TY - JOUR AU - Chang, Young Hwan AU - Gray, Joe W. AU - Tomlin, Claire J. PY - 2014 DA - 2014/12/14 TI - Exact reconstruction of gene regulatory networks using compressive sensing JO - BMC Bioinformatics SP - 400 VL - 15 IS - 1 AB - We consider the problem of reconstructing a gene regulatory network structure from limited time series gene expression data, without any a priori knowledge of connectivity. We assume that the network is sparse, meaning the connectivity among genes is much less than full connectivity. We develop a method for network reconstruction based on compressive sensing, which takes advantage of the network’s sparseness. SN - 1471-2105 UR - https://doi.org/10.1186/s12859-014-0400-4 DO - 10.1186/s12859-014-0400-4 ID - Chang2014 ER -