Browsing by Subject "K-nearest neighbor method"

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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, ...