Bi-DNE: bilayer evolutionary pattern preserved embedding for dynamic networks
Xu Gu,
Xiaoliang Chen,
Min Yang
et al.
Abstract:Network embedding is a technique used to generate low-dimensional vectors representing each node in a network while maintaining the original topology and properties of the network. This technology enables a wide range of learning tasks, including node classification and link prediction. However, the current landscape of network embedding approaches predominantly revolves around static networks, neglecting the dynamic nature that characterizes real social networks. Dynamics at both the micro- and macrolevels ar… Show more
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