Publications

Journal articles

1. Arterial travel time forecast with streaming data: a hybrid approach of flow modeling and machine learning, A. Hofleitner, R. Herring and A. Bayen, doi: 10.1016/j.trb.2012.03.006, Transportation Research Part B Vol. 46, pp 1097-1122, 2012.
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2. Learning the dynamics of arterial traffic from probe data using a Dynamic Bayesian Network, A. Hofleitner, R. Herring, P. Abbeel and A. Bayen, in press, doi: 10.1109/TITS.2012.2200474, IEEE Transactions on Intelligent Transportation Systems, Vol. 13, Issue 4, pp 1679-1693, 2012.
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Conferences

1. Probabilistic formulation of estimation problems for a class of Hamilton-Jacobi equations, A. Hofleitner, C. Claudel and A. Bayen, doi: 10.1109/CDC.2012.6426316, 51st IEEE Conference on Decision and Control, pp 3531-3537, December 2012.
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2. Automatic signal detection leveraging sparsely sampled probe vehicles, A. Hofleitner, E. Come, L. Oukhellou, J-P Lebacque and A. Bayen, doi: 10.1109/ITSC.2012.6338641, 15th IEEE Intelligent Transportation System Conference (ITSC 2012), pp 1687-1692, September, 2012.
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3. Reconstruction of boundary conditions from internal conditions using viability theory, A. Hofleitner, C. Claudel, A. Bayen, 2012 American Control Conference, Montreal, Canada, June 2012.
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4. Probability distributions of travel times on arterial networks: a traffic flow and horizontal queuing theory approach, A. Hofleitner, R. Herring and A. Bayen, 91st Transportation Research Board Annual Meeting, Number 12-0798, Washington D.C., January 2012
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5. Large scale estimation of arterial traffic and structural analysis of traffic patterns using probe vehicles, A. Hofleitner, R. Herring, A. Bayen, Y. Han, F. Moutarde and A. de La Fortelle, 91st Transportation Research Board Annual Meeting, Number 12-0598, Washington D.C., January 2012
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6. A Three-Stream Model for Arterial Traffic, C. Bails, A. Hofleitner, Y. Xuan and A. Bayen, 91st Transportation Research Board Annual Meeting, Number 12-1212, Washington D.C., January 2012
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7. Online least-squares estimation of time varying systems with sparse temporal evolution and application to traffic estimation, A. Hofleitner, L. El Ghaoui, A. Bayen, 50th IEEE Conference on Decision and Control and European Control Conference, pp. 2595-2601, doi: 10.1109/CDC.2011.6160832, Atlanta Fl., December 2011
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8. Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model, A. Hofleitner, A. Bayen, 14th IEEE Intelligent Transportation System Conference (ITSC 2011), pp. 815-821, doi: 10.1109/ITSC.2011.6083050, Washington D.C., October, 2011
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9. Estimating arterial traffic conditions using sparse probe data, R. Herring, A. Hofleitner, P. Abbeel, A. Bayen, 13th IEEE Intelligent Transportation System Conference (ITSC 2010), pp. 929-936, doi: 10.1109/ITSC.2010.5624994, Madeira, Portugal, September, 2010

10. Using Mobile Phones to Forecast Arterial Traffic Through Statistical Learning, R. Herring, A. Hofleitner, S. Amin, T. Nasr, A. Khalek, P. Abbeel, A. Bayen, 89th Transportation Research Board Annual Meeting, Number 10-2493, Washington D.C., January 10-14, 2010

11. Guaranteed bounds on highway travel times using probe and fixed data, C. Claudel, A. Hofleitner, N. Mignerey and A. Bayen, 88th Transportation Research Board Annual Meeting, Number 09-3616, Washington D.C., January 10-14 2009

12. Dynamic Stabilization and Control of Material Flows in Networks and its Relationship to Phase Synchronization, R. Donner, A. Hofleitner, J. Hofener, S. Lammer, D. Helbing, Proceedings of the 3rd International Conference on Physics and Control (PHYSCON 2007), 1188.

Book chapter

1. Decentralised Control of Traffic Flows in Urban Networks, R. Donner, S. Lammer, A. Hofleitner, D. Helbing, Lectures on Socio- and Econophysics, ed. by J.J. Schneider (Springer, Berlin), 2009

Workshops

1. Dynamic sensing policies for monitoring arterial road traffic, A. Hofleitner, S. Amin, R. Herring, P. abbeel, A. Bayen, NIPS workshop on Adaptive Sensing, Active Learning and Experimental Design: Theory, Methods and Applications, December 2009

Working papers & Technical reports

1. A hydrodynamic theory based statistical model of arterial traffic, A. Hofleitner, R. Herring, A. Bayen, Tech Report UC Berkeley UCB-ITS-CWP-2011-2, January 2011

In review

1. Probability distribution of travel times in signalized flow networks: a horizontal queuing theory approach, A. Hofleitner, R. Herring and A. Bayen , submitted, Operations Research, INFORMS, April, 2012