Linear Coherent Bi-cluster Discovery via Beam Detection and Sample Set Clustering.
Yi ShiMaryam HasanZhipeng CaiGuohui LinDale SchuurmansPublished in: COCOA (1) (2010)
Keyphrases
- sample set
- clustering algorithm
- data clustering
- hierarchical clustering
- cluster analysis
- overlapping clusters
- clustering framework
- clustering method
- unsupervised clustering
- clustering approaches
- disjoint clusters
- cluster centers
- clustering result
- business intelligence
- data points
- intra cluster
- k means
- linearly separable
- anomaly detection
- constrained clustering
- clustering procedure
- inter cluster
- document clustering
- agglomerative hierarchical clustering
- detection algorithm
- training samples
- hierarchical clustering algorithm
- clustering scheme
- clustering quality
- arbitrary shape
- spectral clustering
- knowledge discovery
- cluster validation
- cluster membership
- homogeneous groups
- feature space
- cluster structure
- data mining
- data objects
- unsupervised learning
- outlier detection
- detection method
- feature extraction
- data analysis
- high dimensional
- validity measures
- hyper sphere
- machine learning