Unsupervised statistical clustering of environmental shotgun sequences.
Andrey KislyukSrijak BhatnagarJonathan DushoffJoshua S. WeitzPublished in: BMC Bioinform. (2009)
Keyphrases
- unsupervised learning
- information theoretic
- data driven
- clustering algorithm
- information bottleneck
- unsupervised classification
- clustering method
- agglomerative clustering
- unsupervised clustering
- hidden markov models
- supervised classification
- sequential data
- segmentation of textured images
- semi supervised
- unsupervised feature selection
- unsupervised manner
- data clustering
- long sequences
- statistical models
- k means
- cluster validation
- minimum message length
- completely unsupervised
- hierarchical clustering
- word sense induction
- spectral clustering
- genome sequences
- environmental protection
- graph theoretic
- categorical data
- similarity function
- data sets
- document clustering
- anomaly detection
- statistical analysis
- supervised learning
- pairwise
- similarity measure
- image segmentation
- feature selection
- learning algorithm