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1-3 of 3
Keywords: SHAP
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Journal Articles
Engineering, Construction and Architectural Management 1–19.
Published: 10 June 2026
...Jieh-Haur Chen; Lian Shen; Tzuyang Yu Purpose This study focuses on predicting manpower allocation for landscape construction projects using the eXtreme Gradient Boosting (XGBoost) algorithm combined with SHapley Additive Explanations (SHAP) to enhance workforce planning in response to growing...
Journal Articles
Engineering, Construction and Architectural Management 1–35.
Published: 05 December 2025
... overrun layer and integrate XAI through posterior-aware SHAP (global and local importances with 95% credible bands), interaction effects, and counterfactual recourse. Decision-curve analysis quantifies net benefit across operational trigger thresholds. Findings Relative to non-XAI baselines...
Journal Articles
Engineering, Construction and Architectural Management (2025) 32 (12): 8621–8641.
Published: 25 October 2024
... can be contacted at: whhou@cqu.edu.cn 16 04 2024 25 06 2024 10 07 2024 02 10 2024 © Emerald Publishing Limited 2024 Emerald Publishing Limited Licensed re-use rights only PPP Capital structure Influencing factor Machine learning SHAP PPP is a typical...
