A hybrid approach to medical decision support systems: Combining feature selection, fuzzy weighted pre-processing and AIRS.
Kemal PolatSalih GünesPublished in: Comput. Methods Programs Biomed. (2007)
Keyphrases
- medical decision support systems
- feature selection
- preprocessing
- data pre processing
- preprocessing step
- decision support system
- feature extraction
- fuzzy sets
- fuzzy logic
- weighted association rules
- mutual information
- text categorization
- possibilistic c means
- machine learning
- fuzzy numbers
- membership functions
- support vector
- rough sets
- weighted association rule mining
- classification accuracy
- feature set
- fuzzy rules
- support vector machine
- feature space
- irrelevant features
- fuzzy systems
- database systems
- data analysis
- discriminative features
- fuzzy set theory
- feature vectors
- fuzzy controller
- fuzzy clustering
- microarray data
- post processing
- text classification