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 | 141 | 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 | 125 | 2020 |
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 | 49 | 2020 |
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 | 37 | 2020 |
A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence X Cheng, J Wang, H Li, Y Zhang, L Wu, Y Liu International Journal of Geographical Information Science 35 (10), 2002-2025, 2021 | 31 | 2021 |
Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series X Cheng, Z Wang, X Yang, L Xu, Y Liu Computers, Environment and Urban Systems 88, 101627, 2021 | 19 | 2021 |
The scale effect on spatial interaction patterns: An empirical study using taxi OD data of Beijing and Shanghai S Zhang, D Zhu, X Yao, X Cheng, H He, Y Liu Ieee Access 6, 51994-52003, 2018 | 19 | 2018 |
An extended exploration and preferential return model for human mobility simulation at individual and collective levels J Wang, L Dong, X Cheng, W Yang, Y Liu Physica A: Statistical Mechanics and Its Applications 534, 121921, 2019 | 18 | 2019 |
Improve the deep learning models in forestry based on explanations and expertise X Cheng, A Doosthosseini, J Kunkel Frontiers in Plant Science 13, 902105, 2022 | 12 | 2022 |
基于 mRMR 特征优选算法的多光谱遥感影像分类效率精度分析 程希萌, 沈占锋, 邢廷炎, 夏列钢, 吴田军 地球信息科学学报 18 (6), 815-823, 2016 | 12* | 2016 |
Heterogeneous impacts of local traffic congestion on local air pollution within a city: Utilizing taxi trajectory data F Xia, X Cheng, Z Lei, J Xu, Y Liu, Y Zhang, Q Zhang Journal of Environmental Economics and Management 122, 102896, 2023 | 4 | 2023 |
基于高分遥感影像的地震受灾建筑物提取与倒损情况快速评估 程希萌, 沈占锋, 邢廷炎, 董文 自然灾害学报 25 (3), 22-31, 2016 | 4 | 2016 |
社会消费视域下青年价值观的发展与嬗变 王丽君, 程希萌 中国青年研究, 55-59, 2012 | 4 | 2012 |
Inferring “high-frequent” mixed urban functions from telecom traffic J Tang, X Cheng, A Liu, Q Huang, Y Zhou, Z Huang, Y Liu, L Xu Environment and Planning B: Urban Analytics and City Science, 23998083231221867, 2023 | 1 | 2023 |
基于高分辨率遥感目标特征库的地震灾情快速评估方法 董文, 沈占锋, 程希萌 地球信息科学学报 18 (5), 699-707, 2016 | 1 | 2016 |
9 Explainability in GeoAI X Cheng, M Vischer, Z Schellin, L Arras, MM Kuglitsch, W Samek, J Ma Handbook of Geospatial Artificial Intelligence, 177, 2023 | | 2023 |
Decomposition learning based on spatial heterogeneity: A case study of COVID-19 infection forecasting in Germany X Cheng, J Arndt, E Marquez, J Ma EGU General Assembly Conference Abstracts, EGU-3267, 2023 | | 2023 |
基于高分遥感影像的灾害目标自动分类技术研究 程希萌 中国地质大学 (北京), 2016 | | 2016 |