Scientific discovery workflows in bioinformatics: A scenario for the coupling of molecular regulatory pathways and gene-expression profiles.
Alexandros KanterakisGiorgos otamiasGiorgos ZacharioudakisLefteris KoumakisStelios SfakianakisManolis TsiknakisPublished in: MedInfo (2010)
Keyphrases
- scientific discovery
- gene expression profiles
- signaling pathways
- systems biology
- microarray
- high throughput
- expression profiles
- gene expression
- gene expression data
- biological processes
- gene expression analysis
- regulatory networks
- biological data
- transcription factors
- microarray data
- gene networks
- gene regulatory networks
- cell cycle
- gene regulation
- drug discovery
- gene selection
- molecular biology
- knowledge discovery
- biological networks
- protein protein interactions
- artificial intelligence
- cancer classification
- genome wide
- gene expression patterns
- gene ontology
- biological systems
- protein function
- clustering analysis
- motif discovery
- computational biology
- high dimensionality
- real world
- protein structure prediction
- data mining
- experimental conditions
- self organizing maps
- data sets
- data analysis
- text mining
- protein interaction networks
- functional modules
- binding sites
- protein interaction