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Prediction of antimicrobial peptides using hyperparameter optimized support vector machines
(University of the Western Cape, 2011)
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, ...
Robust recognition of facial expressions on noise degraded facial images
(University of the Western Cape, 2011)
We investigate the use of noise degraded facial images in the application of facial expression recognition. In particular, we trained Gabor+SVMclassifiers to recognize facial expressions images with various types of noise. ...