Articles with "simplicial random" as a keyword



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Key node identification via fusing simplicial random walk and convolutional neural network

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Published in 2025 at "AIP Advances"

DOI: 10.1063/5.0297141

Abstract: Identifying key nodes is crucial to controlling information propagation and other related tasks. Existing methods struggle to capture higher-order interactions and often employ loss functions that fail to simultaneously consider regression accuracy and ranking consistency,… read more here.

Keywords: simplicial random; convolutional neural; key node; node identification ... See more keywords