How cytokines co-occur across asthma patients: From bipartite network analysis to a molecular-based classification.
Suresh K. BhavnaniSundar VictorWilliam J. CalhounWilliam W. BusseEugene BleeckerMario CastroHyunsu JuRegina PillaiNuman OezguenGowtham BellalaAllan R. BrasierPublished in: J. Biomed. Informatics (2011)
Keyphrases
- network analysis
- social network analysis
- lung disease
- information networks
- machine learning
- graph theory
- complex networks
- normal controls
- graph clustering
- community detection
- text mining
- supervised learning
- feature space
- decision trees
- training set
- dynamic networks
- network structure
- community structure
- bipartite graph
- pairwise
- biological networks
- expert systems
- information retrieval