High-performance cartesian genetic programming on GPU for the inference of gene regulatory networks using scRNA-seq time-series data.
Luciana Nascimento Santana PrachedesJosé Eduardo Henriques da SilvaHeder Soares BernardinoItamar Leite de OliveiraPublished in: GECCO Companion (2022)
Keyphrases
- gene regulatory networks
- genetic programming
- genetic regulatory networks
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- network model
- gene regulatory
- gene expression data
- gene networks
- regulatory networks
- boolean networks
- biological data
- graphics processing units
- evolutionary algorithm
- structure learning
- real time
- bayesian networks
- belief networks
- prior information
- machine learning methods
- particle filter
- object oriented
- high dimensional
- artificial intelligence
- data mining
- data sets