Augmentation of a nearest neighbour clustering algorithm with a partial supervision strategy for biomedical data classification.
Sameh A. SalemNancy M. SalemAsoke K. NandiPublished in: Expert Syst. J. Knowl. Eng. (2009)
Keyphrases
- nearest neighbour
- biomedical data
- k nearest neighbour
- clustering algorithm
- decision trees
- nearest neighbour algorithm
- pattern recognition
- knowledge driven
- classification accuracy
- knn
- euclidean distance
- k nearest neighbor
- classification algorithm
- support vector machine svm
- support vector machine
- data mining methods
- training set
- nearest neighbor
- clustering method
- rough sets
- query processing
- classification rules
- reverse engineering
- data mining and knowledge discovery
- feature vectors
- clustering analysis
- data sets