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Malaysian license plate recognition system using Convolutional Neural Network (CNN) on web application / Nur Farahana Mahmud
Published 2022“…Nowadays, there are numerous license plate recognition systems that have been developed and analysed effectively by previous researchers using different machine learning algorithms. …”
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Student Project -
2
Module integrated MPPT converter for photovoltaic / Muhammad Nur Al Hafiz Mohamad Husaini
Published 2020“…To apply perturb and observe algorithm of MPPT using MATLAB/Simulink. Develop the module integrated MPPT. …”
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Student Project -
3
Aco-based feature selection algorithm for classification
Published 2022“…The classification of this type of dataset requires Feature Selection (FS) methods for the extraction of useful information. The modified graph clustering ant colony optimisation (MGCACO) algorithm is an effective FS method that was developed based on grouping the highly correlated features. …”
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Thesis -
4
Iris Recognition As Biometric Authentication
Published 2016“…In this project, an iris recognition technique based on the John Daugman’s algorithm is used. The technique implements several steps such as segmentation, normalization, feature extraction and matching process. …”
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Final Year Project -
5
Development of a license plate recognition system for a non-ideal environment
Published 2012“…A new algorithm for license plate character recognition system is proposed on the basis of Signature analysis properties and features extraction. …”
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Article -
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Optimized clustering with modified K-means algorithm
Published 2021“…In dealing with correlated variables, PCA was embedded in the proposed algorithm. The developed algorithms were tested on uncorrelated and correlated simulated data sets, generated under various conditions. …”
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Thesis -
7
A comparative analysis of anti-phishing website techniques: identifying optimal approaches to enhance cybersecurity
Published 2023“…The research consists of analysing the characteristics of phishing websites, extracting their essential features using the wrapper method, and classifying websites as phishing or legitimate using supervised and unsupervised learning algorithms. …”
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Final Year Project / Dissertation / Thesis -
8
Establishment of spectral subtraction-based algorithm for experimental modal analysis under operating condition
Published 2022“…The findings indicated that the modified spectrum subtraction filter could be utilised to extract the clean impact response under consistent operating conditions. …”
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Thesis -
9
Development of a syncope classification algorithm from physiological signals acquired in tilt-table test
Published 2023“…Several features have been extracted from heart rate, systolic and diastolic blood pressure. …”
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Final Year Project / Dissertation / Thesis -
10
Vehicle Tracking using Video Cameras
Published 2013“…MATLAB is utilised for the algorithm development. In MATLAB, background subtraction is performed as to extract the foreground image from the background image. …”
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Final Year Project -
11
Raspberry Pi-Based Finger Vein Recognition System Using PCANet
Published 2018“…For identification, the image processing involves process of image pre-processing, feature extraction and classification. The project utilised pre-processing process such as edge detection, orientation correction and Region of Interest (ROI) extraction that have been developed previously. …”
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Monograph -
12
Processing and classification of landsat and sentinel images for oil palm plantation detection
Published 2022“…The increasing demand for remote sensing, along with the advancement of technology, has led to the development of robust, sensible, and user-friendly products that can utilise remotely captured images. …”
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Article -
13
Smart attendance system with Iot based face recognition using deep learning approach
Published 2023“…Nowadays, technological developments propagate the practical utilisation of face recognition approach for a more efficient attendance management system. …”
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Final Year Project / Dissertation / Thesis -
14
Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using kNearest Neighbour (k-NN)
Published 2023“…The utilisation leads to a more sustainable green environment. …”
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Conference or Workshop Item -
15
Classification of compressive strength grades for lightweight aggregate concrete with palm oil fuel ash (POFA) using k-Nearest Neighbour (k-NN)
Published 2023“…The utilisation leads to a more sustainable green environment. …”
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Conference or Workshop Item -
16
Intelligent deep machine learning cyber phishing URL detection based on BERT features extraction
Published 2022“…Next, a deep convolutional neural network method was utilised to detect phishing URLs. It was used to constitute words or n-grams in order to extract higher-level features. …”
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Article -
17
Urban green space spatio-temporal change influences on land surface temperature in Kuala Lumpur, Malaysia
Published 2020“…The study also applied land surface emissivity (LSE) algorithm to determine the LST value extracted from the Band 10 parameter of Landsat 8 OLI/TIRS. …”
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Thesis -
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Forecasting Tourism Market for Fiji based on Indicator Approach
Published 2019“…Apart from utilising the composite leading indicator approach, a filtering extraction method, a dating algorithm for turning point detection and directional accuracy and binomial tests, this study also included Markov regime switching as well, for identifying the transition probabilities. …”
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Thesis -
20
Development of deep learning based user-friendly interface for fruit quality detection
Published 2024“…The implementation of deep learning algorithms has contributed to various applications related to the detection of fruit quality. …”
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