A Novel Classification Algorithm Based on Multidimensional F1 Fuzzy Transform and PCA Feature Extraction.
Barbara CardoneFerdinando Di MartinoPublished in: Algorithms (2023)
Keyphrases
- classification algorithm
- feature extraction
- principal component analysis
- face recognition
- dimensionality reduction
- document classification
- knn
- dimension reduction
- linear discriminant analysis
- principal components analysis
- principle component analysis
- naive bayes
- discriminant analysis
- support vector machine
- classification method
- k nearest neighbor
- image classification
- fuzzy sets
- training set
- training phase
- extracting features
- feature vectors
- class labels
- classification rules
- accurate classification
- concept drift
- learning algorithm
- kernel principal component analysis
- feature space
- gabor features
- image processing
- feature selection
- fuzzy rules
- principal components
- frequency domain
- face images
- independent component analysis
- gabor filters
- support vector machine svm
- kernel pca
- high dimensional
- feature reduction
- discriminant projection
- nearest neighbor
- wavelet transform
- covariance matrix
- information retrieval
- semi supervised
- pattern recognition
- decision trees