Improved bias value and new membership function to enhance the performance of fuzzy support vector Machine.
Yogendran DhanasekaranPunniyamoorthy MurugesanPublished in: Expert Syst. Appl. (2022)
Keyphrases
- membership functions
- fuzzy support vector machine
- fuzzy sets
- fuzzy logic
- fuzzy rules
- fuzzy clustering
- fuzzy entropy
- fuzzy inference
- fuzzy membership functions
- fuzzy model
- rule base
- initial values
- fuzzy neural network
- information granulation
- membership degree
- fuzzy reasoning
- fuzzy inference system
- fuzzy set theory
- genetic optimization
- membership values
- scaling factors
- input variables
- fuzzy c means
- computational intelligence
- neural network
- information granules
- subtractive clustering
- fuzzy modeling
- approximate reasoning
- fuzzy controller
- support vector machine
- expert systems
- data analysis
- learning algorithm
- machine learning
- data mining