期刊论文、会议论文

Wei, Jiangyong

英文

2016 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM)

2156-1125

2017

217-222

IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM)

IEEE International Conference on Bioinformatics and Biomedicine-BIBM

DEC 15-18, 2016

Shenzhen, PEOPLES R CHINA

[Wei, Jiangyong] Zhongnan Univ Econ & Law, Sch Math & Stat, Wuhan 430073, Hubei, Peoples R China.^[Hu, Xiaohua] Cent China Normal Univ, Sch Comp, Wuhan 430079, Hubei, Peoples R China.^[Zou, Xiufen] Wuhan Univ, Sch Math & Stat, Wuhan 430072, Hubei, Peoples R China.^[Tian, Tianhai] Monash Univ, Sch Math Sci, Melbourne, Vic 3800, Australia.

IEEE, IEEE Comp Soc, Natl Sci Fdn, Harbin Inst Technol

Tian, T Jiang, Q Liu, Y Burrage, K Song, J Wang, Y Hu, X Morishita, S Zhu, Q Wang, G

10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA

IEEE COMPUTER SOC

978-1-5090-1610-5

10.1109/BIBM.2016.7822521

National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11571368]

本校为其他机构

Single cell experimental studies provide an unprecedented opportunity to examine the heterogeneity of molecular processes in different cells. However, the reconstruction of a sequence of changes in molecular processes and development of regulatory networks using single cell data are still challenging problems in bioinformatics and systems biology. In this work we propose an integrated framework to infer genetic regulatory networks using single cell experimental data. We first use the Wanderlust algorithm to construct the pseudo-trajectory of ge...