CART data analysis to attain interpretability in a Fuzzy Logic Classifier.
Guido VagliasindiPaolo ArenaAndrea MurariPublished in: IJCNN (2009)
Keyphrases
- fuzzy logic
- data analysis
- rule base
- neural network
- classification algorithm
- fuzzy sets
- rough sets
- training data
- expert systems
- control system
- decision trees
- genetic algorithm
- data processing
- computational intelligence
- back propagation
- data collection
- feature space
- membership functions
- soft computing
- decision making
- artificial intelligence
- machine learning
- classifier systems
- classification method
- evolutionary computation
- neural networks and genetic algorithms
- linear classifiers
- support vector machine
- learning algorithm
- real time
- text classification
- fuzzy membership functions
- intelligent control
- data sets
- fuzzy reasoning
- learning classifier systems
- fuzzy rules
- text categorization
- training set
- inverted pendulum
- training examples
- classifier combination
- business intelligence
- feature set
- knowledge discovery
- classification process
- fuzzy inference system
- data mining
- classification rate
- evolutionary algorithm
- face recognition
- cluster analysis
- rough set theory