Physically-inspired Gaussian processes for transcriptional regulation in Drosophila melanogaster.
Andrés F. López-LoperaNicolas DurrandeMauricio A. ÁlvarezPublished in: CoRR (2018)
Keyphrases
- gaussian processes
- saccharomyces cerevisiae
- microarray data
- binding sites
- protein protein interactions
- gene expression data
- protein protein interaction networks
- biological data
- gaussian process
- regulatory networks
- cell cycle
- gene expression
- gene regulatory networks
- transcription factors
- gene regulation
- protein function
- high throughput
- interaction networks
- microarray
- signaling pathways
- systems biology
- sequence data
- data sets
- protein complexes
- protein interaction networks
- dna sequences
- biomedical literature
- functional modules
- feature selection
- data mining
- biological processes
- high dimensional
- gene ontology
- computational methods
- reverse engineering
- hyperparameters
- text mining
- model selection