Mostafa G. M. Mostafa

89 Seguidores

As a Professor of Computer Science for the past 20 years, I have taught more than 20 CS courses, supervised more than 23 postgraduates research theses, and played as PI or Co-PI role for many funded research in the areas of Machine Learning, and Computer Vision. I served as CS Department Chair and a Vice-Dean at FCIS, Ain Shams University. I have worked as a research scientist at Oak Ridge National Lab (ORNL), USA, a Postdoc at the Department of Electrical and Computer Engineering, University of Louisville, USA, and a Professor at the Faculty of Computer Science and Engineering, Taibah University, Madinah, Saudi Arabia. I have published more than 60 scientific articles in journals and con...

pattern recognition machine learning neural networks digital image processing bayesian decision theory unsupervised clustering image filtering mathematics dimensionality reduction pca principal component analysis som self-organizing maps feedforward networks multilayer perceptron linear regression least square linear regrission rosenblatt's perceptron svm support vector machines least mean square algorithm image restoration image segmentation radial bases fuctions

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Mostafa G. M. Mostafa

Neural Networks: Model Building Through Linear Regression

Neural Networks: Multilayer Perceptron

Neural Networks: Radial Bases Functions (RBF)

Neural Networks: Self-Organizing Maps (SOM)

Neural Networks: Principal Component Analysis (PCA)