
Published 2019“…EDI GmbH in collaboration with Karlsruhe Institute of Technology (KIT) are working on the solution (AI-based tool for predictive process optimization for chemical plants) for the above-mentioned problem. This final year project identified relevant parameters through literature research, analysis and expert interview, and evaluated different machine learning algorithms and identified linear regression as the most applicable and efficient with its R-square of 0.8015, qualifying it to be used for the development of a hybrid model for the AI-based tool for predictive process optimization for chemical plants.…”
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Final Year Project -
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RISC-V instruction set extension on blockchain application
Published 2024“…The simulation tool used in this project was Chipyard, which is a one-stop development tool for anything regarding RISC-V customization. …”
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Final Year Project / Dissertation / Thesis -
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Ant colony optimization (ACO) algorithm for CNC route problem
Published 2012“…The amount of phenomenon on the shortest path proves that ACO-based approach is capable to optimize the route taken for CNC machine in order to drill the holes on PCB. This project is about to develop a software which applying ACO algorithm in order to calculate the shortest path available that can reduce the time taken to drill the entire hole of PCB. …”
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Undergraduates Project Papers -
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Heuristic approach to solution of unit commitment for electrical system / Azizan Harun
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Student Project -
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Mathematical formulation of tabu search in combinatorial optimization
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