Splice sites are locations in DNA which separate protein-coding regions (exons) from noncoding regions (introns). Recently, several works have approached the splice-junction problem by applying methods from the field of machine learning techniques. In this work, we propose a hierarchical multiclassifier (HM) architecture, whose results show a drastically error reduction with respect to the performance of methods proposed in the literature.

Identifying Splice-Junction Sequences by hierarchical multiclassifier

LUMINI, ALESSANDRA;NANNI, LORIS
2006

Abstract

Splice sites are locations in DNA which separate protein-coding regions (exons) from noncoding regions (introns). Recently, several works have approached the splice-junction problem by applying methods from the field of machine learning techniques. In this work, we propose a hierarchical multiclassifier (HM) architecture, whose results show a drastically error reduction with respect to the performance of methods proposed in the literature.
2006
A. Lumini; L. Nanni
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/30116
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