Multiscale dynamic human mobility flow dataset in the U.S. during the COVID-19 epidemic

Yuhao Kang, Song Gao, Yunlei Liang, +3

Scientific Data

Mapping county-level mobility pattern changes in the United States in response to COVID-19

Song Gao, Jinmeng Rao, Yuhao Kang, +2

SIGSPATIAL Special

Location-aware Social MediumUnited StatesCovid-19Geographic Information SystemsTransmission Rate +15

Understanding house price appreciation using multi-source big geo-data and machine learning

Yuhao Kang, Fan Zhang, Wenzhe Peng, +4

Land Use Policy

HousingMulti-source Big Geo-dataEconomicsEngineeringMachine Learning +7

Intracounty modeling of COVID-19 infection with human mobility: Assessing spatial heterogeneity with business traffic, age, and race

Xiao Hua Hou, Song Gao, Qin Li, +6

Proceedings of the National Academy of Sciences

Ethnic HeterogeneityEpidemiological DynamicComputational EpidemiologyCovid-19 EpidemiologySocial Determinants Of Health +19

Mapping county-level mobility pattern changes in the United States in response to COVID-19

Song Gao, Jinmeng Rao, Yuhao Kang, +2

SIGSPATIAL Special

Location-aware Social MediumUnited StatesCovid-19Computational Social ScienceGeographic Information Systems +16

Mapping County-Level Mobility Pattern Changes in the United States in Response to COVID-19

Song Gao, Jinmeng Rao, Yuhao Kang, +2

SSRN Electronic Journal

A Mobile Outdoor Augmented Reality Method Combining Deep Learning Object Detection and Spatial Relationships for Geovisualization

Jinmeng Rao, Yanjun Qiao, Fu Ren, +2

Sensors

Convolutional Neural NetworkEngineeringMachine LearningHuman Pose Estimation3D Pose Estimation +19

Assessing multiscale visual appearance characteristics of neighbourhoods using geographically weighted principal component analysis in Shenzhen, China

Chao Wu, Ningyezi Peng, Xiangyuan Ma, +2

Computers Environment and Urban Systems

Urban DesignImage AnalysisMachine VisionData SciencePattern Recognition +9

LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection

Jinmeng Rao, Song Gao, Yuhao Kang, +1

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

Privacy ProtectionEngineeringMachine LearningInformation SecurityInformation Privacy +17

Urban Multiple Route Planning Model Using Dynamic Programming in Reinforcement Learning

Ningyezi Peng, Yuliang Xi, Jinmeng Rao, +2

IEEE Transactions on Intelligent Transportation Systems

Reward FunctionEngineeringSmart CityTraffic CongestionReal-time Data Sharing +15