Denver Groups Classification of Human Chromosomes Using CANN Teams

TitleDenver Groups Classification of Human Chromosomes Using CANN Teams
Publication TypeJournal Article
Year of Publication2013
Date Published09/2013
JournalSoutheast Europe Journal of Soft Computing
Volume2
Issue2
Pagination21-25
Publication Languageeng
AuthorsGagula-Palalic, S, Can, M
ISSN Number2233 -1859
Abstract

Unbanded human chromosome can be classified into seven Denver Groups (A-G) based on their lengths and the ratio of the length of the shorter arm to the whole length of the chromosome, which is called the centromere index (CI). In this article, the novel artificial neural network committee machines technique (CANNT) developed earlier, is applied to the Denver Groups and the correct classification rate in Denver Groups Classification of Human Chromosomes raised from 96%, to a level of 98%.
Refereed DesignationRefereed