Yimin Chen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 13

Top Topics

Ensemble Learning

Cellular Automaton

Polarimetric Sar

Top Venues

Int. J. Geogr. Inf. Sci.

IEEE Trans. Geosci. Remote. Sens.

Publications

Zihao Zhou, Yimin Chen, Xiaoping Liu, Xinchang Zhang, Honghui Zhang
A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks. Int. J. Geogr. Inf. Sci. 38 (3) (2024)
Ming Jiang, Yimin Chen, Zhe Dong, Xiaoping Liu, Xinchang Zhang, Honghui Zhang
Multiscale Fusion CNN-Transformer Network for High-Resolution Remote Sensing Image Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jihong Cai, Yimin Chen
A novel unsupervised deep learning method for the generalization of urban form. Geo spatial Inf. Sci. 25 (4) (2022)
Xiaocong Xu, Xiaoping Liu, Xia Li, Qian Shi, Yimin Chen, Bin Ai
Global Snow Depth Retrieval From Passive Microwave Brightness Temperature With Machine Learning Approach. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hui Zhang, Zhixin Qi, Xia Li, Yimin Chen, Xianwei Wang, Yingqing He
An Urban Flooding Index for Unsupervised Inundated Urban Area Detection Using Sentinel-1 Polarimetric SAR Images. Remote. Sens. 13 (22) (2021)
Xinyue Chen, Yimin Chen
Quantifying the relationships between network distance and straight-line distance: applications in spatial bias correction. Ann. GIS 27 (4) (2021)
Yimin Chen, Xia Li, Xiaoping Liu, Hu Huang, Shifa Ma
Simulating urban growth boundaries using a patch-based cellular automaton with economic and ecological constraints. Int. J. Geogr. Inf. Sci. 33 (1) (2019)
Xiaoping Liu, Guohua Hu, Bin Ai, Xia Li, Guangjin Tian, Yimin Chen, Shaoying Li
Simulating urban dynamics in China using a gradient cellular automata model based on S-shaped curve evolution characteristics. Int. J. Geogr. Inf. Sci. 32 (1) (2018)
Yimin Chen, Beibei Wang, Xiaoping Liu, Xia Li
Mapping the spatial disparities in urban health care services using taxi trajectories data. Trans. GIS 22 (2) (2018)
Ning Niu, Xiaoping Liu, He Jin, Xinyue Ye, Yu Liu, Xia Li, Yimin Chen, Shaoying Li
Integrating multi-source big data to infer building functions. Int. J. Geogr. Inf. Sci. 31 (9) (2017)
Yimin Chen, Xiaoping Liu, Xia Li
Calibrating a Land Parcel Cellular Automaton (LP-CA) for urban growth simulation based on ensemble learning. Int. J. Geogr. Inf. Sci. 31 (12) (2017)
Xia Li, Yimin Chen, Xiaoping Liu, Xiaocong Xu, Guangliang Chen
Experiences and issues of using cellular automata for assisting urban and regional planning in China. Int. J. Geogr. Inf. Sci. 31 (8) (2017)
Yimin Chen, Xiaoping Liu, Xia Li
Analyzing Parcel-Level Relationships between Urban Land Expansion and Activity Changes by Integrating Landsat and Nighttime Light Data. Remote. Sens. 9 (2) (2017)
Yimin Chen, Xia Li, Xiaoping Liu, Bin Ai
Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy. Int. J. Geogr. Inf. Sci. 28 (2) (2014)
Xia Li, Jinyao Lin, Yimin Chen, Xiaoping Liu, Bin Ai
Calibrating cellular automata based on landscape metrics by using genetic algorithms. Int. J. Geogr. Inf. Sci. 27 (3) (2013)
Xia Li, Yilun Liu, Xiaoping Liu, Yimin Chen, Bin Ai
Knowledge transfer and adaptation for land-use simulation with a logistic cellular automaton. Int. J. Geogr. Inf. Sci. 27 (10) (2013)
Xia Li, Yihan Zhang, Xiaoping Liu, Yimin Chen
Assimilating process context information of cellular automata into change detection for monitoring land use changes. Int. J. Geogr. Inf. Sci. 26 (9) (2012)
Yimin Chen, Xia Li, Shujie Wang, Xiaoping Liu
Defining agents' behaviour based on urban economic theory to simulate complex urban residential dynamics. Int. J. Geogr. Inf. Sci. 26 (7) (2012)
Xiaoping Liu, Xia Li, Zhangzhi Tan, Yimin Chen
Zoning farmland protection under spatial constraints by integrating remote sensing, GIS and artificial immune systems. Int. J. Geogr. Inf. Sci. 25 (11) (2011)
Xia Li, Chunhua Lao, Xiaoping Liu, Yimin Chen
Coupling urban cellular automata with ant colony optimization for zoning protected natural areas under a changing landscape. Int. J. Geogr. Inf. Sci. 25 (4) (2011)
Xia Li, Yimin Chen, Xiaoping Liu, Dan Li, Jinqiang He
Concepts, methodologies, and tools of an integrated geographical simulation and optimization system. Int. J. Geogr. Inf. Sci. 25 (4) (2011)
Yimin Chen, Xia Li, Xiaoping Liu, Yilun Liu
An agent-based model for optimal land allocation (AgentLA) with a contiguity constraint. Int. J. Geogr. Inf. Sci. 24 (8) (2010)
Xiaoping Liu, Xia Li, Xun Shi, Xiaohu Zhang, Yimin Chen
Simulating land-use dynamics under planning policies by integrating artificial immune systems with cellular automata. Int. J. Geogr. Inf. Sci. 24 (5) (2010)