Hit and run crash analysis using association rules mining
作者： Subasish Das , Xiaoqiang Kong , Ioannis Tsapakis
DOI: 10.1080/19439962.2019.1611682
关键词: Crash analysis 、 Association rule learning 、 Affinity analysis 、 Actuarial science 、 Hit and run 、 Business
摘要: … The outcomes from the association rules showed that this data mining tool is well suited to … functional forms in association rules mining. Additionally, the generated rules have potentials …
sci-hub.se 参考文章(48)
Benjamin Brooks, Shifting the focus of strategic occupational injury prevention: Mining free-text, workers compensation claims data Safety Science. ,vol. 46, pp. 1- 21 ,(2008) , 10.1016/J.SSCI.2006.09.006
Lu Gao, Hui Wu, Verb-Based Text Mining of Road Crash Report Transportation Research Board 92nd Annual MeetingTransportation Research Board. ,(2013)
Subasish Das, Xiaoduan Sun, Association knowledge for fatal run-off-road crashes by Multiple Correspondence Analysis Iatss Research. ,vol. 39, pp. 146- 155 ,(2016) , 10.1016/J.IATSSR.2015.07.001
Chenming Jiang, Linjun Lu, Shengdi Chen, Jian John Lu, Hit-and-run crashes in urban river-crossing road tunnels. Accident Analysis & Prevention. ,vol. 95, pp. 373- 380 ,(2016) , 10.1016/J.AAP.2015.09.003
Ramakrishnan Srikant, Rakesh Agrawal, Fast Algorithms for Mining Association Rules in Large Databases very large data bases. pp. 487- 499 ,(1994)
Fred L. Mannering, Chandra R. Bhat, Analytic methods in accident research: Methodological frontier and future directions Analytic Methods in Accident Research. ,vol. 1, pp. 1- 22 ,(2014) , 10.1016/J.AMAR.2013.09.001
Ghazan Khan, Andrea R. Bill, David A. Noyce, Exploring the feasibility of classification trees versus ordinal discrete choice models for analyzing crash severity Transportation Research Part C-emerging Technologies. ,vol. 50, pp. 86- 96 ,(2015) , 10.1016/J.TRC.2014.10.003
Richard Tay, Shakil Mohammad Rifaat, Hoong Chor Chin, A logistic model of the effects of roadway, environmental, vehicle, crash and driver characteristics on hit-and-run crashes. Accident Analysis & Prevention. ,vol. 40, pp. 1330- 1336 ,(2008) , 10.1016/J.AAP.2008.02.003
Karolien Geurts, Isabelle Thomas, Geert Wets, Understanding spatial concentrations of road accidents using frequent item sets. Accident Analysis & Prevention. ,vol. 37, pp. 787- 799 ,(2005) , 10.1016/J.AAP.2005.03.023
Guangnan Zhang, Guangzhong Li, Tiancheng Cai, David M Bishai, Changxu Wu, Zeyi Chan, None, Factors contributing to hit-and-run crashes in China Transportation Research Part F-traffic Psychology and Behaviour. ,vol. 23, pp. 113- 124 ,(2014) , 10.1016/J.TRF.2013.12.009