From Manual to Intelligent: A Review of Input Data Preparation Methods for Geographic Modeling. - Zhiwei Hou 001; Cheng-Zhi Qin 001; A-Xing Zhu; Peng Liang 012; Yi-Jie Wang 005; Yunqiang Zhu (ISPRS Int. J. Geo Inf., 2019)

Using the most similar case method to automatically select environmental covariates for predictive mapping. - Peng Liang 012; Cheng-Zhi Qin 001; A.-Xing Zhu; Tongxin Zhu; Nai-Qing Fan; Zhiwei Hou 001 (Earth Sci. Informatics, 2020)

Digital Soil Mapping over Large Areas with Invalid Environmental Covariate Data. - Nai-Qing Fan; A-Xing Zhu; Cheng-Zhi Qin 001; Peng Liang 012 (ISPRS Int. J. Geo Inf., 2020)

Next generation of GIS: must be easy. - A-Xing Zhu; Fang-He Zhao; Peng Liang 012; Cheng-Zhi Qin 001 (Ann. GIS, 2021)

Formalizing Parameter Constraints to Support Intelligent Geoprocessing: A SHACL-Based Method. - Zhiwei Hou 001; Cheng-Zhi Qin 001; A.-Xing Zhu; Yi-Jie Wang 005; Peng Liang 012; Yu-Jing Wang; Yunqiang Zhu (ISPRS Int. J. Geo Inf., 2021)

Comparison on two case-based reasoning strategies of automatically selecting terrain covariates for digital soil mapping. - Peng Liang 012; Chengzhi Qin 001; A-Xing Zhu (Trans. GIS, 2021)

A case-based reasoning strategy of integrating case-level and covariate-level reasoning to automatically select covariates for spatial prediction. - Yi-Jie Wang 005; Cheng-Zhi Qin 001; Peng Liang 012; Liang-Jun Zhu; Zi-Yue Chen; Cheng-Long Wu; A-Xing Zhu (Ann. GIS, 2024)