A causal inference approach for constructing transcriptional regulatory networks.
Biao XingMark J. van der LaanPublished in: Bioinform. (2005)
Keyphrases
- regulatory networks
- causal inference
- gene expression
- additive noise
- microarray
- causal models
- gene expression data
- gene regulatory networks
- computational biology
- discrete data
- microarray data
- abductive reasoning
- biological data
- protein protein interactions
- biological systems
- systems biology
- network model
- high throughput
- motif discovery
- feature extraction
- information extraction
- biological processes
- transcription factors
- natural language processing
- high dimensional data
- machine learning