Optimized k-nearest neighbors for classification of prosthetic hand movements using electromyography signal.
Padmini SahuBikesh Kumar SinghNeelamshobha NiralaPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- k nearest neighbor
- knn
- classification algorithm
- classification method
- knn classifier
- nearest neighbor
- support vector machine
- text classification
- nearest neighbor algorithm
- knn classification
- nearest neighbor rule
- feature selection
- k nearest
- hand movements
- signal processing
- nearest neighbour
- distance measurement
- pattern classification
- feature space
- feature vectors
- support vector
- distance function
- training set
- hand gestures
- machine learning
- feature extraction
- neural network
- active learning
- decision trees
- image processing
- class labels
- similarity measure
- single trial
- data sets
- class probability estimation