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CSC562: Information Retrieval and Searching Algorithms / College of Computing, Informatics and Media
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Teaching Resource -
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BONE AGE ANALYSIS FROM BONE X-RAY
Published 2018“…To achieve the objectives, the bone age classification method will involve image segmentation of the x-ray, feature extraction from the segmented images and lastly, classification of bone age level. …”
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Final Year Project -
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CSC742 - Storage and Retrieval Algorithms / College of Computing, Informatics and Media
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Teaching Resource -
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CSC742: Storage and Retrieval Algorithms / College of Computing, Informatics and Mathematics
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Teaching Resource -
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A PSO inspired asynchronous cooperative distributed hyper-heuristic for course timetabling problems
Published 2017“…The performances of the proposed cooperative hyper-heuristics are evaluated using the standard course timetabling benchmark problem. …”
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Evaluation of genetic algorithm based solar tracking system for photovoltaic panels
Published 2008“…In this paper, a genetic algorithm (GA) has been proposed utilizing sun tracking approaches to maximize the performance of PV panels. …”
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Conference or Workshop Item -
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Poverty risk prediction based on socioeconomic factors using machine learning approach
Published 2025“…The feature that was found to be the most influential predictor of poverty risk was age. These findings imply that Logistic Regression is the suitable and interpretable model that can be used with structured data in the classification of poverty. …”
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Student Project -
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Enhanced simulated annealing for solving aggregate production planning
Published 2016“…Since this algorithm works sequentially then the current state will generate only one in next state that will make the search slower and the drawback is that the search may fall in local minimum which represents the best solution in only part of the solution space. …”
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The classification of wink-based eeg signals by means of transfer learning models
Published 2021“…The implementation of pre-processing algorithms has been demonstrated to be able to mitigate the signal noises that arises from the winking signals without the need for the use signal filtering algorithms. …”
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Thesis -
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Determination of permeability characteristics of solid/liquid separation using simplex algorithm
Published 2013“…(iii) The optimum values of α1 and are searched by fitting theoretical time course of constant-pressure expression with experimental expression data by algorithm of simplex method. …”
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Proceeding Paper -
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Register Transfer Level Implementation Of Pooling - Based Feature Extraction For Finger Vein Identification
Published 2017“…The algorithm was mainly inspired by spatial pyramid pooling in generic image classification combined with PCA. …”
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Thesis -
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A comprehensive 3-phase framework for determining the customer’s product usage in a food supply chain
Published 2022“…A fundamental issue in manufacturing systems is moving a local manufacturer into a supply chain network including wholesalers and retailers. …”
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Predicting Cheaters in PlayerUnknown’s Battlegrounds (PUBG) using Random Forest Algorithm
Published 2023“…Patterns and relationships between input variables and cheating behaviours are analysed through the application of supervised learning techniques, specifically a classification model. The primary goal is to use the Random Forest algorithm, an effective machine learning technique, to predict instances of cheating based on the behavioural patterns of participants. …”
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Final Year Project Report / IMRAD -
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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. Utilizing YOLOv8 allows for real-time and accurate classification of corn leaf images into various disease categories. …”
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Thesis -
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Prediction of breast cancer diagnosis using machine learning in Malaysian women
Published 2024“…Five factors affecting mammographic density were age, number of children, body mass index, menopause status, and breast imaging-reporting and data system (BI-RADS) classification. …”
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Thesis -
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Identifying the correct articulation point of a Quranic letters of the throat (al-halqu) makhraj
Published 2023“…Data was trained using an improved deep learning Convolutional Neural Network (CNN) classification model. Results shows that the algorithm was able to detect the letters produced at throat area, which are also known as Izhar Halqi letters. …”
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Recognizing complex human activities using hybrid feature selections based on an accelerometer sensor
Published 2017“…One of the limitations of the various classifications is to deal with the large dimension of the feature space. …”
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