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Multi-Scale attributed node embedding

Published in Journal of Complex Networks • Apr 1, 2021
NobleIDNI0P23W12R47S48
Authors:
Benedek Rozemberczki
,
Carl Allen
,
Rik Sarkar

Abstract

Abstract We present network embedding algorithms that capture information about a node from the local distribution over node attributes around it, as observed over random walks following an approach similar to Skip-gram. Observations from neighbourhoods of different sizes are either pooled (AE) or e...

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