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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
... the effects of the factors, the results of the model were further analyzed using Shapley additive explanations (SHAP). The main contributions of this study are reflected in the following areas: After a comprehensive search of Web of Science, Scopus and Elsevier ScienceDirect databases, 10 core papers...
