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Application of machine learning for the prediction of Bacillus cereus growth: A study on the integration of mathematical models

delete2026-06-13
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PRE
AI
H
Hwa-Young Lee
J
Jun Her
W
Woo-Ju Kim
S
Sang-Oh Kim
S
Sang-Soon Kim *
DOI:10.1016/j.ijfoodmicro.2026.111901delete
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Abstract

Abstract

En 中文
• Outlier removal significantly improved data quality for machine learning models. • Integrating the mathematical model enhanced predictive accuracy. • The framework supports both prediction (log growth) and classification. • Experimental validation demonstrated performance confirming applicability.

Journal

International Journal of Food Microbiology cover
International Journal of Food Microbiology
IF:
5.2
Papers:
8.6K
Citations:
2.8W

Organization

K
konkuk university
Scholars:
1.6K
Papers: 692
Citations: 0
S
seoul national university of science and technology
Scholars:
451
Papers: 221
Citations: 0
D
Dankook University
Scholars:
5.5K
Papers: 5.6K
Citations: 5.1K
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