Computational Method for Classification of Avian Influenza A Virus Using DNA Sequence Information and Physicochemical Properties

Computational Method for Classification of Avian Influenza A Virus Using DNA Sequence Information and Physicochemical Properties

Accurate and fast characterization of the subtype sequences of Avian influenza A virus (AIAV) hemagglutinin (HA) and neuraminidase (NA) depends on expanding diagnostic services and is embedded in molecular epidemiological studies. A new approach for classifying the AIAV sequences of the HA and NA ge...

Full description

Bibliographic Details
Main Authors: Fahad Humayun, Fatima Khan, Nasim Fawad, Shazia Shamas, Sahar Fazal, Abbas Khan, Arif Ali, Ali Farhan, Dong-Qing Wei
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Genetics
Subjects:
Avian influenza A Virus
k-gram
discrete wavelet transform
multivariate mutual information
decision tree
K-nearest neighbor
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.599321/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2021.599321/full

Similar Items