Yazar "Bergil E." için listeleme
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Comparison of different classification methods for the preictal stage detection in EEG signals
In this study, we present an evaluation and comparison of the widely used linear discriminant analysis, k-Nearest neighbor algorithm, support vector machines, multi-layer perceptron neural network and decision tree ... -
Efficient Hand Movement Detection Using k-Means Clustering and k-Nearest Neighbor Algorithms
Bergil E.; Oral C.; Ergul E.U. (Springer Science and Business Media Deutschland GmbH, 2021)Purpose: Electromyography (EMG) signals are commonly used in prosthetic limb studies. We have proposed a system to detect six basic hand movements using unsupervised and supervised classification algorithms. In this study, ... -
An Evaluation of the Channel Effect on Detecting the Preictal Stage in Patients With Epilepsy
Bergil E.; Bozkurt M.R.; Oral C. (SAGE Publications Inc., 2021)Decreasing the processor load to an acceptable level challenges researchers as an important threshold in the study of real-time detection and the prediction of epileptic seizures. The main methods in overcoming this problem ... -
Investigation of the periphery sensing problems in mobile robot systems [Gezgin robot dizgelerinde çevre algilama sorunlarinin i?ncelenmesi]
Mobile robots are the extremly difficult controlled types of robot. Since they cannot fixed on the surface, all of their location information is relative. To determine the location of robot, absolute or relative measuring ...
