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Learning Structural Node Representations using Graph Kernels

Published in IEEE Transactions on Knowledge and Data Engineering • Jan 1, 2019
NobleIDNI8P85W02R63S92
Authors:
Giannis Nikolentzos
,
Michalis Vazirgiannis

Abstract

Many applications require identifying nodes that perform similar functions in a graph. For instance, identifying structurally equivalent nodes can provide insight into the structure of complex networks. Learning latent representations that capture such structural role information about nodes has rec...

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