Ximeng Cheng

Improve the Deep Learning Models in Forestry Based on Explanations and Expertise

A. Doosthosseini, Julian Kunkel, Ximeng Cheng, 2022, Frontiers in Plant Science.

A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data

Yu Liu, Chaogui Kang, Zhou Huang, 2018, Int. J. Digit. Earth.

Spatial interpolation using conditional generative adversarial neural networks

Yu Liu, Di Zhu, Fan Zhang, 2019, Int. J. Geogr. Inf. Sci..

Mapping Human Activity Volumes Through Remote Sensing Imagery

Zhou Huang, Fan Zhang, Di Zhu, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

The Scale Effect on Spatial Interaction Patterns: An Empirical Study Using Taxi O-D data of Beijing and Shanghai

Di Zhu, Xin Yao, Yu Liu, 2018, IEEE Access.

Understanding Place Characteristics in Geographic Contexts through Graph Convolutional Neural Networks

Yu Liu, Zhou Huang, Fan Zhang, 2020, Smart Spaces and Places.

A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence

Haifeng Li, Yu Liu, Ximeng Cheng, 2020, Int. J. Geogr. Inf. Sci..

Multi-scale detection and interpretation of spatio-temporal anomalies of human activities represented by time-series

Xuexi Yang, Ximeng Cheng, Zhiqian Wang, 2021, Comput. Environ. Urban Syst..

Heterogeneous impacts of local traffic congestion on local air pollution within a city: Utilizing taxi trajectory data

Ximeng Cheng, Fan Xia, Zhen Lei, 2023, Journal of Environmental Economics and Management.