Early warning modeling and analysis based on a deep radial basis function neural network integrating an analytic hierarchy process: A case study for food safety

Z Geng, D Shang, Y Han, Y Zhong - Food control, 2019 - Elsevier
… Therefore, effective food safety warnings are helpful to … food safety inspection data, this
paper proposes a novel early warning modeling method based on the deep radial basis function (…

Early warning and control of food safety risk using an improved AHC-RBF neural network integrating AHP-EW

Z Geng, F Liu, D Shang, Y Han, Y Shang… - Journal of Food …, 2021 - Elsevier
… risks, thereby ensuring food safety. In this paper, we propose an improved early warning …
food safety risk based on the agglomerative hierarchical clustering-radial basis function (AHC-…

Risk early warning of food safety using novel long short-term memory neural network integrating sum product based analytic hierarchy process

Z Geng, L Liang, Y Han, G Tao, C Chu - British Food Journal, 2022 - emerald.com
… with the back propagation and the radial basis function neural networks, the proposed method
has higher accuracy in predicting the development trend of food safety risk. Moreover, the …

[HTML][HTML] Evaluation of food safety problems based on the fuzzy comprehensive analysis method

Y Zhao, M Talha - Food Science and Technology, 2021 - SciELO Brasil
… New risks to food safety emerge on a regular basis: environmental changes, bacterial
resistance, and changes in food production, distribution, and consumption. WHO published five …

Predictive microbiology and food safety

TK Soboleva, AB Pleasants, G Le Roux - International Journal of Food …, 2000 - Elsevier
… of micro-organisms form the basis for adopting strategies for food safety. The goal of a …
the construction of hazard analysis critical control point (HACCP) procedures for food safety. …

Comparison of sensitivity analysis methods based on applications to a food safety risk assessment model

SR Patil, HC Frey - Risk Analysis: An International Journal, 2004 - Wiley Online Library
… Furthermore, food safety process risk … food safety risk model. Ten SA methods were applied
to a draft Vibrio parahaemolyticus (Vp) risk assessment model developed by the Food and …

Application of machine learning to the monitoring and prediction of food safety: A review

X Wang, Y Bouzembrak, AO Lansink… - … and Food Safety, 2022 - Wiley Online Library
… The search focused on studies on ML model applications in food safety monitoring and
food safety prediction. A combination of search terms was applied to the title, keywords, and …

Quantitative microbiology: a basis for food safety.

TA McMeekin, J Brown, K Krist, D Miles… - Emerging infectious …, 1997 - ncbi.nlm.nih.gov
food safety. The increased incidence of foodborne disease is caused by changes in agricultural
and food … , properly applied, is a basis for improved food safety; the information available, …

Food safety risk intelligence early warning based on support vector machine

Y Zhang - Journal of Intelligent & Fuzzy Systems, 2020 - content.iospress.com
… of food safety accidents, thereby improving the safety and stability of people’s social life. This
study builds a food safety … the Radial Basis Function [32] based on the inner product, and its …

Fine-tuning food safety objectives and risk assessment

AH Havelaar, MJ Nauta, JT Jansen - International Journal of Food …, 2004 - Elsevier
Food Safety Objectives (FSOs) have been proposed as a practical tool to translate public
health targets for food safety into tolerable levels of pathogens in a food product. The FSO …