A cubature Kalman filter approach for inferring gene regulatory networks using time series data.
Amina NoorErchin SerpedinMohamed N. NounouHazem N. NounouPublished in: GENSiPS (2011)
Keyphrases
- kalman filter
- gene regulatory networks
- genetic regulatory networks
- reverse engineering
- kalman filtering
- network model
- gene expression data
- particle filter
- bayesian inference
- object tracking
- biological data
- dynamic bayesian networks
- particle filtering
- structure learning
- data analysis
- neural network
- mean shift
- high dimensional
- microarray
- simultaneous localization and mapping