Genetic lateral tuning of membership functions as post-processing for hybrid fuzzy genetics-based machine learning.
Yusuke NojimaYuji TakahashiHisao IshibuchiPublished in: SCIS&ISIS (2014)
Keyphrases
- post processing
- membership functions
- machine learning
- fuzzy sets
- fuzzy rules
- fuzzy logic
- preprocessing
- fuzzy model
- rule base
- fuzzy reasoning
- fuzzy clustering
- fuzzy membership functions
- fuzzy inference
- fuzzy partitions
- input variables
- fuzzy controller
- fuzzy neural network
- pattern recognition
- genetic algorithm
- fuzzy modeling
- genetic optimization
- post processed
- human experts
- learning algorithm
- computational intelligence
- real time
- artificial intelligence
- rule sets
- information granulation
- initial values
- fuzzy rule based systems
- fuzzy inference system
- feature extraction
- knowledge discovery
- support vector machine
- model selection
- fuzzy logic controller
- decision trees
- decision making
- human genome
- feature selection
- computer vision
- data mining process
- neuro fuzzy
- knowledge acquisition