Cluster analysis of networks generated through homology: automatic identification of important protein communities involved in cancer metastasis.
Pall F. JonssonTamara CavannaDaniel ZichaPaul A. BatesPublished in: BMC Bioinform. (2006)
Keyphrases
- cluster analysis
- automatic identification
- breast cancer
- social networks
- community structure
- categorical data
- clustering algorithm
- amino acid sequences
- unsupervised learning
- microarray data
- k means
- hierarchical latent class models
- complex networks
- network structure
- data mining
- clustering method
- protein protein interaction networks
- cluster validity
- data analysis
- gene selection
- protein sequences
- protein structure
- protein interaction networks
- amino acids
- image processing
- fuzzy c means
- pattern recognition
- lymph nodes