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ICANE: interaction content-aware network embedding via co-embedding of nodes and edges

期刊: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2020; 9 (4)

Network embedding has been increasingly employed in network analysis as it can learn node representations that encode the network structure resulting ......

Motif-aware diffusion network inference

期刊: INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2020; 9 (4)

Diffusion processes over networks are widely encountered in various real-world applications. In many scenarios, however, only the states of nodes can ......

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