Ya-Wen Zhou

A Random Forest-Based Framework for Evaluating Regional Urban Economic Circle Characteristics and Industrial Coupling in China

Urban economic circles in China have emerged as critical engines of regional integration and industrial transformation. However, their internal dynamics—specifically, the interplay among city hierarchy, spatial proximity, and industrial coupling—remain insufficiently quantified. This paper proposes a novel machine-lear...