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08/12/2021
Screenline-based Two-step Calibration and its application to an agent-based urban freight simulator
Calibration is an essential process to make an agent-based simulator ope...
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05/31/2021
Improving the Accuracy and Efficiency of Online Calibration for Simulation-based Dynamic Traffic Assignment
Simulation-based Dynamic Traffic Assignment models have important applic...
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01/21/2021
Discrete Choice Analysis with Machine Learning Capabilities
This paper discusses capabilities that are essential to models applied i...
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11/16/2020
Spatiotemporal Characteristics of Ride-sourcing Operation in Urban Area
The emergence of ride-sourcing platforms has brought an innovative alter...
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11/10/2020
Network Impacts of Automated Mobility-on-Demand: A Macroscopic Fundamental Diagram Perspective
Technological advancements have brought increasing attention to Automate...
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10/22/2020
A simulation-based evaluation of a Cargo-Hitching service for E-commerce using mobility-on-demand vehicles
Time-sensitive parcel deliveries, shipments requested for delivery in a ...
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08/18/2020
Learning Structure in Nested Logit Models
This paper introduces a new data-driven methodology for nested logit str...
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02/03/2020
A Neural-embedded Choice Model: TasteNet-MNL Modeling Taste Heterogeneity with Flexibility and Interpretability
Discrete choice models (DCMs) and neural networks (NNs) can complement e...
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01/14/2020