Browsing Qatar University Annual Research Forum & Exhibition by Subject "Transportation planning"
Now showing items 1-2 of 2
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Blue-collar workers' travel behavior modeling using exPlainable machine learning model: The case of Qatar
( Qatar University Press , 2021 , Poster)This paper presents a novel study on the examination of explainable machine learning (ML) technique to predict the mode choice for communities with a majority of blue-collared workers. A total of 4875 trip records for 1050 ... -
Machine Learning Approach to Predict Metro Ridership based on Land Use Densities
( Qatar University Press , 2021 , Poster)Predicting metro ridership is an essential requirement for efficient metro operation and management. The dependence of metro ridership on the land use densities entails a need for an accurate predictive model. To this end, ...