An Artificial Immune System for Clustering Amino Acids in the Context of Protein Function Classification.
Andrew SeckerMatthew N. DaviesAlex Alves FreitasJonathan TimmisEdward ClarkDarren R. FlowerPublished in: J. Math. Model. Algorithms (2009)
Keyphrases
- amino acids
- protein function
- gene expression profiles
- protein sequences
- amino acid sequences
- protein structure
- secondary structure
- machine learning
- clustering algorithm
- protein structure prediction
- physicochemical properties
- clustering analysis
- feature selection
- interaction networks
- microarray
- clustering method
- protein protein interactions
- high dimensionality
- sequence alignment
- gene selection
- coarse grained
- gene ontology
- structural properties
- protein folding
- gene expression data
- data analysis