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Updated: Jun 7, 2025

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一个神经数据库,用于回答关于不完整的关系数据的聚合查询

Sepanta Zeighami1, Raghav Seshadri1, Cyrus Shahabi1

  • 1University of Southern California, CA 90089.

IEEE transactions on knowledge and data engineering
|November 18, 2024
PubMed
概括

在不完整的数据集上,NeuroComplete直接估计了对聚合查询的答案,避免了复杂的合成数据生成. 与现有方法相比,这种新的方法显著减少了平均和计数查询的错误.

关键词:
分析查询 分析查询机器学习 机器学习缺失的数据 缺失的数据关系数据库是一个关系数据库.

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