Factor Analysis of Traffic Organization and Safety Systems

Pugachev, Igor; Kulikov, Yrii; Markelov, Gennadii; Sheshera, Nikolai

doi:10.1016/j.trpro.2017.01.086

Cited by 18 publications

(9 citation statements)

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“…In reality, vehicle ownership also contributes to the traffic accident frequency ( Van et al, 2004;Bishai et al, 2006;Garg et al, 2006;Pugachev et al, 2017). For example, Ziyab et al (2012) reported that vehicle ownership contributed differently to traffic accidents.…”

Section: Effects Of Economic Developmentmentioning

confidence: 99%

“…Methodologically, there are mainly two groups of approaches: statistical regression models and machine learning. The former includes the negative binomial regression model (Milton and Mannering, 1998;, the vector auto regression model (Wiebe et al, 2016), the cubic regression model (Moomen et al, 2018), the logistic regression model (Pugachev et al, 2017), multiple logistic regression (Hong et al, 2015), etc. In contrast to statistical methods based on prior assumptions of the input data, the principle of machine learning methods is to construct a nonlinear relationship between the input and output variables without any prior knowledge.…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Economic development, demographic characteristics, road network and traffic accidents in Zhongshan, China: gradient boosting decision tree model

Jiang

Liu

et al. 2020

Transportmetrica A: Transport Science

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Section: Effects Of Economic Developmentmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Economic development, demographic characteristics, road network and traffic accidents in Zhongshan, China: gradient boosting decision tree model

Jiang

Liu

et al. 2020

Transportmetrica A: Transport Science

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show abstract

“…The diversity of the road safety management subsystem in enterprises operating in the transport sector [6], which is solved using methods, necessitates the use of different weighting algorithms. Since it is impossible to clarify the universal system of criteria and indicators for evaluating the performance of industrial enterprises and individual entrepreneurs to ensure the safety of everyone without exception, in most cases it is the task of expert people with experience in the relevant field [7].…”

Section: Analysis Of Simulation Results and Experimental Datamentioning

confidence: 99%

Traffic Safety Subsystem Management at Enterprises Engaged in Road Transport Activities

Konovalova¹,

Litvinov²,

Nadiryan³

2019

Proceedings of the International Conference on Aviamechanical Engineering and Transport (AviaENT 2019)

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This article discusses the management of the traffic safety subsystem at enterprises engaged in road transport activities. For the successful functioning of industrial enterprises in modern conditions of economic development, along with the growth of production volumes, fewer costs are required. To this end, in recent years, many enterprises and individual entrepreneurs have refused to outsource transport activities, which have a negative impact on road safety issues. The authors have developed a methodology for assessing the effectiveness of traffic safety based on scientifically based criteria. The technique is based on the application of the method of weights and the first step is to determine the set of factors that have the greatest impact on the final result of the automotive business. To improve the performance of the road safety monitoring subsystem at enterprises operating in the transport sector, the data are calculated for determining the integral indicator which are taken on the basis of annual monitoring of individual indicators, the list of which is set by experts for enterprises and entrepreneurs individually. This method allows you to control the road transport activities of industrial enterprises and individual entrepreneurs in order to develop methods for improving road safety.

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“…Processing of received information on passenger flows is carried out using specifically developed programs with the use of computer technologies [21,22,29].…”

Section: City Route Choicementioning

confidence: 99%

Ways to Address the Challenges in Passenger Traffic Within the Urban Transport Systems

Morchadze

Rusadze

2018

Transport Problems

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The paper dwells on developing the measures required for the effective functioning of urban bus routes, which are of great practical importance. As the analysis shows that in order to effectively organize urban passenger traffic and determine their optimal number on the routes, it is necessary to determine the pattern of changes in passenger flows, and on this basis, to distribute the number of buses in accordance with day-night hours.Based on this, an analysis of factors has been carried out affecting urban bus transport, and we have developed the measures aiming at increasing the effectiveness of passenger transport in transport companies.

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Factor Analysis of Traffic Organization and Safety Systems

Cited by 18 publications

References 0 publications

Economic development, demographic characteristics, road network and traffic accidents in Zhongshan, China: gradient boosting decision tree model

Economic development, demographic characteristics, road network and traffic accidents in Zhongshan, China: gradient boosting decision tree model

Traffic Safety Subsystem Management at Enterprises Engaged in Road Transport Activities

Ways to Address the Challenges in Passenger Traffic Within the Urban Transport Systems

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