A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps.
Jing LiuYaxiong ChiChen ZhuYaochu JinPublished in: BMC Bioinform. (2017)
Keyphrases
- evolutionary optimization
- gene regulatory networks
- fuzzy cognitive maps
- multi objective
- reverse engineering
- gene expression data
- network model
- genetic algorithm
- biological data
- neural network
- real world
- structure learning
- bayesian inference
- event driven
- pattern recognition
- causal relationships
- complex systems
- graph theory
- gene expression
- fuzzy modeling
- objective function
- software engineering
- data model
- artificial intelligence
- steady state
- object oriented
- feedback loop
- data mining