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A Survey of Audio Enhancement Algorithms for Music, Speech, Bioacoustics, Biomedical, Industrial, and Environmental Sounds by Image U-Net
Published 2023“…Although, there are dedicated audio processing DNNs, yet, many recent models of AE have utilized U-Net: a DNN based on Convolutional Neural Network (CNN), fundamentally developed for image segmentation. …”
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IoT-Based Sustainable Parking Lot
Published 2023“…Moreover, a website was developed to enable administrators and users to access and interact with the system. …”
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146
Development and Implementation of a Hybrid Intelligent Controller for Interior Permanent Magnet Synchronous Motor Drives
Published 2004“…The proposed controller is developed for accurate speed control of the IPMSM drive under various system disturbances. …”
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147
Software defect prediction. (c2019)
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masterThesis -
148
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Bird’s Eye View feature selection for high-dimensional data
Published 2023“…This approach is inspired by the natural world, where a bird searches for important features in a sparse dataset, similar to how a bird search for sustenance in a sprawling jungle. BEV incorporates elements of Evolutionary Algorithms with a Genetic Algorithm to maintain a population of top-performing agents, Dynamic Markov Chain to steer the movement of agents in the search space, and Reinforcement Learning to reward and penalize agents based on their progress. …”
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Hardening the ElGamal cryptosystem in the setting of the second group of units. (c2011)
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masterThesis -
151
Bootstrap-based Aggregations and their Stability in Feature Selection
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doctoralThesis -
152
Nonlinear analysis of shell structures using image processing and machine learning
Published 2023“…The proposed approach can be significantly more efficient than training a machine learning algorithm using the raw numerical data. To evaluate the proposed method, two different structures are assessed where the training data is created using nonlinear finite element analysis. …”
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Multilayer perceptron-based DFE with lattice structure
Published 2001“…The adaptive lattice algorithm is a modification to the one developed by Ling and Proakis (1985). …”
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Multilayer perceptron-based DFE with lattice structure
Published 2001“…The adaptive lattice algorithm is a modification to the one developed by Ling and Proakis (1985). …”
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156
Anomaly Detection Based Framework for Profile Monitoring
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doctoralThesis -
157
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158
Development of Machine Learning Models for Studying the Premixed Turbulent Combustion of Gas-To-Liquids (GTL) Fuel Blends
Published 2024“…The k-fold cross-validation technique is used for model training, and the developed neural network-based model is used to investigate the effects of operating parameters on the premixed turbulent flames. …”
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159
Scatter search for protein structure prediction. (c2008)
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masterThesis -
160
Sentiment analysis for Arabizi in social media. (c2015)
Published 2015“…In this study, we created a novel Lexicon of around 10,000 informal opinion words using regular expressions to match over 50,000 words. We also created an algorithm that lemmatizes Arabizi words, and classifies input sentences into positive, negative or neutral categories. …”
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masterThesis