A Study for Development of Expressway Traffic Accident Prediction Model Using Deep Learning

2018 ◽  
Vol 17 (4) ◽  
pp. 14-25 ◽  
Author(s):  
Jong-Deug Rye ◽  
◽  
Sangmin Park ◽  
Sungho Park ◽  
Cheolwoo Kwon ◽  
...  
Keyword(s):  
Deep Learning ◽  
Prediction Model ◽  
Traffic Accident ◽  
Accident Prediction

Traffic accident prediction model for rural highways in Pernambuco

2021 ◽  
Author(s):  
Márcia R.O.B.C. Macedo ◽  
Maria L.A. Maia ◽  
Emília R. Kohlman Rabbani ◽  
Oswaldo C.C. Lima Neto ◽  
Maurício Andrade
Keyword(s):  
Prediction Model ◽  
Traffic Accident ◽  
Rural Highways ◽  
Accident Prediction

The Prediction Model of Macro-Road Traffic Accident Basing on Radial Basis Function

2011 ◽  
Vol 97-98 ◽  
pp. 981-984 ◽  
Author(s):  
Cheng Ju Song ◽  
Quan Yan Li
Keyword(s):  
Prediction Model ◽  
Radial Basis Function ◽  
Basis Function ◽  
Road Traffic Accident ◽  
Traffic Accident ◽  
Prediction Models ◽  
Road Traffic ◽  
Accident Prediction ◽  
Radial Basis ◽  
Traffic Operation

The Macro-road traffic accident prediction is an important branch of ITS, which could not only make improving direction, but also improve the traffic operation. The paper based on the analyzing the existing macro prediction model, aiming at the existing shortcomings of prediction models with low accuracy and slow convergence speed, introducing the Radial Basis Function, establishing the accident prediction model between Population, Economic situation, cars, road mileage and the index of accident Statistics, and apply Matlab to Simulation to prove the Feasibility and Practicality of the model.

scholarly journals Development of a Traffic Accident Prediction Model for Urban Roads

2011 ◽  
Vol 18 (1) ◽  
pp. 63-73
Author(s):  
박준태 ◽  
이동민 ◽  
Soobeom Lee
Keyword(s):  
Prediction Model ◽  
Traffic Accident ◽  
Accident Prediction

scholarly journals Developing a Traffic Accident Prediction Model for Freeways

2012 ◽  
Vol 30 (2) ◽  
pp. 101-116 ◽  
Author(s):  
Sung-Ra Mun ◽  
Young-Ihn Lee ◽  
Soo-Beom Lee
Keyword(s):  
Prediction Model ◽  
Traffic Accident ◽  
Accident Prediction
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