Prediction of antimicrobial peptides using hyperparameter optimized support vector machines

Philosophiae Doctor - PhD === Antimicrobial peptides (AMPs) play a key role in the innate immune response. They can be ubiquitously found in a wide range of eukaryotes including mammals, amphibians, insects, plants, and protozoa. In lower organisms, AMPs function merely as antibiotics by permeabiliz...

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Bibliographic Details
Main Author: Gabere, Musa Nur
Other Authors: Vladimir, Bajic
Language:en
Published: University of the Western Cape 2014
Subjects:
Online Access:http://hdl.handle.net/11394/2633