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Weiran Xing
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 4
Top Topics
Deep Learning
Chaotic Dynamics
Tensor Analysis
Cellular Automata Model
Top Venues
Comput. Environ. Urban Syst.
Comput. Geosci.
ISPRS Int. J. Geo Inf.
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Publications
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Changlan Yang
,
Xuefeng Guan
,
Qingyang Xu
,
Weiran Xing
,
Xiaoyu Chen
,
Jinguo Chen
,
Peng Jia
How can SHAP (SHapley Additive exPlanations) interpretations improve deep learning based urban cellular automata model?
Comput. Environ. Urban Syst.
111 (2024)
Xuefeng Guan
,
Weiran Xing
,
Jingbo Li
,
Huayi Wu
HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation.
Comput. Environ. Urban Syst.
99 (2023)
Xuefeng Guan
,
Jingbo Li
,
Changlan Yang
,
Weiran Xing
Development Process, Quantitative Models, and Future Directions in Driving Analysis of Urban Expansion.
ISPRS Int. J. Geo Inf.
12 (4) (2023)
Weiran Xing
,
Yuehui Qian
,
Xuefeng Guan
,
Tingting Yang
,
Huayi Wu
A novel cellular automata model integrated with deep learning for dynamic spatio-temporal land use change simulation.
Comput. Geosci.
137 (2020)