Prediction of Safety Risk Levels of Benzopyrene Residues in Edible Oils in China Based on the Variable-Weight Combined LSTM-XGBoost Prediction Model

Prediction of Safety Risk Levels of Benzopyrene Residues in Edible Oils in China Based on the Variable-Weight Combined LSTM-XGBoost Prediction Model

To assess and predict the food safety risk of benzopyrene (BaP) in edible oils in China, this study collected national sampling data of edible oils from 20 Chinese provinces and their prefectures in 2019, and constructed a risk assessment model of BaP in edible oils with consumption data. Initially,...

Detaylı Bibliyografya
Asıl Yazarlar:	Cheng Hao, Qingchuan Zhang, Shimin Wang, Tongqiang Jiang, Wei Dong
Materyal Türü:	Makale
Dil:	English
Baskı/Yayın Bilgisi:	MDPI AG 2023-06-01
Seri Bilgileri:	Foods
Konular:	risk assessment LSTM XGBoost risk prediction edible oil BaP
Online Erişim:	https://www.mdpi.com/2304-8158/12/11/2241

Benzer Materyaller

Wind Turbine Generator Winding Temperature Prediction Based on XGBoost and LSTM
Yazar:: Wei TENG, ve diğerleri
Baskı/Yayın Bilgisi: (2021-06-01)

Truck Parking Occupancy Prediction: XGBoost-LSTM Model Fusion
Yazar:: Sebastian Gutmann, ve diğerleri
Baskı/Yayın Bilgisi: (2021-07-01)

Manipulator Smooth Control Method Based on LSTM-XGboost and Its Optimization Model Construction
Yazar:: Shiqi Yue, ve diğerleri
Baskı/Yayın Bilgisi: (2023-08-01)

An effective method for anomaly detection in industrial Internet of Things using XGBoost and LSTM
Yazar:: Zhen Chen, ve diğerleri
Baskı/Yayın Bilgisi: (2024-10-01)

Short-Term Heavy Overload Forecasting of Public Transformers Based on Combined LSTM-XGBoost Model
Yazar:: Hao Ma, ve diğerleri
Baskı/Yayın Bilgisi: (2023-02-01)

An XGboost Algorithm Based Model for Financial Risk Prediction
Yazar:: Yunsong Xu, ve diğerleri
Baskı/Yayın Bilgisi: (2024-01-01)

The innovative model based on artificial intelligence algorithms to predict recurrence risk of patients with postoperative breast cancer
Yazar:: Lixuan Zeng, ve diğerleri
Baskı/Yayın Bilgisi: (2023-03-01)

Jidoka-DT simulator programmed by hybridize XGboost-LSTM to evaluate helmets quality produced by Rice-Straw-alumina plastic dough to resist shocks and impenetrable
Yazar:: Ahmed M. Abed, ve diğerleri
Baskı/Yayın Bilgisi: (2025-03-01)

Edible Mushroom Greenhouse Environment Prediction Model Based on Attention CNN-LSTM
Yazar:: Shuanggen Huang, ve diğerleri
Baskı/Yayın Bilgisi: (2024-02-01)

Deep learning infused SIRVD model for COVID-19 prediction: XGBoost-SIRVD-LSTM approach
Yazar:: Hisham Alkhalefah, ve diğerleri
Baskı/Yayın Bilgisi: (2024-09-01)

Credit Risk Modeling Using Interpreted XGBoost
Yazar:: Marcin Hernes, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

An optimized XGBoost-based machine learning method for predicting wave run-up on a sloping beach
Yazar:: Dede Tarwidi, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

A Long Short-Term Memory (LSTM) Network for Hourly Estimation of PM<sub>2.5</sub> Concentration in Two Cities of South Korea
Yazar:: Khaula Qadeer, ve diğerleri
Baskı/Yayın Bilgisi: (2020-06-01)

XGBoost-based machine learning test improves the accuracy of hemorrhage prediction among geriatric patients with long-term administration of rivaroxaban
Yazar:: Cheng Chen, ve diğerleri
Baskı/Yayın Bilgisi: (2023-07-01)

EFFECT OF BENZYLADENINE ON MICROPROPAGATION OF BANANA SHOOTS TIP
Yazar:: Sara Abdel-Motagaly, ve diğerleri
Baskı/Yayın Bilgisi: (2018-02-01)

Assessing the contribution of global wildfire biomass burning to BaP contamination in the Arctic
Yazar:: Shijie Song, ve diğerleri
Baskı/Yayın Bilgisi: (2023-04-01)

Effects of polycyclic aromatic hydrocarbons (PAHs) on pregnancy, placenta, and placental trophoblasts
Yazar:: Yifeng Dai, ve diğerleri
Baskı/Yayın Bilgisi: (2023-09-01)

Short-Term Prediction Method for Gas Concentration in Poultry Houses Under Different Feeding Patterns
Yazar:: Yidan Xu, ve diğerleri
Baskı/Yayın Bilgisi: (2024-10-01)

Prediction analysis of human brucellosis cases in Ili Kazakh Autonomous Prefecture Xinjiang China based on time series
Yazar:: Lian Lu, ve diğerleri
Baskı/Yayın Bilgisi: (2025-01-01)

Prediction of cold chain loading environment for agricultural products based on K-medoids-LSTM-XGBoost ensemble model
Yazar:: Zhijie Luo, ve diğerleri
Baskı/Yayın Bilgisi: (2024-12-01)

Diabetes Risk Prediction Using Extreme Gradient Boosting (XGBoost)
Yazar:: Kartina Diah Kusuma Wardhani, ve diğerleri
Baskı/Yayın Bilgisi: (2022-12-01)

A New XGBoost Algorithm Based Prediction Model for Fetal Growth Restriction in Patients with Preeclampsia
Yazar:: Haijuan Li, ve diğerleri
Baskı/Yayın Bilgisi: (2023-08-01)

Multi-label classification with XGBoost for metabolic pathway prediction
Yazar:: Hyunwhan Joe, ve diğerleri
Baskı/Yayın Bilgisi: (2024-02-01)

Predicting Chinese stock market using XGBoost multi-objective optimization with optimal weighting
Yazar:: Jichen Liu
Baskı/Yayın Bilgisi: (2024-03-01)

A risk prediction model of gene signatures in ovarian cancer through bagging of GA-XGBoost models
Yazar:: Yi-Wen Hsiao, ve diğerleri
Baskı/Yayın Bilgisi: (2021-05-01)

Student Dropout Prediction Using Random Forest and XGBoost Method
Yazar:: Lalu Ganda Rady Putra, ve diğerleri
Baskı/Yayın Bilgisi: (2025-02-01)

Enhancing Going Concern Prediction With Anchor Explainable AI and Attention-Weighted XGBoost
Yazar:: Putthiporn Thanathamathee, ve diğerleri
Baskı/Yayın Bilgisi: (2024-01-01)

Molecular Characteristics of Aberrant Gene Mutations and Expression Profiles Induced by Benzo(a)pyrene in Hepatocellular Carcinoma Cells
Yazar:: Xinyi Cao, ve diğerleri
Baskı/Yayın Bilgisi: (2024-07-01)

Determination of Total Potency Equivalent Concentration (Tpec) of Carcinogenic Polycyclic Aromatic Hydrocarbons (Cpahs) In Soils of Bodo-City
Yazar:: GN Iwuoha, ve diğerleri
Baskı/Yayın Bilgisi: (2015-10-01)

Diabetes Risk Prediction using Feature Importance Extreme Gradient Boosting (XGBoost)
Yazar:: Kartina Diah Kusuma Wardani, ve diğerleri
Baskı/Yayın Bilgisi: (2023-08-01)

Monitoring air quality index with EWMA and individual charts using XGBoost and SVR residuals
Yazar:: Zulfani Alfasanah, ve diğerleri
Baskı/Yayın Bilgisi: (2025-06-01)

AE-XGBoost: A Novel Approach for Machine Tool Machining Size Prediction Combining XGBoost, AE and SHAP
Yazar:: Mu Gu, ve diğerleri
Baskı/Yayın Bilgisi: (2025-03-01)

XGBoost To Enhance Learner Performance Prediction
Yazar:: Soukaina Hakkal, ve diğerleri
Baskı/Yayın Bilgisi: (2024-12-01)

Modification of the existing maximum residue levels for spirotetramat in herbs and edible flowers
Yazar:: European Food Safety Authority (EFSA), ve diğerleri
Baskı/Yayın Bilgisi: (2022-12-01)

Modification of the existing maximum residue levels for prosulfocarb in herbs and edible flowers
Yazar:: EFSA (European Food Safety Authority), ve diğerleri
Baskı/Yayın Bilgisi: (2022-05-01)

Modification of the existing maximum residue level for flonicamid in herbs and edible flowers
Yazar:: European Food Safety Authority (EFSA)
Baskı/Yayın Bilgisi: (2016-04-01)

Modification of the existing maximum residue level for pyrimethanil in cucurbits with edible peel
Yazar:: European Food Safety Authority (EFSA), ve diğerleri
Baskı/Yayın Bilgisi: (2018-02-01)

Financial Distress Early Warning for Chinese Enterprises from a Systemic Risk Perspective: Based on the Adaptive Weighted XGBoost-Bagging Model
Yazar:: Wensheng Wang, ve diğerleri
Baskı/Yayın Bilgisi: (2024-02-01)

Air Quality Prediction Based on Integrated Dual LSTM Model
Yazar:: Hongqian Chen, ve diğerleri
Baskı/Yayın Bilgisi: (2021-01-01)

Landslide Displacement Prediction during the Sliding Process Using XGBoost, SVR and RNNs
Yazar:: Jiancong Xu, ve diğerleri
Baskı/Yayın Bilgisi: (2022-06-01)