Clustering reveals ubiquitous heterogeneity and asymmetry of genomic signals at functional elements.
Anshul KundajeSofia Kyriazopoulou-PanagiotopoulouMax W. LibbrechtCheryl L. SmithDebasish RahaElliott E. WintersSteven M. JohnsonMichael P. SnyderSerafim BatzoglouArend SidowPublished in: Tiny Trans. Comput. Sci. (2013)
Keyphrases
- clustering algorithm
- k means
- signal processing
- clustering method
- unsupervised learning
- hierarchical clustering
- graph theoretic
- self organizing maps
- document clustering
- ubiquitous computing
- outlier detection
- distance metric
- blind source separation
- data objects
- data clustering
- high dimensionality
- cluster analysis
- high dimensional data
- context aware
- pairwise