Title :
Gene Regulatory Network Reconstruction with Multiple Dataset Fusion and Differential Equation
Author :
Zheng, Ming ; Liu, Guixia ; Wang, Deping ; Wang, Yan ; Zhou, Chunguang ; Tian, Yuan
Author_Institution :
Coll. of Comput. Sci. & Technol., Jilin Univ., Changchun, China
Abstract :
In this paper, we proposed a new data fusion method to infer gene regulatory networks based on differential equations model. After testing on several simulation and real data sets, and comparing with three other kinds of single fusion methods, the results show that our method is effective and better than other 3 fusion methods in inferring networks.
Keywords :
biology computing; differential equations; sensor fusion; data fusion method; differential equation; gene regulatory network reconstruction; inferring networks; Bioinformatics; Data models; Differential equations; Gene expression; Mathematical model; Network topology; Topology; differential equation; fusion methods; gene regulatory network;
Conference_Titel :
Frontier of Computer Science and Technology (FCST), 2010 Fifth International Conference on
Conference_Location :
Changchun, Jilin Province
Print_ISBN :
978-1-4244-7779-1
DOI :
10.1109/FCST.2010.37
