Copula particle filter algorithm for inferring parameters of regulatory network models with noisy observation data.
Zhimin DengXingan ZhangTianhai TianPublished in: BIBM (2016)
Keyphrases
- observation model
- particle filter
- input data
- data sets
- kalman filter
- expectation maximization
- learning algorithm
- prior information
- parameter estimation
- prior knowledge
- dynamic programming
- density function
- data analysis
- bayesian framework
- data sources
- rao blackwellized particle filter
- probability distribution
- k means
- particle filtering
- object tracking
- mean shift
- feature selection
- state estimation
- biological systems
- statistical methods
- feature space
- complex systems
- search space
- statistical analysis
- graphical models
- principal component analysis
- data points
- probabilistic model