Mehmet İsmail Gürsoy

EEG signal classification using PCA, ICA, LDA and support vector machines

Abdülhamit Subaşı, Mehmet İsmail Gürsoy · Expert Systems with Applications · 2010 · 1.2K citations

Support Vector Machine, Engineering, Pattern Recognition +12

Creation of wildfire susceptibility maps in the Mediterranean Region (Turkey) using convolutional neural networks and multilayer perceptron techniques

Mehmet İsmail Gürsoy, Osman Orhan, Senem Tekin · Forest Ecology and Management · 2023 · 24 citations

Meteorology, Environmental Monitoring, Earth Science +12

A comparison of PCA, ICA and LDA in EEG signal classification using SVM

Mehmet İsmail Gürsoy, Abdulhamit Subast · 2008 · 12 citations

Engineering, Machine Learning, Diagnosis +23

Short and long-term prognostics of the remaining useful life of a proton exchange membrane fuel cell using deep learning and transformer model

Mehmet İsmail Gürsoy · International Journal of Hydrogen Energy · 2025 · 12 citations

Regularization and kernel parameters optimization based on PSO algorithm in EEG signals classification with SVM

Abdurrahman Özbeyaz, Mehmet İsmail Gürsoy, Ramazan Çoban · 2011 · 10 citations · Full text

Search Optimization, Engineering, Machine Learning +21