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Updated: Jan 14, 2026

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布尔矩阵逻辑编程,用于在基因组规模代谢网络模型中积极学习基因功能.

Lun Ai1, Stephen H Muggleton1, Shi-Shun Liang2

  • 1Department of Computing, Imperial College London, London, UK.

Machine learning
|October 22, 2025
PubMed
概括

这项研究引入了一种新的基于逻辑的机器学习系统,以改进生物发现的基因组规模代谢网络模型 (GEM). 该系统有效地指导实验,准确预测细胞行为,并设计微生物生产化合物.

关键词:
积极学习是指积极学习.计算的科学发现.归纳逻辑编程的诱导逻辑编程这是一个矩阵矩阵.合成生物学 合成生物学

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