Ziqi Li

1. Extracting spatial effects from machine learning model using local interpretation method: An example of SHAP and XGBoost
   2022/06/17 by Ziqi Li · 10 citations
   Decision Sciences · Economics, Econometrics and Finance · #Economic and Environmental Valuation #Spatial and Panel Data Analysis #demographic modeling and climate adaptation
2. ThePySALEcosystem: Philosophy and Implementation
   2021/06/01 by Sergio J. Rey, Luc Anselin, Pedro Amaral +12 · 6 citations
   Social Sciences · Environmental Science · Computer Science · #Geographic Information Systems Studies #Soil Geostatistics and Mapping #Geochemistry and Geologic Mapping
3. GeoExplainer: A Visual Analytics Framework for Spatial Modeling Contextualization and Report Generation
   2023/08/25 by Lei Fan, Lei, Fan, Yuxin Ma +13 · 2 citations
   Computer Science · Social Sciences · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Geographic Information Systems Studies #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
4. Are We Modelling Spatially Varying Processes or Non‐linear Relationships?
   2021/06/15 by Mehak Sachdeva, A. Stewart Fotheringham, Ziqi Li +1 · 2 citations
   Economics, Econometrics and Finance · Environmental Science · #Spatial and Panel Data Analysis #Economic and Environmental Valuation #Soil Geostatistics and Mapping
5. Anisotropic response in corrosion behavior of laser powder bed fusion Al-Mn-Mg-Sc-Zr alloy
   2022/09/09 by Zequn Zhang, Jin’e Sun, Jiuyang Xia +6 · 2 citations
   Engineering · #Additive Manufacturing Materials and Processes #Welding Techniques and Residual Stresses #Additive Manufacturing and 3D Printing Technologies
6. Joint Channel Estimation and Dynamics-Aware Grouping for Time-Varying RIS-Assisted OTA Federated Learning
   2026/07/19 by Ziqi Li, Shuangzhi Li, Uchechukwu Awada +1
   #cs.IT #math.IT
7. Loop Algebra Splitting and Darboux Transformations for Nonlocal Derivative Nonlinear Schrödinger Hierarchies
   2026/07/26 by Ziqi Li, Zhiwei Wu
   #nlin.SI
8. Measuring nonlinear relationships and spatial heterogeneity of influencing factors on traffic crash density using GeoXAI
   2026/07/25 by Jiaqing Lu, Ziqi Li, Lei Han +1
   Engineering · Social Sciences · #Traffic and Road Safety #Traffic Prediction and Management Techniques #Urban Transport and Accessibility