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Structure Similarity

  • The desired features tend to be captured by a measure we call Structural Similarity
    \[\sigma(v,w)=\frac{|\tau (v)\bigcap \tau (w)|}{\sqrt{|\tau (v)|| \tau (w)|}} \]

  • Structural similarity is large for members of a clique and small for hubs and outliers

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