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Trafi̇k Kazasi Olusumu Etkenleri̇nden Yararlanarak Maki̇ne Ogrenme Yontemleri̇ İle Kaza Si̇ddeti̇ Tahmi̇ni̇
2019
Journal:  
UBAK SEMPOZYUM (Fen ve Mühendislik Bilimleri)
Author:  
Abstract:

Traffic accidents are total of the incidents which are generated from the basic elements of traffic that are human, vehicle, environmental aspect and cause financal loss, wounding, death. Although there are many factors which affect the accidents, in our country the first thing coming to mind is driver failure. When an accident happens firstly a report is kept and the fault is allocated to drivers .Because the attendants are not aware of the subjects like geometry of roads.Besides driver failure, there are many different factors such as dimate , geometric properties of road which cause traffic accidents. It is estimated by the information of abliquity ,moistness, dryness of the road taken from New Zeland Transport Agency , whether the accidents are serious or ordinary. Estimation process is made by using artificial nevral networks from machine learning algorithms.The high levels of performance valve shows that this kind of methods can help traffic accidents. of probable.

Keywords:

Traffic Accident Factors Use Machine Learning Methods With Accident Assessment
2019
Author:  
Abstract:

Traffic accidents are the total of the incidents that are generated from the basic elements of traffic that are human, vehicle, environmental aspect and cause financial loss, injury, death. Although there are many factors that affect the accidents, in our country the first thing coming to mind is driver failure. When an accident happens firstly a report is kept and the fault is allocated to drivers.Because the attendants are not aware of the subjects like geometry of roads.Besides driver failure, there are many different factors such as dimate , geometric properties of road which cause traffic accidents. It is estimated by the information of abliquity, moistness, dryness of the road taken from the New Zealand Transport Agency, whether the accidents are serious or ordinary. Estimation process is made by using artificial neural networks from machine learning algorithms.The high levels of performance valve shows that this kind of methods can help traffic accidents. of probability.

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