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- W2963086859 abstract "A determinant property of the structure of a biological network is the distribution of local connectivity patterns, i.e., network motifs. In this work, a method for creating directed, unweighted networks while promoting a certain combination of motifs is presented. This motif-based network algorithm starts with an empty graph and randomly connects the nodes by advancing or discouraging the formation of chosen motifs. The in- or out-degree distribution of the generated networks can be explicitly chosen. The algorithm is shown to perform well in producing networks with high occurrences of the targeted motifs, both ones consisting of three nodes as well as ones consisting of four nodes. Moreover, the algorithm can also be tuned to bring about global network characteristics found in many natural networks, such as small-worldness and modularity." @default.
- W2963086859 created "2019-07-30" @default.
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- W2963086859 date "2017-09-01" @default.
- W2963086859 modified "2023-09-25" @default.
- W2963086859 title "An Algorithm for Motif-Based Network Design" @default.
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- W2963086859 doi "https://doi.org/10.1109/tcbb.2016.2576442" @default.
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