A Fuzzy Multiclass Novelty Detector for Data Streams.
Tiago Pinho da SilvaLeonardo SchickPriscilla de Abreu LopesHeloisa de Arruda CamargoPublished in: FUZZ-IEEE (2018)
Keyphrases
- multi class
- data streams
- fuzzy sets
- multiclass classification
- binary classification
- cost sensitive
- multiclass support vector machines
- multi class classification
- support vector machine
- membership functions
- pairwise
- feature selection
- multiclass problems
- multi class classifier
- concept drift
- multiple classes
- data sets
- base classifiers
- binary classification problems
- perceptron algorithm
- fuzzy rules
- binary classifiers
- fuzzy partition
- multinomial logistic regression