Browsing Waterloo Research by Author "Fu, Liping"
Now showing items 1-2 of 2
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Development of a global road safety performance function using deep neural networks
Pan, Guangyuan; Fu, Liping; Thakali, Lalita (Elsevier, 2017-08-01)This paper explores the idea of applying a machine learning approach to develop a global road safety performance function (SFP) that can be used to predict the expected crash frequencies of different highways from different ... -
A hybrid Bayesian network model for predicting delays in train operations
Lessan, Javad; Fu, Liping; Wen, Chao (Elsevier, 2019-01)We present a Bayesian network-(BN) based train delay prediction model to tackle the complexity and dependency nature of train operations. Three different BN schemes, namely, heuristic hill-climbing, primitive linear and ...