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Author/Affiliation: Haruka Motohashi
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Open AccessArticle
6 Pages, 5,978 KB Download PDF

Interpretable Rules Using Inductive Logic Programming Explaining Machine Learning Models: Case Study of Subclinical Mastitis Detection for Dairy Cows

Advances in Science, Technology and Engineering Systems Journal, Volume 7, Issue 2, Page # 143–148, 2022; DOI: 10.25046/aj070214
Abstract:

With the development of Internet of Things technology and the widespread use of smart devices, artificial intelligence is now being applied as a decision-making tool in a variety of fields. To make machine learning models, including deep neural network models, more interpretable, various techniques have been proposed. In this paper, a method for explaining the…

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(This article belongs to the SP12 (Special Issue on Multidisciplinary Sciences and Engineering 2021-22) & Section Bioinformatics (BIF))

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