Fuzzy-System Kernel Machines: A Kernel Method Based on the Connections Between Fuzzy Inference Systems and Kernel Machines.
Jorge GuevaraJerry M. MendelRoberto HirataPublished in: IEEE Trans. Fuzzy Syst. (2022)
Keyphrases
- kernel machines
- kernel methods
- fuzzy inference system
- kernel function
- membership functions
- support vector
- reproducing kernel hilbert space
- fuzzy rules
- fuzzy logic
- multiple kernel learning
- learning problems
- fuzzy controller
- neuro fuzzy
- fuzzy systems
- support vector machine
- machine learning
- kernel learning
- input output
- neural network
- feature space
- fuzzy sets
- fuzzy model
- kernel matrix
- learning tasks
- input space
- fuzzy clustering
- learning machines
- feature selection
- semi supervised
- genetic algorithm
- loss function
- model selection
- supervised learning
- special case