Computation of consensus hydrophobicity scales with self-organizing maps and fuzzy clustering along with applications to protein fold prediction.
Nikhil Ranjan PalSomitra Kumar SanadhyaAnimesh SharmaPublished in: Neural Parallel Sci. Comput. (2007)
Keyphrases
- fuzzy clustering
- self organizing maps
- physico chemical
- protein interaction
- amino acids
- protein structure prediction
- high dimensional input data
- fuzzy c means
- protein structure
- protein sequences
- protein protein interactions
- fuzzy clustering algorithm
- neural network
- neural gas
- fuzzy clustering algorithms
- clustering algorithm
- unsupervised learning
- fuzzy c means algorithm
- k means
- cluster analysis
- fuzzy clustering method
- amino acid sequences
- clustering analysis
- input data
- protein function
- gene expression
- fuzzy c means clustering algorithm
- rough sets
- similarity measure
- computational intelligence
- possibilistic clustering
- decision making