Search Results - (( data extraction based algorithm ) OR ( data visualization using algorithm ))
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HAPTIC VISUALIZATION USING VISUAL TEXTURE INFORMATION
Published 2011“…Wavelet decomposition is utilized to extract data information from texture data. In searching process, the data are retrieved based on data distribution. …”
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Thesis -
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Algorithm Development of Bidirectional Agglomerative Hierarchical Clustering Using AVL Tree with Visualization
Published 2024thesis::doctoral thesis -
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Improving Classification of Remotely Sensed Data Using Best Band Selection Index and Cluster Labelling Algorithms
Published 2005“…In cluster generating process, the developed BBSI algorithm was used to select the best band combination for generating cluster by using Iterative self- Organizing Data Analysis (ISODATA) technique. …”
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Evaluation and Comparative Analysis of Feature Extraction Methods on Image Data to increase the Accuracy of Classification Algorithms
Published 2024“…The classification algorithm used in this research is the Convolutional Neural Network (CNN) algorithm. …”
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Article -
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Sentiment Analysis of Sexual Harassment in Malaysia on Twitter Using Machine Learning Algorithms
Published 2023“…While various studies have explored sentiment analysis of sexual harassment, none of it is locally analyzed based on Malaysia region only. Hence, in this report, tweets regarding sexual harassment in Malaysia are extracted using a list of keywords by semi�autonomous data annotation to get the correct labelling of the data. …”
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Final Year Project Report / IMRAD -
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Investigation Of Edge Detection Techniques Based On Brain Tumor Images
Published 2018“…Based on the quantitative analysis, the new Canny algorithm successfully produced high quality image with less error. …”
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Monograph -
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Single-Trial Subspace-Based Approach for VEP Extraction
Published 2010“…With the simulated data, the algorithms are used to estimate the latencies of P100, P200, and P300 of VEP signals corrupted by additive colored noise at different values of SNR. …”
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Multi-trial extended subspace-based approach for visually evoked potentials (VEPs) extraction
Published 2013“…Conclusion: A multi-trial subspace-based algorithm is proposed to extract the VEPs from the brain background colored noise. …”
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Citation Index Journal -
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Innovative algorithm for easing VIP's navigation by avoiding obstacles and finding safe routes
Published 2023Conference Paper -
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Single-Trial Subspace-Based Approach for VEP Extraction
Published 2010“…With the simulated data, the algorithms are used to estimate the latencies of P100, P200, and P300 of VEP signals corrupted by additive colored noise at different values of SNR. …”
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Article -
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The Development of Color Based Visual Search Utility
Published 2001“…These systems modelled image data using features such as color, texture and shape. …”
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Decoding of visual activity patterns from fMRI responses using multivariate pattern analyses and convolutional neural network
Published 2017“…General linear model (GLM) is used to find the unknown parameters of every individual voxel and the classification is done using multi-class support vector machine (SVM). MVPA-CNN based proposed algorithm is compared with region of interest (ROI) based method and MVPA based estimated values. …”
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Article -
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HEP-2 CELL IMAGES CLASSIFICATION BASED ON STATISTICAL TEXTURE ANALYSIS AND FUZZY LOGIC
Published 2014“…Automated system also saves time and cost as the system is able to process large amount of image data at one time. This project proposes a pattern recognition algorithm consisting of statistical methods to extract seven textural features from the HEp-2 cell images followed by classification of staining patterns by using fuzzy logic. …”
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Final Year Project -
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A network based fetal ECG monitoring algorithm
Published 2011“…The hardware part is developed for abdominal Electrocardiography (AECG) data acquisition system. Individual algorithms and customized application software are developed using Visual Basic for both the networking and Fetal Heart Rate (FHR) monitoring systems. …”
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Article -
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Extract Motion from Picture Sequence
Published 2008“…The algorithm is used as reference to create a coding input for the MATLAB, which is the software used in this project. …”
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Final Year Project -
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Estimation of Visual Evoked Potentials for Measurement of Optical Pathway Conduction
Published 2009“…The performance of the filter to detect the latencies of P100's is comprehensively assessed using realistically simulated VEP and EEG data. Later, the effectiveness and validity of the algorithm are evaluated using real patient data recorded in a clinical environment. …”
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Conference or Workshop Item -
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ESTIMATION OF VISUAL EVOKED POTENTIALS FOR MEASUREMENT OF OPTICAL PATHWAY CONDUCTION
Published 2009“…The performance of the filter to detect the latencies of P100's is comprehensively assessed using realistically simulated VEP and EEG data. Later, the effectiveness and validity of the algorithm are evaluated using real patient data recorded in a clinical environment. …”
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Conference or Workshop Item -
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Cabbage disease detection system using k-NN algorithm
Published 2022“…Finally, the KNN algorithm will be used to classify the disease based on sample nature and a cabbage disease data set. …”
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Academic Exercise -
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Pemetaan Pm10 Dan Aot Menggunakan Teknik Penderiaan Jauh Di Semenanjung Malaysia
Published 2006“…Average filtering was applied to the PM10 map to mininise the noise effect. The proposed algorithms were also validated using the multidate data. …”
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Thesis
