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Support Vector Machines (SVM) in Test Extraction
Published 2006“…This project's objective is to create a summarizer, or extractor, based on machine learning algorithms, which are namely SVM and K-Means. …”
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Final Year Project -
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Support Vector Machines (SVM) in Test Extraction
Published 2006“…This project's objective is to create a summarizer, or extractor, based on machine learning algorithms, which are namely SVM and K-Means. …”
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Final Year Project -
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Dynamic modelling of a flexible beam structure using feedforward neural networks for active vibration control
Published 2019“…The performance of modified SFS algorithm to train a nonlinear auto-regressive exogenous model (NARX) structure FNNs-based model of the system was then compared with its predecessor and with several well-known metaheuristic algorithms. …”
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Safe experimentation dynamics algorithm for data-driven PID controller of a class of underactuated systems
Published 2019“…Due to the problem of the unmodeled dynamics, there is a significant disparity between the theory of control and its actual applications, which makes the model-based controller difficult to apply. …”
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Thesis -
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Safe experimentation dynamics algorithm for data-driven PID controller of a class of underactuated systems
Published 2019“…Due to the problem of the unmodeled dynamics, there is a significant disparity between the theory of control and its actual applications, which makes the model-based controller difficult to apply. …”
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Thesis -
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Renewable sources-based automatic load frequency control of interconnected systems using chaotic atom search optimization
Published 2022“…Test results indicate that the proposed algorithm outperforms in terms of mean, standard deviation, and best values. …”
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SCSA: Evaluating skyline queries in incomplete data
Published 2019“…Due to its great benefits and wide application range, many skyline algorithms have already been proposed in numerous data settings. …”
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Development of a hybrid dynamic fuzzy encoder and decoder model for colour QR code
Published 2022“…The FQR code encoder algorithm provided a novel enhancement to the colour QR code by adding a colour reference to its structure. …”
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Performance comparison of GA and PSO based ANN training on medical dataset / Muhammad Amirul Danish Jamal
Published 2025“…Future studies will aim to refine PSO configurations and broaden its application to a wider range of clinical situations.…”
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Thesis -
15
Modeling financial environments using geometric fractional Brownian motion model with long memory stochastic volatility
Published 2018“…The results of simulation reveal that the proposed estimators are efficient based on the bias, variance, and mean square error. …”
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Detection of sweetness level for fruits (watermelon) with machine learning
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Proceeding Paper -
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Improvement of vertical height accuracy using data fusion technique for terrain mapping in oil palm plantation
Published 2018“…The weighted value was computed using mean error of the elevation of its relative station, the mean error of the elevation based on classified elevation range and the error pattern based on its relative station. …”
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Thesis -
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Profit Optimization of a Refrigerated Gas Plant
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