Xuesong Guan

Explainable Machine Learning and Generative AI for SHAP-Guided Modification of Residential Interior Images: Predictive Associations and Algorithm-Derived Spatial-Quality Scores

With the increasing adoption of data-driven methods in architecture and design, the quantitative assessment of residential interior spatial quality and model-informed modification of residential interior images have become increasingly important. This study develops an explainabl...