Improved and interpretable accelerometer-based farrowing prediction

Elisabeth Anne-Sophie Mayrhuber

doi:10.1016/j.biosystemseng.2025.104381

2026-01-01

Elisabeth Anne-Sophie Mayrhuber *

Kristina Maschat

David James Brunner

Stephan M. Winkler

DOI：10.1016/j.biosystemseng.2025.104381

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摘要

En 中文

• 检测试验中82%母猪筑巢行为的开始。 • 利用神经网络和符号回归预测母猪产仔时间。 • 可靠的产仔预测允许养殖户及时采取必要的预防措施。 • 通过使用透明模型生成可解释的结果。

Keyword:

Explainable artificial intelligence

Precision livestock farming

Symbolic regression

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期刊

Biosystems Engineering

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5.3

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425

被引数:

1.5W

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