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Ximeng Cheng
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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
1252020
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
1122020
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
452020
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
332020
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
292021
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
182018
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
172021
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
132019
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
112022
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
11*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
42012
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
22016
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
12023
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
12016
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
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
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
Journal of Environmental Economics and Management
F Xia, X Cheng, Z Lei, J Xu, Y Liu, Y Zhang, Q Zhang
Journal of Environmental Economics and Management 122, 102896, 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
Journal of Environmental Economics and Management
EH Kima, TP Lyon
Journal of Environmental Economics and Management 61, 311-326, 2011
2011
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