Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach.
Sarah VluymansAlberto FernándezYvan SaeysChris CornelisFrancisco HerreraPublished in: Knowl. Inf. Syst. (2018)
Keyphrases
- classification rules
- decision rules
- class imbalanced data
- pattern recognition
- fuzzy classification
- multi class classification
- support vector
- fuzzy clustering
- rough sets
- machine learning methods
- fuzzy classifier
- image classification
- classification scheme
- feature extraction
- feature selection
- classification accuracy
- multi class
- automatic classification
- fuzzy sets
- classification systems
- feature space
- preprocessing
- classification method
- classification models
- classification process
- pattern classification
- machine learning
- classification algorithm
- benchmark datasets
- dynamic environments
- variable precision
- feature vectors
- training set
- rule generation
- fuzzy decision trees
- neural network
- fuzzy rule based classifier
- rule extraction
- fuzzy rules
- class labels
- machine learning algorithms
- model selection
- feature set
- support vector machine
- pairwise