BriefGPT.xyz
Jul, 2020
将逻辑规则融入神经多跳推理以进行药物再利用
Integrating Logical Rules Into Neural Multi-Hop Reasoning for Drug Repurposing
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Yushan Liu, Marcel Hildebrandt, Mitchell Joblin, Martin Ringsquandl, Volker Tresp
TL;DR
本文提出了一种结合逻辑规则和神经多跳推理方法的强化学习方法，用于解决生物医学数据中长距离依赖性的问题，应用于药物再利用领域的链接预测问题，并在Hetionet知识图谱中表现出了优异的实验结果。
Abstract
The graph structure of
biomedical data
differs from those in typical knowledge graph benchmark tasks. A particular property of
biomedical data
is the presence of
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