Discovery and disentanglement of protein aligned pattern clusters to reveal subtle functional subgroups.
Pei-Yuan ZhouAntonio Sze-TzoAndrew K. C. WongPublished in: BIBM (2017)
Keyphrases
- pattern discovery
- predicting protein
- clustering algorithm
- subgroup discovery
- pattern matching
- protein functional
- fuzzy clustering
- cohesive subgroups
- amino acids
- protein families
- data mining
- protein structure
- knowledge discovery
- hierarchical clustering
- protein sequences
- data clustering
- document clustering
- subcellular localization
- discovery process
- data points
- protein function
- condensed representations
- protein protein interaction networks
- mass spectra
- molecular dynamics
- sequence data
- multiple sequence alignment
- protein folding
- arbitrary shape
- cluster analysis
- data analysis
- social networks