Hierarchical Clustering Support Vector Machines for Classifying Type-2 Diabetes Patients.
Wei ZhongRick ChowRichard StolzJieyue HeMarsha DowellPublished in: ISBRA (2008)
Keyphrases
- hierarchical clustering
- support vector
- large margin classifiers
- clustering method
- learning machines
- medical data
- diabetic patients
- incremental clustering
- blood glucose
- k means
- diabetes mellitus
- cardiovascular disease
- high risk
- clustering algorithm
- text clustering
- single linkage
- partitional clustering
- hierarchical clustering algorithm
- hierarchical clustering algorithms
- support vector machine
- model based clustering
- chronic disease
- data sets
- hierarchical clustering methods
- health care
- feature space
- similarity measure
- data mining