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Updated: Jan 13, 2026

Evaluating the Effect of Roadside Parking on a Dual-Direction Urban Street
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Evaluating the Effect of Roadside Parking on a Dual-Direction Urban Street

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建筑环境对济南城市活力的非线性影响基于多源数据和可解释的AI

Mingyang Yu1, Qingrui Ji2, Xiangyu Zheng2

  • 1School of Surveying and Geo-Informatics, Shandong Jianzhu University, Jinan, 250101, China. ymy@sdjzu.edu.cn.

Scientific reports
|January 9, 2026
PubMed
概括

这项研究揭示了建筑环境如何使用人工智能影响城市活力. 像POI密度这样的客观因素是关键,为最佳城市规划确定了特定的门.

关键词:
建筑环境 建筑环境在CRITIC中加重权重.可解释的人工智能济南 济南 是一个非线性效应是一种非线性效应.这就是 SHAP SHAP 的意思.城市活力 城市活力在XGBoost中使用.

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