Proper orthogonal decomposition for parameter estimation in oscillating biological networks.
Amanda M. RehmElizabeth Y. ScribnerHassan M. Fathallah-ShaykhPublished in: J. Comput. Appl. Math. (2014)
Keyphrases
- parameter estimation
- biological networks
- biological data
- complex networks
- markov random field
- maximum likelihood
- gene expression
- model selection
- least squares
- em algorithm
- biological systems
- graph mining
- link prediction
- statistical models
- expectation maximization
- pattern mining
- community detection
- network analysis
- protein protein interactions
- approximate inference
- parameter estimation algorithm
- microarray
- maximum likelihood estimation
- complex systems
- random walk
- gene expression data
- data mining techniques
- data analysis
- structure learning
- gene regulatory networks
- image sequences
- social networks