A link prediction algorithm based on convolutional neural network

Wei‐Lun Chen

doi:10.1016/j.physa.2025.130922

A link prediction algorithm based on convolutional neural network

2025-08-28

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DOI：10.1016/j.physa.2025.130922

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• A CNN-based link prediction model named LPCNN is proposed. • Feature matrices are constructed using similarity and adjacency information. • LPCNN significantly improves prediction performance across multiple datasets. • The model adapts LeNet architecture specifically for link prediction tasks.

Keywords:

CNN

link prediction

feature matrices

LeNet

similarity

adjacency

A link prediction algorithm based on convolutional neural network

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