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Studying yogurt fermentation dynamics using multi-task feature selection

delete2025-08-06
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PRE
AI
Y
Yinsheng Zhang
F
Fangyu Zheng
Y
Yaju Zhao *
H
Haiyan Wang *
DOI:10.1016/j.jfca.2025.108160delete
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Abstract

Abstract

En 中文
• Studying milk fermentation through Raman spectroscopy and multi-task learning. • Multi-task LASSO after weight adjustment has better classification performance. • Using feature selection to identify the key chemicals affecting yogurt fermentation. • This technology can be used to test food quality and improve flavor.
Keywords:
Raman spectroscopy
multi-task learning
LASSO
feature selection
yogurt fermentation

Journal

Journal of Food Composition and Analysis cover
Journal of Food Composition and Analysis
IF:
4.6
Papers:
7.6K
Citations:
1.9W

Organization

Z
Zhejiang Gongshang University
Scholars:
6.6K
Papers: 4.9K
Citations: 8.1K