Sentence examples for by using random walks from inspiring English sources

Network fragmentation was measured using the walktrap.community algorithm, which detects dense subgraphs within a network (called communities) by using random walks [44].

We created a random spanning tree for a network model by using random walk approach [24].

These methods exploit biological networks such as the functional gene interactions network and disease similarity network; they infer gene disease connections by using random walk procedures on different biological networks or computing a similarity measure between nodes.

In this study, we re-examined the validity of the LCCC method for AB, BAB and ABA block copolymers by the lattice Monte Carlo simulation method with using random walk (RW) and self-avoiding walk chain (SAW) models.

Suppose the queries are resolved using random walk over the overlay network graph.

Without large budgets, immigrant samples using random walk will result in poor sample quality.

Several studies suggested that animals used random walks as a strategy to find food or reproductive partners by increasing the probability of encountering the respective item [4] [7].

Whang et al. [2] proposed another overlapping community detection algorithm called NISE, based on seed set expansion, which starts with a seed set generated by Graclus or other methods and uses random walk to obtain overlapping communities.

They take initially random positions and they use random walk and targeted walks (following other agents to targets positions).

By using a random walks based algorithm we were able to encode the structure of the underlying transcriptionally regulated networks in this ranking.

The sound field is estimated from the spatial variation of phonon density which is calculated by using a random walk technique.