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Efficient Hand Movement Detection Using k-Means Clustering and k-Nearest Neighbor Algorithms
(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
(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 ...