期刊论文、会议论文

Jiang, Xingpeng（蒋兴鹏）;He, Tingting（何婷婷）

英文

BMC Bioinformatics

1471-2105

2019

20

Suppl 16

1-10

IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Bioinformatics and Systems Biology

DEC 03-06, 2018

Madrid, SPAIN

[Liu, Dan;Ma, Yingjun;Jiang, Xingpeng;He, Tingting] Cent China Normal Univ, Sch Comp, Wuhan, Hubei, Peoples R China.^[Liu, Dan;Ma, Yingjun;Jiang, Xingpeng;He, Tingting] Cent China Normal Univ, Hubei Prov Key Lab Artificial Intelligence & Smar, Wuhan, Hubei, Peoples R China.

IEEE

CAMPUS, 4 CRINAN ST, LONDON N1 9XW, ENGLAND

BMC

10.1186/s12859-019-3082-0

The research was supported by the National Key Research and Development Program of China (2017YFC0909502), the National Natural Science Foundation of China (61532008, 61872157). Specifically, the publication costs are funded by the National Key Research and Development Program of China (2017YFC0909502).

本校为第一且通讯机构

Background: Viruses are closely related to bacteria and human diseases. It is of great significance to predict associations between viruses and hosts for understanding the dynamics and complex functional networks in microbial community. With the rapid development of the metagenomics sequencing, some methods based on sequence similarity and genomic homology have been used to predict associations between viruses and hosts. However, the known virus-host association network was ignored in these methods. Results: We proposed a kernelized logistic ma...