Johannes Kristinsson

Real time vehicle speed prediction using a Neural Network Traffic Model

Jungme Park, Li Dai, Yi Lu Murphey et al. · 2011 · 133 citations

Intelligent Traffic Management, Traffic Theory, Engineering +12

Intelligent Trip Modeling for the Prediction of an Origin–Destination Traveling Speed Profile

Jungme Park, Yi Lu Murphey, Ryan McGee et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 68 citations

Engineering, Machine Learning, Traffic Flow +21

Intelligent speed profile prediction on urban traffic networks with machine learning

Jungme Park, Yi Lu Murphey, Johannes Kristinsson et al. · 2013 · 18 citations

Traffic Theory, Engineering, Machine Learning +16

Building Efficient Probability Transition Matrix Using Machine Learning from Big Data for Personalized Route Prediction

Xipeng Wang, Yuan Ma, Junru Di et al. · Procedia Computer Science · 2015 · 16 citations · Full text

Transport Network Analysis, Personalized Route Prediction, Machine Learning +17

Contextual on-board learning and prediction of vehicle destinations

Dimitar Filev, Fling Tseng, Johannes Kristinsson et al. · 2011 · 14 citations

Transport Network Analysis, Engineering, Contextual On-board Learning +16