Identification of structurally conserved residues of proteins in absence of structural homologs using neural network ensemble.
Ganesan PugalenthiE. Ke TangPonnuthurai N. SuganthanSaikat ChakrabartiPublished in: Bioinform. (2009)
Keyphrases
- rna sequences
- protein sequences
- neural network ensemble
- secondary structure
- sequence similarity
- amino acid sequences
- amino acids
- protein structure
- protein structural
- protein function
- protein folding
- protein structure prediction
- protein families
- experimentally determined
- sequence alignment
- computational biology
- back propagation
- competitive learning
- computational methods
- amino acid composition
- protein structure alignment
- protein chains
- multiple sequence alignments
- molecular biology
- neural network
- contact map
- ensemble members
- gene ontology
- receiver operating characteristic
- binding sites
- learning algorithm
- genetic algorithm