An expert system based on principal component analysis, artificial immune system and fuzzy k-NN for diagnosis of valvular heart diseases.
Abdulkadir SengürPublished in: Comput. Biol. Medicine (2008)
Keyphrases
- knn
- heart disease
- artificial immune system
- principal component analysis
- k nearest neighbor
- medical diagnosis
- fuzzy systems
- nearest neighbor
- expert systems
- computational intelligence
- clonal selection algorithm
- heart failure
- fuzzy sets
- k nearest neighbour
- fuzzy logic
- text classification
- neural network
- fuzzy rules
- genetic algorithm
- medical records
- membership functions
- feature selection
- swarm intelligence
- support vector machine
- fuzzy clustering
- soft computing
- feature space
- clinical decision support systems
- knowledge base
- evolutionary computation
- k nearest
- dimensionality reduction
- job shop scheduling problem
- high dimensional data
- fuzzy controller
- ant colony optimization
- rough sets
- evolutionary algorithm
- feature extraction
- machine learning