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Updated: Jul 12, 2025

Modeling the Functional Network for Spatial Navigation in the Human Brain
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Modeling the Functional Network for Spatial Navigation in the Human Brain

Published on: October 13, 2023

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对DeepWalk和Node2vec进行理论分析,以在随机区块模型中准确恢复社区结构

Yichi Zhang, Minh Tang

    IEEE transactions on pattern analysis and machine intelligence
    |October 25, 2023
    PubMed
    概括

    本研究提供了DeepWalk和node2vec网络嵌入方法的理论保证,通过通过矩阵分解来分析它们. 研究表明,即使在稀疏的网络中,在随机区块模型图表中,社区也能完全恢复.

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