Imprecise Modelling Using Gradual Rules and Its Application to the Classification of Time Series.
Sylvie GalichetDidier DuboisHenri PradePublished in: IFSA (2003)
Keyphrases
- classification rules
- decision rules
- rule sets
- rule generation
- rule extraction
- pattern recognition
- automatic classification
- classification scheme
- classification accuracy
- text classification
- pattern classification
- decision trees
- machine learning
- preprocessing
- training set
- classification models
- support vector
- classification method
- classification process
- rule discovery
- svm classifier
- uncertain information
- support vector machine
- association rules
- feature extraction
- associative classifiers
- rule induction
- dimension reduction
- background knowledge
- non stationary
- artificial neural networks
- feature selection