Gene Regulatory Network Inference with Evolution Strategies and Sparse Matrix Representation.
Youchuan WangChilukuri K. MohanPublished in: BIBM (2019)
Keyphrases
- evolution strategy
- matrix representation
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- evolutionary algorithm
- differential evolution
- gene expression data
- reverse engineering
- pairwise
- graphical models
- conditional random fields
- data matrix
- network model
- probabilistic graphical models
- exact inference
- high dimensional
- bayesian networks
- particle swarm optimization algorithm
- genetic algorithm
- relational structures
- biological data
- structure learning
- probabilistic model
- global search
- databases
- markov random field
- least squares
- markov networks
- probabilistic inference
- prior information
- microarray