Towards Evolving Parametric Fuzzy Classifiers Using a Virtual Sample Generation Approach.
Holger HähnelArne-Jens HempelGernot HerbstPublished in: IFSA-EUSFLAT (2015)
Keyphrases
- small sample
- fuzzy logic
- data samples
- training data
- fuzzy sets
- membership functions
- support vector
- supervised classification
- virtual world
- fuzzy numbers
- machine learning algorithms
- augmented reality
- decision trees
- classification systems
- fuzzy rules
- sample size
- naive bayes
- feature selection
- fuzzy set theory
- training set
- fuzzy classification
- virtual environment
- fuzzy systems
- machine learning methods
- text categorization
- classification algorithm
- virtual reality
- test sample
- multiple classifiers
- labeled samples
- classifier combination
- generation process
- control system
- linear classifiers
- classification rate
- parametric models
- training samples
- fuzzy controller
- ensemble learning
- class labels