Before revision:  The presence of high levels of noise can hamper discovery of  patterns and dynamics encapsulated by these networks. Here we propose Network Enhancement (NE), a novel method for improving the signal-to-noise ratio of undirected, weighted networks , and thereby improving the performance of downstream analysis.
After revision:  The presence of high levels of noise can hamper discovery of patterns and dynamics . We propose Network Enhancement (NE), a novel method for improving the signal-to-noise ratio of undirected, weighted networks , and thereby improving the performance of downstream analysis.