| Mapping county-level mobility pattern changes in the United States in response to COVID-19 S Gao, J Rao, Y Kang, Y Liang, J Kruse SIGSpatial Special 12 (1), 16-26, 2020 | 319 | 2020 |
| Association of mobile phone location data indications of travel and stay-at-home mandates with COVID-19 infection rates in the US S Gao, J Rao, Y Kang, Y Liang, J Kruse, D Dopfer, AK Sethi, JFM Reyes, ... JAMA network open 3 (9), e2020485-e2020485, 2020 | 223* | 2020 |
| Multiscale dynamic human mobility flow dataset in the US during the COVID-19 epidemic Y Kang, S Gao, Y Liang, M Li, J Rao, J Kruse Scientific Data, 2020 | 174 | 2020 |
| A review of urban physical environment sensing using street view imagery in public health studies Y Kang, F Zhang, S Gao, H Lin, Y Liu Annals of GIS 26 (3), 261-275, 2020 | 124 | 2020 |
| Understanding house price appreciation using multi-source big geo-data and machine learning Y Kang, F Zhang, W Peng, S Gao, J Rao, F Duarte, C Ratti Land Use Policy 111, 104919, 2020 | 116 | 2020 |
| Intracounty modeling of COVID-19 infection with human mobility: Assessing spatial heterogeneity with business traffic, age, and race X Hou, S Gao, Q Li, Y Kang, N Chen, K Chen, J Rao, JS Ellenberg, ... Proceedings of the National Academy of Sciences 118 (24), e2020524118, 2021 | 105 | 2021 |
| Uncovering inconspicuous places using social media check-ins and street view images F Zhang, J Zu, M Hu, D Zhu, Y Kang, S Gao, Y Zhang, Z Huang Computers, Environment and Urban Systems 81, 101478, 2020 | 94 | 2020 |
| Transferring multiscale map styles using generative adversarial networks Y Kang, S Gao, RE Roth International Journal of Cartography 5 (2-3), 115-141, 2019 | 79 | 2019 |
| LSTM-TrajGAN: A deep learning approach to trajectory privacy protection J Rao, S Gao, Y Kang, Q Huang arXiv preprint arXiv:2006.10521, 2020 | 72 | 2020 |
| “Perception bias”: Deciphering a mismatch between urban crime and perception of safety F Zhang, Z Fan, Y Kang, Y Hu, C Ratti Landscape and Urban Planning 207, 104003, 2021 | 69 | 2021 |
| Towards feasibility of photovoltaic road for urban traffic-solar energy estimation using street view image Z Liu, A Yang, M Gao, H Jiang, Y Kang, F Zhang, T Fei Journal of Cleaner Production 228, 303-318, 2019 | 68 | 2019 |
| Extracting human emotions at different places based on facial expressions and spatial clustering analysis Y Kang, Q Jia, S Gao, X Zeng, Y Wang, S Angsuesser, Y Liu, X Ye, T Fei Transactions in GIS 3 (23), 450-480, 2019 | 67 | 2019 |
| Estimation of Regional economic Development Indicator from Transportation Network Analytics B Li, S Gao, Y Liang, Y Kang, T Prestby, Y Gao, R Xiao Scientific Reports 10 (1), 1-15, 2020 | 60 | 2020 |
| Human settlement value assessment from a place perspective: Considering human dynamics and perceptions in house price modeling Y Kang, F Zhang, S Gao, W Peng, C Ratti Cities 118, 103333, 2021 | 44 | 2021 |
| Identification and classification of Wuhan urban districts based on POI Y Kang, Y Wang, Z Xia, J Chi, L Jiao, Z Wei Journal of Geomatics 43 (1), 81-85, 2018 | 43* | 2018 |
| State-specific Projection of COVID-19 Infection in the United States and Evaluation of Three Major Control Measures S Chen, Q Li, S Gao, Y Kang, X Shi Scientific Reports, 2020 | 40* | 2020 |
| Understanding neighborhood isolation through spatial interaction network analysis using location big data T Prestby, J App, Y Kang, S Gao Environment and Planning A: Economy and Space, 2019 | 40 | 2019 |
| Places for play: Understanding human perception of playability in cities using street view images and deep learning J Kruse, Y Kang, YN Liu, F Zhang, S Gao Computers, Environment and Urban Systems 90, 101693, 2021 | 32 | 2021 |
| The financial impact of street-level greenery on New York commercial buildings J Yang, H Rong, Y Kang, F Zhang, A Chegut Landscape and Urban Planning 214, 104162, 2021 | 32 | 2021 |
| Predicting the spatiotemporal legality of on-street parking using open data and machine learning S Gao, M Li, Y Liang, J Marks, Y Kang, M Li Annals of GIS 25 (4), 299-312, 2019 | 29 | 2019 |
Song GaoAssociate Professor of Geographic Information Science, University of Wisconsin-MadisonVerified email at wisc.edu
