Development of a Partial Supervision Strategy to Augment a Nearest Neighbour Clustering Algorithm for Biomedical Data Classification.
Sameh A. SalemNancy M. SalemAsoke K. NandiPublished in: BIOSIGNALS (2) (2008)
Keyphrases
- nearest neighbour
- biomedical data
- k nearest neighbour
- clustering algorithm
- nearest neighbour algorithm
- knowledge driven
- decision trees
- pattern recognition
- training set
- classification accuracy
- data reduction
- machine learning
- k nearest neighbor
- feature vectors
- knn
- support vector
- text classification
- support vector machine svm
- euclidean distance
- high dimensionality
- support vector machine
- rough sets
- data sets
- data mining
- neural network