GENECI: A novel evolutionary machine learning consensus-based approach for the inference of gene regulatory networks.
Adrián Segura-OrtizJosé García-NietoJosé Francisco Aldana MontesIsmael Navas-DelgadoPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- gene regulatory networks
- machine learning
- dynamic bayesian networks
- bayesian inference
- network model
- gene regulatory
- gene expression data
- reverse engineering
- boolean networks
- regulatory networks
- biological data
- learning algorithm
- structure learning
- bayesian networks
- pattern recognition
- machine learning methods
- probabilistic inference
- computational biology
- probabilistic model
- model selection
- semi supervised learning
- text mining
- feature selection
- microarray
- reinforcement learning
- active learning
- information extraction
- particle filtering
- prior information
- parameter estimation
- transfer learning