Self Organizing Maps to efficiently cluster and functionally interpret protein conformational ensembles.
Domenico FraccalvieriLaura BonatiFabio StellaPublished in: WIVACE (2013)
Keyphrases
- self organizing maps
- som neural network
- protein folding
- neural gas
- neural network
- competitive learning
- unsupervised learning
- network anomaly detection
- data clustering
- topology preserving
- input data
- k means
- data points
- cluster analysis
- protein sequences
- amino acids
- database
- gene expression profiles
- growing neural gas
- decision trees
- high dimensional input data