Identifying splice junction sequences by hierarchical multiclassifier

被引：7

作者：

Lumini, Alessandra ^{[1
]}

Nanni, Loris ^{[1
]}

机构：

[1] Univ Bologna, DEIS, IEIIT, CNR, I-40136 Bologna, Italy

来源：

PATTERN RECOGNITION LETTERS | 2006年 / 27卷 / 12期

关键词：

hierarchical multiclassifier; machine learning; splice-junction;

D O I：

10.1016/j.patrec.2006.01.013

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

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. (c) 2006 Elsevier B.V. All rights reserved.

引用

页码：1390 / 1396

页数：7

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