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Using Mobile Phones to Forecast Arterial Traffic through Statistical Learning

, , , , , , and . Proceedings of the 89th Annual Meeting of the Transportation Research Board, Washington D.C., (2010)

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Learning the dynamics of arterial traffic from probe data using a Dynamic Bayesian Network, , and . IEEE Transactions on Intelligent Transportation Systems, submitted, (2011)Probability distributions of travel times on arterial networks: a traffic flow and horizontal queuing theory approach, , and . 91st Transportation Research Board Annual Meeting, 12-0798, Washington, D.C., (January 2012)Arterial travel time forecast with streaming data: a hybrid flow model - machine learning approach, , and . Transportation Research Part B, to appear, (2011)Large scale estimation of arterial traffic and structural analysis of traffic patterns using probe vehicles, , , , , and . 91st Transportation Research Board Annual Meeting, 12-0598, (2012)Using Mobile Phones to Forecast Arterial Traffic through Statistical Learning, , , , , , and . Proceedings of the 89th Annual Meeting of the Transportation Research Board, Washington D.C., (2010)A hydrodynamic theory based statistical model of arterial traffic, , and . UCB-ITS-CWP-2011-2. UC Berkeley, (January 2011)Using Mobile Phones to Forecast Arterial Traffic through Statistical Learning, , , , , , and . 89th Transportation Research Board Annual Meeting, 10-2493, Washington D.C., (2010)