A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing.
Emre ÇomakKemal PolatSalih GünesAhmet ArslanPublished in: Expert Syst. Appl. (2007)
Keyphrases
- medical decision making
- ls svm
- preprocessing
- least squares support vector machine
- medical diagnosis
- clinical practice
- fuzzy sets
- fuzzy logic
- least squares
- support vector machine
- membership functions
- fuzzy clustering
- prediction model
- clinical diagnosis
- input variables
- cross validation
- data sets
- improved algorithm
- feature extraction
- medical knowledge
- rbf neural network
- data mining
- support vector
- feature space
- similarity measure
- medical images
- variable selection
- generalization ability
- optical flow