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Performance Evaluation of Feature Selection Algorithms on Human Activity Classification
(IEEE, 2013)
In this work, four human activities were classified by using multi layer perceptron and k-nearest neighbours algorithm. Due to mass amount of data, two different feature selection methods, which are ReliefF and t-score, ...
Determining MUAP Activity Corridor In Scanning EMG Recordings
(Institute of Electrical and Electronics Engineers Inc., 2015)
In scanning EMG recordings there are more than one motor unit activity which is recorded by concentric needle electrode. Especially for determining features of a motor unit action potential (MUAP) such as phase duration ...