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A Correspondence Between Maximal Complete Bipartite Subgraphs and Closed Patterns

机译:最大完全二部图与闭合模式的对应

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摘要

For an undirected graph G without self-loop, we prove: (ⅰ) that the number of closed patterns in the adjacency matrix of G is even; (ⅱ) that the number of the closed patterns is precisely double the number of maximal complete bipartite subgraphs of G; (ⅲ) that for every maximal complete bipartite subgraph, there always exists a unique pair of closed patterns that matches the two vertex sets of the subgraph. Therefore, we can enumerate all maximal complete bipartite subgraphs by using efficient algorithms for mining closed patterns which have been extensively studied in the data mining field.
机译:对于没有自环的无向图G,我们证明:(ⅰ)G的邻接矩阵中闭合模式的数量为偶数; (ⅱ)闭合模式的数量恰好是G的最大完整二部图的数量的两倍; (ⅲ)对于每个最大的完整二部子图,始终存在一对唯一的闭合模式,这些子模式与子图的两个顶点集匹配。因此,我们可以通过使用有效的算法来枚举所有最大的完整二部图,这些算法在数据挖掘领域已经被广泛研究。

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