Graph convolutional networks fusing motif-structure information

HIGHLIGHTS

• who: Bin Wang from the SchoolSouth University have published the article: Graph convolutional networks fusing motif-structure information, in the Journal: Scientific Reports Scientific Reports of 25/Dec/2021
• what: In the study of social network, the triangle motif is considered to be the basis of constructing social u00adrelationship22. The model proposed by Rossi et_al23 learn network embedding to maintain high-order structural information by constructing series of matrices such as motif weight matrix, motif transfer matrix and motif Laplacian matrix. This result indicates that the model has good generalization ability and is capable of . . .
  

   

  

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