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Feb, 2015
多核 PC 算法高维因果发现快速实现
A fast PC algorithm for high dimensional causal discovery with multi-core PCs
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Thuc Duy Le, Tao Hoang, Jiuyong Li, Lin Liu, Huawen Liu
TL;DR
本文提出了一种使用并行计算技术的快速、高效的PC算法,并在高维数据集和miRNA-mRNA调节关系推断中进行了应用和实验,结果表明该算法比原始PC算法更加高效和准确。
Abstract
Discovering causal relationships from observational data is a crucial problem and has applications in many research areas.
pc algorithm
is the state-of-the-art method in the constraint based approach. However, the
pc al
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