Machine Learning Approaches to Modeling the Physiochemical Properties of Small Peptides

Peptide and protein sequences are most commonly represented as a strings: a series of letters selected from the twenty character alphabet of abbreviations for the naturally occurring amino acids. Here, we experiment with representations of small peptide sequences that incorporate more physiochemical...

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Bibliographic Details
Main Authors: Jensen, Kyle, Styczynski, Mark, Stephanopoulos, Gregory
Format: Article
Language:English
Published: 2005
Subjects:
Online Access:http://hdl.handle.net/1721.1/30388