Search Results for author: Matthew Muresan

Found 2 papers, 0 papers with code

Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network

no code implementations17 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.

BIG-bench Machine Learning Classification +1

An Improved Deep Belief Network Model for Road Safety Analyses

no code implementations17 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.

regression

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