Search Results - (( developing utilisation extraction algorithm ) OR ( java application learning algorithm ))
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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 -
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An Educational Tool Aimed at Learning Metaheuristics
Published 2020“…In this paper, we introduce an education tool for learning metaheuristic algorithms that allows displaying the convergence speed of the corresponding metaheuristic upon setting/changing the dependable parameters. …”
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Conference or Workshop Item -
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A Feature Ranking Algorithm in Pragmatic Quality Factor Model for Software Quality Assessment
Published 2013“…The methodology used consists of theoretical study, design of formal framework on intelligent software quality, identification of Feature Ranking Technique (FRT), construction and evaluation of FRA algorithm. The assessment of quality attributes has been improved using FRA algorithm enriched with a formula to calculate the priority of attributes and followed by learning adaptation through Java Library for Multi Label Learning (MULAN) application. …”
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Thesis -
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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 -
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Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…This thesis is based on the application of sentiment classification algorithm to tweet data with the goal of classifying messages based on the polarity of sentiment towards a particular topic (or subject matter). …”
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Thesis -
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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 -
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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 -
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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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Development Of Machine Learning User Interface For Pump Diagnostics
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Monograph -
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AI powered asthma prediction towards treatment formulation: an android app approach
Published 2022“…TensorFlow is utilized to integrate machine learning with an Android application. We accomplished asthma therapy using an Android application developed in Java and running on the Android Studio platform.…”
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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 -
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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 -
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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 -
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AI powered asthma prediction towards treatment formulation : An android app approach
Published 2022“…TensorFlow is utilized to integrate machine learning with an Android application. We accomplished asthma therapy using an Android application developed in Java and running on the Android Studio platform.…”
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Article -
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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 -
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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 -
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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
