| Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns F Zhang, D Zhu, L Wu, Y Liu ISPRS Journal of Photogrammetry and Remote Sensing 153, 48-58, 2019 | 181 | 2019 |
| Spatial interpolation using conditional generative adversarial neural networks D Zhu, X Cheng, F Zhang, X Yao, Y Gao, Y Liu International Journal of Geographical Information Science 34 (4), 735-758, 2020 | 165 | 2020 |
| Understanding place characteristics in geographic contexts through graph convolutional neural networks D Zhu, F Zhang, S Wang, Y Wang, X Cheng, Z Huang, Y Liu Annals of the American Association of Geographers 110 (2), 408-420, 2020 | 150 | 2020 |
| 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 | 137 | 2020 |
| Street as a big geo-data assembly and analysis unit in urban studies: A case study using Beijing taxi data D Zhu, N Wang, L Wu, Y Liu Applied Geography 86, 152-164, 2017 | 95 | 2017 |
| Spatial origin-destination flow imputation using graph convolutional networks X Yao, Y Gao, D Zhu, E Manley, J Wang, Y Liu IEEE Transactions on Intelligent Transportation Systems 22 (12), 7474-7484, 2020 | 94 | 2020 |
| Inferring spatial interaction patterns from sequential snapshots of spatial distributions D Zhu, Z Huang, L Shi, L Wu, Y Liu International Journal of Geographical Information Science 32 (4), 783-805, 2018 | 65 | 2018 |
| Terrain feature-aware deep learning network for digital elevation model superresolution Y Zhang, W Yu, D Zhu ISPRS Journal of Photogrammetry and Remote Sensing 189, 143-162, 2022 | 59 | 2022 |
| A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data L Wu, X Cheng, C Kang, D Zhu, Z Huang, Y Liu International Journal of Digital Earth 13 (6), 708-726, 2020 | 58 | 2020 |
| A stepwise spatio-temporal flow clustering method for discovering mobility trends X Yao, D Zhu, Y Gao, L Wu, P Zhang, Y Liu Ieee Access 6, 44666-44675, 2018 | 54 | 2018 |
| Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions D Zhu, Y Liu, X Yao, MM Fischer GeoInformatica 26 (4), 645-676, 2022 | 53 | 2022 |
| Quantifying the scale effect in geospatial big data using semi-variograms L Chen, Y Gao, D Zhu, Y Yuan, Y Liu PloS one 14 (11), e0225139, 2019 | 45 | 2019 |
| Mapping human activity volumes through remote sensing imagery X Xing, Z Huang, X Cheng, D Zhu, C Kang, F Zhang, Y Liu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 44 | 2020 |
| Analytical methods and applications of spatial interactions in the era of big data Y Liu, X Yao, Y Gong, C Kang, X Shi, F Wang, J Wang, Y Zhang, P Zhao, ... Acta Geographica Sinica 75 (7), 1523-1538, 2020 | 44* | 2020 |
| Sensing population distribution from satellite imagery via deep learning: Model selection, neighboring effects, and systematic biases X Huang, D Zhu, F Zhang, T Liu, X Li, L Zou IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 32 | 2021 |
| Revealing the spatial shifting pattern of COVID-19 pandemic in the United States D Zhu, X Ye, S Manson Scientific reports 11 (1), 8396, 2021 | 30 | 2021 |
| A generalized heterogeneity model for spatial interpolation P Luo, Y Song, D Zhu, J Cheng, L Meng International Journal of Geographical Information Science 37 (3), 634-659, 2023 | 29 | 2023 |
| Visualizing spatial interaction characteristics with direction-based pattern maps X Yao, L Wu, D Zhu, Y Gao, Y Liu Journal of Visualization, 1-15, 2019 | 22 | 2019 |
| 地理分析中的空间效应 Y Liu, K Wang, X Xing, H Guo, W Zhang, Q Luo, S Gao, Z Huang, H Li, ... Acta Geographica Sinica 78 (3), 517-531, 2023 | 21 | 2023 |
| Metrogan: Simulating urban morphology with generative adversarial network W Zhang, Y Ma, D Zhu, L Dong, Y Liu Proceedings of the 28th ACM SIGKDD conference on knowledge discovery and …, 2022 | 21 | 2022 |
Yu LiuPeking Universityurban.pku.edu.cn의 이메일 확인됨