| Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network A Hofleitner, R Herring, P Abbeel, A Bayen IEEE Transactions on Intelligent Transportation Systems 13 (4), 1679-1693, 2012 | 331 | 2012 |
| Estimating arterial traffic conditions using sparse probe data R Herring, A Hofleitner, P Abbeel, A Bayen 13th International IEEE Conference on Intelligent Transportation Systems …, 2010 | 302 | 2010 |
| Arterial travel time forecast with streaming data: A hybrid approach of flow modeling and machine learning A Hofleitner, R Herring, A Bayen Transportation Research Part B: Methodological 46 (9), 1097-1122, 2012 | 235 | 2012 |
| 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, 10-14, 2010 | 147 | 2010 |
| Probability distributions of travel times on arterial networks: a traffic flow and horizontal queuing theory approach A Hofleitner, R Herring, A Bayen Proceedings of the 91st Transportation Research Board Annual Meeting, 2011 | 46 | 2011 |
| Arriving on time: estimating travel time distributions on large-scale road networks T Hunter, A Hofleitner, J Reilly, W Krichene, J Thai, A Kouvelas, P Abbeel, ... arXiv preprint arXiv:1302.6617, 2013 | 42 | 2013 |
| Optimal decomposition of travel times measured by probe vehicles using a statistical traffic flow model A Hofleitner, A Bayen 2011 14th International IEEE Conference on Intelligent Transportation …, 2011 | 42 | 2011 |
| 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, A de La Fortelle 91st Transportation Research Board Annual Meeting, 2012 | 34 | 2012 |
| Guaranteed bounds on highway travel times using probe and fixed data C Claudel, A Hofleitner, N Mignerey, A Bayen 88th TRB Annual Meeting Compendium of Papers, 2009 | 32 | 2009 |
| Ties: temporal interaction embeddings for enhancing social media integrity at facebook N Noorshams, S Verma, A Hofleitner Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 24 | 2020 |
| Mobile millennium-participatory traffic estimation using mobile phones R Herring, A Hofleitner, D Work, OP Tossavainen, AM Bayen CPS Forum, Cyber-Physical Systems Week 2009, 2009 | 18 | 2009 |
| Online Homotopy Algorithm for a Generalization of the LASSO A Hofleitner, T Rabbani, L El Ghaoui, A Bayen IEEE Transactions on Automatic Control 58 (12), 3175-3179, 2013 | 16 | 2013 |
| A hydrodynamic theory based statistical model of arterial traffic A Hofleitner, R Herring, A Bayen Univ. California, Berkeley, CA, Tech. Rep. UCB-ITS-CWP-2011-2, 2011 | 13 | 2011 |
| 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 Conference on Decision and Control, 2011 | 11 | 2011 |
| Automatic inference of map attributes from mobile data A Hofleitner, E Come, L Oukhellou, JP Lebacque, A Bayen 2012 15th International IEEE Conference on Intelligent Transportation …, 2012 | 9 | 2012 |
| Leveraging geolocalization technologies to model and estimate urban traffic A Hofleitner Université Paris-Est, 2012 | 7 | 2012 |
| Reconstruction of boundary conditions from internal conditions using viability theory A Hofleitner, C Claudel, A Bayen 2012 American Control Conference (ACC), 640-645, 2012 | 6 | 2012 |
| Dynamic stabilization and control of material flows in networks and its relationship to phase synchronization R Donner, A Hofleitner, J Höfener, S Lämmer, D Helbing Proc. 3rd Int. Conf. Physics and Control (PhysCon 2007) 1188, 2007 | 6 | 2007 |
| A hybrid approach of physical laws and data-driven modeling for estimation: the example of queuing networks A Hofleitner University of California, Berkeley, 2013 | 5 | 2013 |
| Learning and estimation applications of an online homotopy algorithm for a generalization of the LASSO A Hofleitner, T Rabbani, M Rafiee, L El Ghaoui, A Bayen Discrete Continuous Dyn. Syst.-S 7 (3), 503-523, 2014 | 4 | 2014 |
Alexandre BayenProfessor Electrical Engineering and Computer Science, UC BerkeleyEmail verificata su berkeley.edu