Compact fuzzy rules induction and feature extraction using SVM with particle swarms for breast cancer treatments.
Shang-Ming ZhouRobert Ivor JohnXiao-Ying WangJonathan M. GaribaldiIan O. EllisPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- fuzzy rules
- breast cancer
- support vector machine svm
- feature extraction
- feature vectors
- feature selection
- fuzzy systems
- support vector
- rule base
- membership functions
- diagnosis of breast cancer
- fuzzy logic
- logistic regression
- breast cancer diagnosis
- fuzzy sets
- computer aided diagnosis
- prognostic factors
- knn
- support vector machine
- fuzzy model
- feature space
- fuzzy inference system
- survival analysis
- image processing
- particle swarm optimization
- pattern recognition
- mammogram images
- fuzzy controller
- face recognition
- bladder cancer
- k nearest neighbor
- expert systems
- fuzzy rule based systems
- cancer patients
- breast cancer patients
- texture analysis
- genetic programming
- rough sets
- training data