An incremental support vector machine-trained TS-type fuzzy system for online classification problems.
Wei-Yuan ChengChia-Feng JuangPublished in: Fuzzy Sets Syst. (2011)
Keyphrases
- support vector machine
- svm classifier
- online learning
- training set
- fuzzy sets
- incremental learning
- multi class
- fuzzy controller
- fuzzy rules
- feature selection
- real time
- support vector
- fuzzy logic
- membership functions
- artificial neural networks
- feature space
- fuzzy set theory
- k nearest neighbor
- kernel function
- learning algorithm
- hybrid algorithm
- fuzzy clustering
- online environment
- svm classification
- fuzzy numbers
- multi layer perceptron
- evolutionary algorithm
- feature vectors
- search engine
- machine learning
- data sets