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Development of prediction model of construction workers accident occurrence through machine learning

机译：通过机器学习建筑工人事故发生预测模型的发展

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Jongko Choi; Bonsung Gu; Chin Sangyoon;
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1. Machine learning predictive model based on national data for fatal accidents of construction workers [J] . Automation in construction . 2020,第Feba期

机译：基于国家数据的建筑工人致命事故机器学习预测模型
2. Effects of the Number of Workers Exposed to Industrial Machines and the Level of Workers' Safety Behavior on the Occurrence of Industrial Accidents [J] . Kwan Woo Kim, Yoon Ho Cho International Journal of Applied Engineering Research . 2018,第5aPta4期

机译：接触工业机械数量的工人数量与工人安全行为水平对工业事故发生的影响
3. Data-Driven Urban Traffic Accident Analysis and Prediction Using Logit and Machine Learning-Based Pattern Recognition Models [J] . Vahid Najafi Moghaddam Gilani, Seyed Mohsen Hosseinian, Meisam Ghasedi, Mathematical Problems in Engineering: Theory, Methods and Applications . 2021,第a期

机译：基于Logit和机器学习模式识别模型的数据驱动的城市交通事故分析和预测
4. Engineering Construction Accident Prediction and Controlling Technology Based on Grade of Likelihood of Accident Occurrence [C] . Xiazhong Zheng, Yan Li The 4th International Conference on Wireless Communications, Networking and Mobile Computing（第四届IEEE无线通信、网络技术及移动计算国际会议）论文集 . 2008

机译：基于事故发生可能性等级的工程施工事故预测与控制技术
5. A Methodology for Rapid Hypersonic Flow Predictions via Surrogate Modeling with Machine Learning and Deep Learning [D] . Hemming, Nathan 2018

机译：通过具有机器学习和深度学习的替代模型快速进行超音速流预测的方法
6. Reanalysis of the occurrence of back pain among construction workers: modelling for the interdependent effects of heavy physical work earlier back accidents and aging. [O] . M Nurminen 1997

机译：重新分析建筑工人中背部疼痛的发生：为繁重的体力劳动较早的背部意外事故和老化的相互依存关系建模。
7. Reanalysis of the occurrence of back pain among construction workers: modelling for the interdependent effects of heavy physical work, earlier back accidents, and aging. [O] . Nurminen, M 1997

机译：重新分析建筑工人中背部疼痛的发生：为繁重的体力劳动，较早的背部意外事故和老化的相互依存关系建模。

Development of prediction model of construction workers accident occurrence through machine learning

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