Gene Expression Time Course Clustering with Countably Infinite Hidden Markov Models.
Matthew J. BealPraveen KrishnamurthyPublished in: CoRR (2012)
Keyphrases
- hidden markov models
- gene expression
- microarray gene
- gene expression profiles
- gene expression analysis
- microarray
- gene expression data analysis
- gene expression data
- microarray data analysis
- conditional random fields
- microarray data
- speech recognition
- gene expression patterns
- clustering method
- clustering algorithm
- high dimensionality
- binding sites
- sequential data
- transcription factors
- baum welch
- high throughput
- self organizing maps
- data points
- k means
- speech signal
- data sets
- document clustering
- information theoretic
- high dimensional data
- unsupervised learning