Browsing University of Waterloo by Author "Thakali, Lalita"
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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 ... -
Nonparametric Methods for Road Safety Analysis
Thakali, Lalita (University of Waterloo, 2016-08-16)Crash models for predicting long-term crash risk at some specific components of a road network are fundamental to road safety analyses such as network screening and countermeasure studies. These models are often calibrated ...