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09/23/2020
Agent-based Simulation Model and Deep Learning Techniques to Evaluate and Predict Transportation Trends around COVID-19
The COVID-19 pandemic has affected travel behaviors and transportation s...
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06/26/2020
An Interactive Data Visualization and Analytics Tool to Evaluate Mobility and Sociability Trends During COVID-19
The COVID-19 outbreak has dramatically changed travel behavior in affect...
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12/04/2019
Extracting Trips from Multi-Sourced Data for Mobility Pattern Analysis: An App-Based Data Example
Passively-generated data, such as GPS data and cellular data, bring trem...
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04/19/2019
An Alternative Data-Driven Prediction Approach Based on Real Option Theories
This paper presents a new prediction model for time series data by integ...
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08/22/2018