Key nodes identification in complex networks based on subnetwork feature extraction

The problem of detecting key nodes in a network (i.e. nodes with the greatest ability to spread an infection) has been studied extensively in the past. Some approaches to key node detection compute node centrality, but there is no formal proof that central nodes also have the greatest spreading capa...

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Autors principals:	Luyuan Gao, Xiaoyang Liu, Chao Liu, Yihao Zhang, Giacomo Fiumara, Pasquale De Meo
Format:	Artigo
Idioma:	Inglês
Publicat:	Springer 2023-07-01
Col·lecció:	Journal of King Saud University: Computer and Information Sciences
Matèries:	Key nodes identification Complex network Subnetwork feature extraction Graph convolutional networks
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S1319157823001854
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