Shape-Output Gene Clustering for Time Series Microarrays.
Camelia ChiraJavier SedanoJosé Ramón VillarMonica CamaraCarlos PrietoPublished in: SOCO (2015)
Keyphrases
- microarray
- gene expression
- gene expression analysis
- gene expression data
- gene expression profiles
- microarray data analysis
- gene selection
- high dimensionality
- clustering algorithm
- clustering method
- microarray data
- data mining tasks
- k means
- gene ontology
- arbitrary shape
- microarray gene
- dissimilarity measure
- shape features
- high throughput
- shape model
- microarray expression data
- shape descriptors
- streaming time series
- non stationary
- shape analysis
- categorical data
- biological processes
- cancer classification
- microarray datasets
- unsupervised learning
- dna microarray
- gene networks
- multivariate time series
- clustering analysis
- hierarchical clustering
- dynamic time warping
- cluster ensemble
- shape matching
- information theoretic
- input data
- shape representation
- d objects