Revisiting Parameter Estimation in Biological Networks: Influence of Symmetries.
Jithin K. SreedharanKrzysztof TurowskiWojciech SzpankowskiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- parameter estimation
- biological networks
- maximum likelihood
- gene expression
- statistical models
- model selection
- biological data
- biological systems
- markov random field
- complex networks
- em algorithm
- least squares
- protein protein interactions
- pattern mining
- graph mining
- approximate inference
- parameter estimation algorithm
- link prediction
- community detection
- structure learning
- expectation maximization
- social networks
- maximum likelihood estimation
- high throughput
- network analysis
- microarray
- biologically inspired
- markov chain
- data analysis
- bayesian networks