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 / A. Lumini; L. Nanni. - In: PATTERN RECOGNITION LETTERS. - ISSN 0167-8655. - STAMPA. - 27:(2006), pp. 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.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.