Take a walk and cluster genes: a TSP-based approach to optimal rearrangement clustering.
Sharlee ClimerWeixiong ZhangPublished in: ICML (2004)
Keyphrases
- clustering algorithm
- data clustering
- optimal solution
- hierarchical clustering
- cluster analysis
- unsupervised clustering
- inter cluster
- k means
- overlapping clusters
- clustering approaches
- traveling salesman problem
- agglomerative hierarchical clustering
- clustering gene expression data
- clustering framework
- clustering method
- cluster centers
- clustering scheme
- microarray data analysis
- model based clustering
- disjoint clusters
- hierarchical clustering algorithm
- gene clusters
- microarray gene
- data points
- microarray data
- ant colony optimization
- gene expression
- high dimensionality
- intra cluster
- spectral clustering
- gene expression analysis
- fuzzy clustering
- clustering result
- constrained clustering
- cluster membership
- validity measures
- homogeneous groups
- self organizing maps
- clustering analysis
- gene expression profiles
- subspace clustering
- arbitrary shape
- clustering quality
- similar objects
- cluster structure
- gene expression data
- density based clustering algorithm