3 citations · 3 across the 1 of their papers we have counts for
3 papers
eess.SY2019
Adaptive Traffic Signal Control with Deep Reinforcement Learning An Exploratory Investigation
Matthew Muresan, Liping Fu, Guangyuan Pan
This paper presents the results of a new deep learning model for traffic signal control. In this model, a novel state space approach is proposed to capture the main attributes of t…
cs.LG2018
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…