An incremental learning method with hybrid data over/down-sampling for sEMG-based gesture classification.
Shaoyang HuaCongqing WangHak-Keung LamShuhuan WenPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- incremental learning
- synthetic data
- training samples
- classification method
- data sets
- classification accuracy
- input data
- sampling methods
- support vector machine svm
- classification algorithm
- pattern classification
- missing data
- training data
- feature set
- data points
- error rate
- cross validation
- image classification
- support vector machine
- hand gestures
- label information
- data distribution
- text classification
- supervised learning
- pairwise
- data mining