203 citations · 262 across the 7 of their papers we have counts for
7 papers
An elaborated pattern-based method of identifying data oscillations from mobile device location data
Qianqian Sun, Aref Darzi, Yixuan Pan
In recent years, passively collected GPS data have been popularly applied in various transportation studies, such as highway performance monitoring, travel behavior analysis, and t…
A Big Data Driven Framework for Duplicate Device Detection from Multi-sourced Mobile Device Location Data
Aliakbar Kabiri, Aref Darzi, Saeed Saleh Namadi +5
Mobile Device Location Data (MDLD) has been popularly utilized in various fields. Yet its large-scale applications are limited because of either biased or insufficient spatial cove…
A Data-Driven Analytical Framework of Estimating Multimodal Travel Demand Patterns using Mobile Device Location Data
Chenfeng Xiong, Aref Darzi, Yixuan Pan +2
While benefiting people's daily life in so many ways, smartphones and their location-based services are generating massive mobile device location data that has great potential to h…
Quantifying the influence of inter-county mobility patterns on the COVID-19 outbreak in the United States
Qianqian Sun, Yixuan Pan, Weiyi Zhou +2
As a highly infectious respiratory disease, COVID-19 has become a pandemic that threatens global health. Without an effective treatment, non-pharmaceutical interventions, such as t…
A Data-Driven Travel Mode Share Estimation Framework based on Mobile Device Location Data
Mofeng Yang, Yixuan Pan, Aref Darzi +3
Mobile device location data (MDLD) contains abundant travel behavior information to support travel demand analysis. Compared to traditional travel surveys, MDLD has larger spatiote…
Human Mobility Trends during the COVID-19 Pandemic in the United States
Minha Lee, Jun Zhao, Qianqian Sun +4
In March of this year, COVID-19 was declared a pandemic and it continues to threaten public health. This global health crisis imposes limitations on daily movements, which have det…
Quantifying human mobility behavior changes in response to non-pharmaceutical interventions during the COVID-19 outbreak in the United States
Yixuan Pan, Aref Darzi, Aliakbar Kabiri +4
Ever since the first case of the novel coronavirus disease (COVID-19) was confirmed in Wuhan, China, social distancing has been promoted worldwide, including the United States. It…