Integrating Machine Learning and Biological Context for Single-Cell Gene Regulatory Network Inference.
Dimitris E. KoumadorakisGeorgios N. DimitrakopoulosThemis P. ExarchosPanagiotis VlamosAristidis G. VrahatisPublished in: AIAI Workshops (2024)
Keyphrases
- machine learning
- gene regulatory networks
- biological data
- undirected graphical models
- dynamic bayesian networks
- regulatory networks
- data mining
- gene regulation
- bayesian inference
- feature selection
- statistical methods
- biological processes
- graphical models
- saccharomyces cerevisiae
- interaction networks
- data analysis
- reverse engineering
- biological systems
- structure learning
- high throughput
- machine learning methods
- systems biology
- nearest neighbor
- information extraction
- gene networks
- probabilistic model
- cell cycle
- learning algorithm
- neural network