The theoretical foundations of statistical learning theory based on fuzzy number samples.
Ming-Hu HaJing TianPublished in: Inf. Sci. (2008)
Keyphrases
- theoretical foundation
- statistical learning theory
- fuzzy numbers
- theoretical framework
- arithmetic operations
- statistical learning
- real numbers
- fuzzy sets
- support vector machine
- machine learning
- supervised classification
- learning problems
- kernel machines
- data sets
- inductive inference
- vc dimension
- granular computing
- training set
- training samples
- rough sets
- active learning
- artificial neural networks
- data mining