KISS (Kernel-based Inter-allele peptide binding prediction SyStem) is a server that predicts epitopes of MHC-I molecules for a variety of different alleles. It is based on a multitask support vector machine.
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L. Jacob and J.-P. Vert,
Efficient peptide-MHC-I binding prediction for alleles with few known binders,
Bioinformatics. 2008 Feb 1;24(3):358-66. Epub 2007 Dec 14.