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Front Cover -- Mobility Patterns, Big Data and Transport Analytics: Tools and Applications for Modeling -- Copyright …-Driven Traffic Simulation Models: Mobility Patterns Using Machine Learning Techniques -- Abstract -- 1 New Modeling Challenges and … Data Opportunities -- 2 Background -- 3 Data-Driven Traffic Performance Modeling: Overall Framework -- 4 Application to …

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Mobility patterns, big data and transport analytics : tools and applications for modeling

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Linear Econometric Models with Machine Learning -- Nonlinear Econometric Models with Machine Learning -- The Use of Machine Learning in Treatment Effect Estimation.-Forecasting with Machine Learning Methods.-Causal Estimation of Treatment Effects From Observational Health Care Data Using Machine...

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