Classifying ordered-disordered proteins using linear and kernel support vector machines
TURKISH JOURNAL OF BIOCHEMISTRY-TURK BIYOKIMYA DERGISI, vol.41, no.6, pp.431-436, 2016 (SCI-Expanded, Scopus, TRDizin)
- Publication Type: Article / Article
- Volume: 41 Issue: 6
- Publication Date: 2016
- Doi Number: 10.1515/tjb-2016-0141
- Journal Name: TURKISH JOURNAL OF BIOCHEMISTRY-TURK BIYOKIMYA DERGISI
- Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus, TR DİZİN (ULAKBİM)
- Page Numbers: pp.431-436
- Keywords: Disordered proteins, Kernel support vector machine, Linear support vector machine, Ordered proteins
- Dokuz Eylül University Affiliated: Yes
Abstract
Introduction: Intrinsically disordered proteins occur when the deformations happen in the tertiary structure of a protein. Disordered proteins play an important role in DNA/RNA/protein recognition, modulation of specificity/ affinity of protein binding, molecular threading, activation by cleavage. The aim of the study is the identification of ordered-disordered protein which is a very challenging problem in bioinformatics.