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Title
ARTS: accurate recognition of transcription starts in human.
Authors
Sonnenburg, Sören; Zien, Alexander; Rätsch, Gunnar
Abstract
We develop new methods for finding transcription start sites (TSS) of RNA Polymerase II binding genes in genomic DNA sequences. Employing Support Vector Machines with advanced sequence kernels, we achieve drastically higher prediction accuracies than state-of-the-art methods.