Inductive Clustering and Twofold Approximations in Nearest Neighbor Clustering.
Sadaaki MiyamotoSatoshi TakumiPublished in: MDAI (2012)
Keyphrases
- nearest neighbor
- clustering algorithm
- graph theoretic
- data points
- k means
- data objects
- unsupervised learning
- high dimensional data
- data clustering
- cluster analysis
- high dimensional
- hierarchical clustering
- clustering method
- document clustering
- information theoretic
- data sets
- categorical data
- range queries
- closed form
- outlier detection
- self organizing maps
- similarity measure
- support vector machine
- inductive learning
- dissimilarity measure
- knn
- data mining tasks
- data streams