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Performance analysis of support vector machine, Gaussian Process Regression, sequential quadratic programming algorithms in modeling hydrogen-rich syngas production from catalyzed...
Published 2022“…Taking advantage of the data generated from the process, this study explores the performance of twelve machine learning algorithms built on the support vector machine (SVM), the Gaussian process regression (GPR), and the non-linear response quadratic model (NLRQM) using Sequential quadratic programming, and the Levenberg-Marquardt algorithms. …”
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Performance analysis of support vector machine, Gaussian Process Regression, sequential quadratic programming algorithms in modeling hydrogen-rich syngas production from catalyzed...
Published 2022“…Taking advantage of the data generated from the process, this study explores the performance of twelve machine learning algorithms built on the support vector machine (SVM), the Gaussian process regression (GPR), and the non-linear response quadratic model (NLRQM) using Sequential quadratic programming, and the Levenberg-Marquardt algorithms. …”
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An optimal mesh algorithm for remote protein homology detection
Published 2011“…This paper also shows that the use of the refinement algorithm increases the performance of the multiple alignments programs by at least 4%.…”
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Classification models for higher learning scholarship award decisions
Published 2018“…Five algorithms were employed to develop a classification model in determining the award of the scholarship, namely J48, SVM, NB, ANN and RT algorithms. …”
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Evaluation of data mining classification and clustering techniques for diabetes / Tuba Pala and Ali Yilmaz Camurcu
Published 2014“…Multilayer Perceptron algorithm has been the best algorithm with the highest success percentage in both of the programs; Decision Trees has been the algorithm which has the lowest success percentage again in both of the programs. …”
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AI recommendation penetration testing tool for cross-site scripting: support vector machine algorithm
Published 2025“…By leveraging AI and machine learning, the system dynamically suggests the most suitable penetration testing tools which are Nmap, XSStrike, PwnXSS, OWASP ZAP, or Burp Suite. The SVM algorithm, a supervised learning model, plays a crucial role in improving the efficiency of tool selection, ultimately enhancing the speed and adaptability of vulnerability detection processes. …”
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Measuring GPU-accelerated parallel SVM performance using large datasets for multi-class machine learning problem
Published 2023Conference Paper -
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A stylometry approach for blind linguistic steganalysis model against translation-based steganography
Published 2023“…The results showed that the stylometric features are impactful to a blind steganalysis model by giving higher detection performance. Meanwhile, SVM is the best classifier for stego text detection with significantly low processing time performance…”
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Thesis -
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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. …”
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Monograph -
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Artificial Intelligence (AI) to predict dental student academic performance based on pre-university results
Published 2022“…Successful graduation from the Bachelor of Dental Surgery program is assessed through four Professional Exams. …”
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Proceeding Paper -
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Ischemic Stroke Detection System With Computer Aided Diagnostic Capability
Published 2017“…Therefore, this project is to develop program for automated emboli detection. MATLAB are used to develop signal processing algorithm of the system. …”
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Monograph -
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Enhancing obfuscation technique for protecting source code against software reverse engineering
Published 2019“…The proposed technique can be enhanced in the future to protect games applications and mobile applications that are developed by java; it can improve the software development industry. …”
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Design & Development of a Robotic System Using LEGO Mindstorm
Published 2006“…Since the model is built using LEGO bricks, the model is fully customized, in term of its applications, to perform any relevant tasks. …”
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Conference or Workshop Item -
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