Hybrid Classifier via PNN-based Dimensionality Reduction Approach for Biomedical Engineering Task.
Ivan IzoninRoman TkachenkoMichal GregusLiliia RyvakVolodymyr KulykValentyna ChopyakPublished in: FNC/MobiSPC (2021)
Keyphrases
- biomedical engineering
- dimensionality reduction
- probabilistic neural network
- signal and image processing
- feature space
- image and signal processing
- feature selection
- medical imaging
- low dimensional
- neural network
- principal component analysis
- probabilistic neural networks
- decision trees
- high dimensional data
- signal processing
- support vector machine
- training data
- training set
- support vector
- nearest neighbor
- feature extraction
- high dimensional
- self organizing maps
- linear discriminant analysis
- high dimensionality
- extracted features
- artificial intelligence
- health sciences
- principal components
- pattern classification
- mathematical morphology
- feature set
- pattern recognition
- design procedure
- x ray
- artificial neural networks
- data points