Estimation of gene expression by a bank of particle filters.
Mónica F. BugalloCagla TasdemirPetar M. DjuricPublished in: EUSIPCO (2015)
Keyphrases
- gene expression
- particle filter
- state estimation
- importance sampling
- estimation problems
- microarray
- gene expression data
- visual tracking
- particle filtering
- object tracking
- multiple object tracking
- monte carlo
- microarray data
- kalman filter
- state space
- gene regulation
- gene expression patterns
- mean shift
- gene expression profiles
- biological processes
- abrupt motion
- gene expression data analysis
- appearance model
- bayesian inference
- binding sites
- regulatory networks
- parameter estimation
- data sets
- gene selection
- high throughput
- dna microarray
- high dimensional
- bayesian filtering
- gene ontology
- transcription factors
- graphical models
- reinforcement learning
- face recognition