Aude Hofleitner

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network

Aude Hofleitner, Ryan Herring, Pieter Abbeel et al. · IEEE Transactions on Intelligent Transportation Systems · 2012 · 236 citations

Probe Data, Engineering, Machine Learning +18

Estimating arterial traffic conditions using sparse probe data

Ryan Herring, Aude Hofleitner, Pieter Abbeel et al. · 2010 · 199 citations

Probe Data, Traffic Theory, Engineering +14

Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning

Aude Hofleitner, Ryan Herring, Alexandre M. Bayen · Transportation Research Part B Methodological · 2012 · 176 citations

Engineering, Machine Learning, Data Science +12

Using Mobile Phones to Forecast Arterial Traffic through Statistical Learning

Ryan Herring, Aude Hofleitner, Saurabh Amin et al. · Transportation Research Board 89th Annual MeetingTransportation Research Board · 2010 · 87 citations

Intelligent Traffic Management, Engineering, Machine Learning +14

Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model

Aude Hofleitner, Alexandre M. Bayen · 2011 · 31 citations

Traffic Theory, Engineering, Traffic Flow +17