17 citations · 31 across the 5 of their papers we have counts for
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cs.LG2018★ 5 cited
An Improved Deep Belief Network Model for Road Safety Analyses
Guangyuan Pan, Liping Fu, Lalita Thakali +2
Crash prediction is a critical component of road safety analyses. A widely adopted approach to crash prediction is application of regression based techniques. The underlying calibr…
eess.IV2018★ 3 cited
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network
Guangyuan Pan, Liping Fu, Ruifan Yu +1
This paper investigates the application of the latest machine learning technique deep neural networks for classifying road surface conditions (RSC) based on images from smartphones…