Classification of Red Blood Cell Aggregation Based on Statistical Features of Ultrasonic Radiofrequency Echo Signals and Subspace K-nearest Neighbor Classifier.
Hong TangBingbing HeYufeng ZhangZerong LiaoXun LangJingying ZhuPublished in: ISAIMS (2023)
Keyphrases
- feature space
- feature extraction
- classification accuracy
- feature vectors
- feature set
- classification process
- classification method
- extracted features
- eeg signals
- classification models
- svm classifier
- discriminative features
- pattern recognition
- extracting features
- feature analysis
- correspondence analysis
- decision trees
- hilbert huang transform
- spectrum analysis
- high dimensionality
- benchmark datasets
- feature selection
- support vector
- image classification
- feature values
- feature selection algorithms
- signal processing
- principal component analysis
- dimensionality reduction
- training data
- feature representation
- support vector machine svm
- statistical information
- feature maps
- roc curve
- support vector machine
- feature subset
- independent components
- text classification
- locality preserving projections
- classification algorithm
- class labels