Classification based on fuzzy robust PCA algorithms and similarity classifier.
Pasi LuukkaPublished in: Expert Syst. Appl. (2009)
Keyphrases
- classification algorithm
- nearest neighbour
- classification scheme
- computationally efficient
- learning algorithm
- support vector machine
- feature space
- svm classifier
- fuzzy classifier
- classification accuracy
- decision trees
- sufficient training data
- feature extraction
- machine learning algorithms
- principal component analysis
- nearest neighbor classifier
- pattern recognition
- classification process
- benchmark datasets
- support vector
- fuzzy rule based classifier
- feature selection
- cost sensitive classification
- feature vectors
- machine learning
- learning vector quantization
- principal components analysis
- training set
- feature set
- class labels
- k nearest neighbour
- high dimensional
- distance measure
- binary classification problems
- classification method
- training data
- training samples
- classification models
- fuzzy rules
- ensemble classifier
- multiple kernel learning
- dimensionality reduction methods
- similarity measure
- pattern classification
- classifier combination
- fuzzy sets
- dimension reduction
- fuzzy classification
- class membership
- dimensionality reduction
- probabilistic classifiers
- knn