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.
A. Lumini, L. Nanni (2006). Identifying Splice-Junction Sequences by hierarchical multiclassifier. PATTERN RECOGNITION LETTERS, 27, 1390-1396 [10.1016/j.patrec.2006.01.013].
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.File in questo prodotto:
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