Gene Expression Time Course Clustering with Countably Infinite Hidden Markov Models.
Matthew J. BealPraveen KrishnamurthyPublished in: UAI (2006)
Keyphrases
- hidden markov models
- gene expression
- microarray
- gene expression profiles
- microarray gene
- gene expression analysis
- gene expression data
- gene expression data analysis
- microarray data analysis
- microarray data
- clustering method
- speech recognition
- high dimensionality
- clustering algorithm
- gene expression patterns
- conditional random fields
- high throughput
- k means
- self organizing maps
- gene selection
- sequential data
- document clustering
- unsupervised learning
- graphical models
- biclustering algorithms
- data sets
- molecular biology
- binding sites
- feature extraction
- information theoretic