1 code implementation • 22 Sep 2020 • Juan Carrillo, Mark Crowley, Guangyuan Pan, Liping Fu
Road maintenance during the Winter season is a safety critical and resource demanding operation.
no code implementations • 17 Dec 2018 • Guangyuan Pan, Liping Fu, Lalita Thakali, Matthew Muresan, Ming Yu
In this paper, we attempt to demonstrate the potential of this new model for crash prediction through two case studies including a collision data set from 800 km stretch of Highway 401 and other highways in Ontario, Canada.
no code implementations • 17 Dec 2018 • Guangyuan Pan, Liping Fu, Ruifan Yu, Matthew Muresan
Results show that the proposed model has the highest classification performance in comparison to the traditional machine learning techniques.
no code implementations • 26 Sep 2017 • Wenwen Tu, Feng Xiao, Liping Fu, Guangyuan Pan
A total of 747, 856 sets of data are generated and used for both traffic flow states classification and sensitivity analysis of input variables.