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Application of machine learning algorithms to predict removal efficiency in treating produced water via gas hydrate-based desalination
Published 2025“…Additionally, graphical analysis confirmed that the predictive accuracy of SVM model is superior, compared to other models. …”
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Article -
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Sentiment analysis of customer reviews for Konda Kondi Cafe & Bistro
Published 2025“…The SVM model achieved the highest accuracy of 89% with an 80:20 data split. …”
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Student Project -
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An analysis of hateful contents detection techniques on social media
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Conference or Workshop Item -
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An enhanced feature selection technique for classification of group-based holy quran verses
Published 2018“…In the experiment, six feature selection algorithms were applied: In.formation Gain (JG), Chi-square (CH), Pearson Correlation Coefficient (PCC), RelieJF, Correlation-based (CFS), and the proposed JG-CFS algorithms. …”
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Thesis -
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In silico approaches for unearthing bacterial quorum-sensing inhibitors against pathogenic bacteria
Published 2019“…Thus, certain group of researchers also developed machine learning tools based on support vector machine (SVM) and hidden Markov models (HMM) for the identification of novel and effective biofilm inhibitory peptides (BIPs), while others used in silico approaches for predicting and designing of antibiofilm peptides usingbidirectional recursive neural network (BRNN) and Random Forest (RF) algorithms. …”
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Digital Quran With Storage Optimization Through Duplication Handling And Compressed Sparse Matrix Method
Published 2024thesis::doctoral thesis
