Chuan Ding

A spatiotemporal correlative k-nearest neighbor model for short-term traffic multistep forecasting

Pinlong Cai, Yunpeng Wang, Guangquan Lu et al. · Transportation Research Part C Emerging Technologies · 2015 · 452 citations

Traffic Theory, Engineering, Traffic Flow +8

Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo

Chuan Ding, Xinyu Cao, Petter Næss · Transportation Research Part A Policy and Practice · 2018 · 406 citations

Transportation Planning, Built Environment, Engineering +9

Exploring the influence of built environment on travel mode choice considering the mediating effects of car ownership and travel distance

Chuan Ding, Donggen Wang, Chao Liu et al. · Transportation Research Part A Policy and Practice · 2017 · 363 citations

Built Environment, Mediating Effects, Activity-travel Pattern +10

A geographically and temporally weighted regression model to explore the spatiotemporal influence of built environment on transit ridership

Xiaolei Ma, Jiyu Zhang, Chuan Ding et al. · Computers Environment and Urban Systems · 2018 · 321 citations

Built Environment, Transportation Planning, Public Transport +10

How does the station-area built environment influence Metrorail ridership? Using gradient boosting decision trees to identify non-linear thresholds

Chuan Ding, Xinyu Cao, Chao Liu · Journal of Transport Geography · 2019 · 277 citations

Transportation Planning, Railway Traffic, Engineering +9