Local and Global Information Preserved Network Embedding

ASONAM '18: International Conference on Advances in Social Networks Analysis and Mining Barcelona Spain August, 2018, pp. 222-225, 2018.

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Networks such as social networks, airplane networks, and citation networks are ubiquitous. To apply advanced machine learning algorithms to network data, low-dimensional and continuous representations are desired. To achieve this goal, many network embedding methods have been proposed recently. The majority of existing methods facilitate ...More



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