Machine Learning for Causal Inference in Biological Networks: Perspectives of This Challenge.
Paola LeccaPublished in: Frontiers Bioinform. (2021)
Keyphrases
- biological networks
- causal inference
- machine learning
- biological data
- complex networks
- additive noise
- gene expression
- rare events
- causal models
- biological systems
- abductive reasoning
- link prediction
- discrete data
- nonmonotonic reasoning
- pattern mining
- protein protein interactions
- network analysis
- graph mining
- statistical methods
- machine learning methods
- knowledge discovery
- text mining
- data mining
- natural language processing
- community structure
- data analysis
- community detection
- microarray
- machine learning algorithms
- information extraction
- active learning
- training set
- high throughput
- gene regulatory networks
- maximum likelihood
- supervised learning
- high dimensional