3 papers
cs.AI2026
From Questions to Queries: An AI-powered Multi-Agent Framework for Spatial Text-to-SQL
Ali Khosravi Kazazi, Zhenlong Li, M. Naser Lessani +1
The complexity of SQL and the spatial semantics of PostGIS create barriers for non-experts working with spatial data. Although large language models can translate natural language…
stat.ME2026
M-SGWR: Multiscale Similarity and Geographically Weighted Regression
M. Naser Lessani, Zhenlong Li, Manzhu Yu +2
The first law of geography is a cornerstone of spatial analysis, emphasizing that nearby and related locations tend to be more similar, however, defining what constitutes "near" an…
cs.AI2024
GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis
Temitope Akinboyewa, Zhenlong Li, Huan Ning +1
Recent advancements in Generative AI offer promising capabilities for spatial analysis. Despite their potential, the integration of generative AI with established GIS platforms rem…