A Data-Distribution and Successive Spline Points based discretization approach for evolving gene regulatory networks from scRNA-Seq time-series data using Cartesian Genetic Programming.
José Eduardo Henriques da SilvaPatrick C. de CarvalhoJosé J. CamataItamar Leite de OliveiraHeder S. BernardinoPublished in: Biosyst. (2024)
Keyphrases
- data distribution
- genetic programming
- gene regulatory networks
- data points
- genetic regulatory networks
- gene expression data
- high dimensional data
- network model
- reverse engineering
- high dimensional
- boolean networks
- dynamic bayesian networks
- data streams
- index structure
- nearest neighbor
- evolutionary algorithm
- biological data
- dimensionality reduction
- low dimensional
- bayesian inference
- database
- data sets
- feature space
- data analysis
- database systems
- artificial intelligence
- data integration
- labeled data
- distributed systems
- software engineering
- management system
- pattern recognition
- databases