Bayesian linear unmixing of time-evolving gene expression data using a hidden Markov model.
Cecile BazotNicolas DobigeonJean-Yves TourneretAlfred O. Hero IIIPublished in: EUSIPCO (2012)
Keyphrases
- hidden markov models
- gene expression data
- microarray
- gene expression
- microarray data
- analysis of gene expression data
- high dimensionality
- data sets
- speech recognition
- high throughput
- high dimensional data
- high dimensional
- conditional random fields
- feature selection
- dimensionality reduction
- image processing
- bayesian inference
- speech signal
- nonnegative matrix factorization