A new supervised classification algorithm in artificial immune systems with its application to carotid artery Doppler signals to diagnose atherosclerosis.
Seral ÖzsenSadik KaraFatma LatifogluSalih GünesPublished in: Comput. Methods Programs Biomed. (2007)
Keyphrases
- carotid artery
- classification algorithm
- artificial immune system
- ultrasound images
- learning algorithm
- deformable models
- region growing
- computational intelligence
- fully automated
- knn
- manual segmentation
- genetic algorithm
- training set
- support vector machine
- class labels
- k nearest neighbor
- active shape model
- naive bayes
- classification rules
- machine learning
- supervised learning
- automatic segmentation
- decision trees
- magnetic resonance imaging
- speckle noise
- semi supervised
- job shop scheduling problem
- clustering algorithm
- feature selection
- radio frequency
- neural network
- swarm intelligence
- ground truth
- bayesian networks
- ant colony optimization