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对模型卡的本体学的应用,以生成可计算的工件,以链接来自生物医学研究的机器学习信息

Muhammad Tuan Amith1, Licong Cui2, Kirk Roberts2

  • 1University of North Texas, USA.

Proceedings of the ... International World-Wide Web Conference. International WWW Conference
|February 8, 2024
PubMed
概括

本研究介绍了一个Java库来创建可计算的模型卡,提高了AI在健康研究中的透明度. 这支持机器学习模型的FAIR数据原则.

关键词:
这是公平的,公平的.人工智能的人工智能是人工智能.描述 逻辑 描述 逻辑文档工程 文档工程 文档工程推理推论是指一个推理.机器学习是机器学习.模型卡报告报告模型卡报告存在论的存在学语义网络是一个语义网络.透明度 透明度 透明度

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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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