A New Methodology to Arrive at Membership Weights for Fuzzy SVM.
Maruthamuthu A.Punniyamoorthy MurugesanMuthulakshmi A. N.Published in: Int. J. Fuzzy Syst. Appl. (2022)
Keyphrases
- membership values
- fuzzy sets
- membership degrees
- support vector machine svm
- fuzzy membership
- support vector
- fuzzy membership functions
- membership functions
- triangular fuzzy numbers
- weighted association rule mining
- support vector machine
- knn
- fuzzy clustering
- fuzzy logic
- fuzzy numbers
- machine learning
- svm classifier
- feature selection
- fuzzy set theory
- multi class
- fuzzy c means
- fuzzy systems
- membership degree
- multi class svm
- weighted sum
- feature vectors
- k nearest neighbor
- kernel function
- fuzzy rules
- training set
- neural network
- generalization ability
- linearly combined
- semi supervised
- linear combination
- similarity measure
- feature space
- linguistic variables
- decision forest
- classification algorithm
- multi class classification
- support vectors
- training process