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A. Zien, G. Rätsch, S. Mika, B. Schölkopf, T. Lengauer, and K.-R. Müller (2000)

Engineering Support Vector Machine Kernels that Recognize Translation Initiation Sites

BioInformatics, 16(9):799-807.

The task of finding translation initiation sites can be modeled as a classification problem. We demonstrate the applicability of SVMs for this task, and show how to incorporate prior biological knowledge by engineering an appropriate kernel function.

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