Optimization of Data Quality Related EMG Feature Extraction Parameters to Increase Hand Movement Classification Accuracy.
Dhruv GuptaDustin L. CrouchPublished in: EMBC (2021)
Keyphrases
- data quality
- feature extraction
- classification accuracy
- feature selection
- quality management
- data warehouse
- data cleaning
- feature set
- data reduction
- information loss
- data cleansing
- face recognition
- feature vectors
- class noise
- data transformation
- quality assessment
- feature space
- real world
- expectation maximization
- dimensionality reduction
- support vector machine
- data analysis
- support vector
- data privacy
- decision trees
- measured data
- data management
- poor quality
- privacy preservation
- extracted features
- principal component analysis
- data mining