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Traffic Injury Prevention Volume 21, 2020 - Issue 6
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Articles

Forecasting deaths of road traffic injuries in China using an artificial neural network

Yining QianInjury Prevention Research Institute, Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, Jiangsu Province, China; View further author information
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Xujun ZhangInjury Prevention Research Institute, Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, Jiangsu Province, China; ;Key Laboratory of Environmental Medicine Engineering, Ministry of Education, School of Public Health, Southeast University, Nanjing, Jiangsu Province, China; Correspondence[email protected]
View further author information
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Gaoqiang FeiInjury Prevention Research Institute, Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, Jiangsu Province, China; View further author information
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Qiannan SunInjury Prevention Research Institute, Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, Jiangsu Province, China; View further author information
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Xinyu LiInjury Prevention Research Institute, Department of Epidemiology and Biostatistics, School of Public Health, Southeast University, Nanjing, Jiangsu Province, China; View further author information
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Lorann StallonesDepartment of Psychology, Colorado School of Public Health, Colorado State University, Fort Collins, Colorado; View further author information
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Henry XiangCenter for Injury Research and Policy and Center for Pediatric Trauma Research, The Research Institute at Nationwide Children’s Hospital, The Ohio State University College of Medicine, Columbus, OhioView further author information
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Pages 407-412 | Received 29 Jan 2020, Accepted 13 May 2020, Published online: 05 Jun 2020

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Guopeng Zhang, Ying Cai, Xinguo Jiang, Yingfei Fan, Yue Zhou & Jun Qian. (2023) An ensemble machine learning method for crash responsibility assignment in quasi-induced exposure theory. Journal of Transportation Safety & Security 15:1, pages 24-42.
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Habibollah Nassiri, Seyed Iman Mohammadpour & Mohammad Dahaghin. (2023) Forecasting time trends of fatal motor vehicle crashes in Iran using an ensemble learning algorithm. Traffic Injury Prevention 24:1, pages 44-49.
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Tong Zhou, Yingchao Sun, Xu Wang, Rongjian Dai, Rong Cao & Xiaopei Wu. (2023) Proactive integrated traffic control to mitigate congestion at toll plazas. IET Intelligent Transport Systems.
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Habibollah Nassiri, Seyed Iman Mohammadpour & Mohammad Dahaghin. (2023) Forecasting time trend of road traffic crashes in Iran using the macro-scale traffic flow characteristics. Heliyon 9:3, pages e14481.
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Meng Wang, Jinhua Pan, Xinghui Li, Mengying Li, Zhixi Liu, Qi Zhao, Linyun Luo, Haiping Chen, Sirui Chen, Feng Jiang, Liping Zhang, Weibing Wang & Ying Wang. (2022) ARIMA and ARIMA-ERNN models for prediction of pertussis incidence in mainland China from 2004 to 2021. BMC Public Health 22:1.
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Andrey Abalyaev & Lyubov Grunskaya. (2022) Development of Reccurent Neuron Net System for Forecasting of an Accident Rate Mean Level on General Use Roads. Development of Reccurent Neuron Net System for Forecasting of an Accident Rate Mean Level on General Use Roads.
Habibollah Nassiri, Seyed Iman Mohammadpour & Mohammad Dahaghin. (2022) How do the smart travel ban policy and intercity travel pattern affect COVID-19 trends? Lessons learned from Iran. PLOS ONE 17:10, pages e0276276.
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Giuseppe Guido, Sami Shaffiee Haghshenas, Sina Shaffiee Haghshenas, Alessandro Vitale & Vittorio Astarita. (2022) Application of Feature Selection Approaches for Prioritizing and Evaluating the Potential Factors for Safety Management in Transportation Systems. Computers 11:10, pages 145.
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Tianyu Feng, Zhou Zheng, Jiaying Xu, Minghui Liu, Ming Li, Huanhuan Jia & Xihe Yu. (2022) The comparative analysis of SARIMA, Facebook Prophet, and LSTM for road traffic injury prediction in Northeast China. Frontiers in Public Health 10.
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Christian Akrong Hesse, Dominic Buer Boyetey & Albert Ayi Ashiagbor. (2022) Predictive Probability Models of Road Traffic Human Deaths with Demographic Factors in Ghana. Complexity 2022, pages 1-10.
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Sri Siddhartha Reddy, Yen Ling Chao, Lakshmi Praneetha Kotikalapudi & Ebrima Ceesay. (2022) Accident analysis and severity prediction of road accidents in United States using machine learning algorithms. Accident analysis and severity prediction of road accidents in United States using machine learning algorithms.
Qingwen Guo, Baohua Guo, Yugang Wang, Shixuan Tian & Yan Chen. (2022) A Combined Prediction Model Composed of the GM (1,1) Model and the BP Neural Network for Major Road Traffic Accidents in China. Mathematical Problems in Engineering 2022, pages 1-11.
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Nemanja Deretić, Dragan Stanimirović, Mohammed Al Awadh, Nikola Vujanović & Aleksandar Djukić. (2022) SARIMA Modelling Approach for Forecasting of Traffic Accidents. Sustainability 14:8, pages 4403.
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Hui Sheng, Xueling Wang, Meiping Jiang & Zhongsheng Zhang. (2022) Deep Learning-Based Diffusion-Weighted Magnetic Resonance Imaging in the Diagnosis of Ischemic Penumbra in Early Cerebral Infarction. Contrast Media & Molecular Imaging 2022, pages 1-10.
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Sherry Mangla, Ashok Kumar Pathak, Mohd Arshad & Ubydul Haque. (2021) Short-term forecasting of the COVID-19 outbreak in India. International Health 13:5, pages 410-420.
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Sania Reyad Elagamy, Sherif M. El-Badawy, Sayed A. Shwaly, Zaki M. Zidan & Usama Elrawy Shahdah. (2020) Segmentation Effect on the Transferability of International Safety Performance Functions for Rural Roads in Egypt. Safety 6:3, pages 43.
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