Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach.
Michela AntonelliPietro DucangeFrancesco MarcelloniPublished in: IEEE Trans. Fuzzy Syst. (2012)
Keyphrases
- fuzzy systems
- multi objective
- evolutionary computation
- instance selection
- evolutionary algorithm
- genetic algorithm
- computational intelligence
- supervised learning
- nearest neighbor
- neural network
- fuzzy rules
- feature and instance selection
- text classification
- genetic programming
- class imbalanced
- soft computing
- fitness function
- training process
- training set
- artificial neural networks
- multi class
- multiple instance learning
- evaluation criteria
- particle swarm optimization
- fuzzy model
- data reduction
- fuzzy logic
- training examples
- rule base
- classification accuracy
- reinforcement learning
- objective function
- support vector machine
- artificial immune system
- computer vision
- unsupervised learning
- concept drift
- fuzzy sets