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Open access

Research article

First published 2023-10

Explaining a century of Swiss regional development by deep learning and SHAP values

Youxi Lai, Wenzhe Sun, Jan-Dirk Schmöcker [...]

Environment and Planning B: Urban Analytics and City Science

Open access

Research article

First published 2024

Predicting dementia in Parkinson's disease on a small tabular dataset using hybrid LightGBM–TabPFN and SHAP

Vinh Quang Tran, Haewon Byeon

DIGITAL HEALTH

Retricted access

Research article

First published 2025

Interpretable tree-based machine learning models with SHAP-GAM analysis for predicting blasting vibration

Xianyang Qiu, Weizhong Chen, Wenbo Shen [...]

Journal of Vibration and Control

Open access

Research article

First published 2026

An ultrasound-based machine learning model for predicting pelvic adhesions: A SHAP-enhanced XGBoost approach

Yanyan Huang, Shanshan Su, Jiemin Chen [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2026

Optimization of the UEFA Champions League qualification prediction model: Utilizing machine learning and SHAP method

Jisuk Chang, Minsoo Jeon

Proceedings of the Institution of Mechanical Engineers,Part P: Journal of Sports Engineering and Technology

Retricted access

Research article

First published 2025

An interpretability framework for multimodal English learning behaviors using temporal graph networks and adaptive SHAP

Qian Xu, Yuxin Gan

Journal of Computational Methods in Sciences and Engineering

Retricted access

Research article

First published 1995-3

Role of Granulocyte Colony-Stimulating Factor in Relapsed/Resistant Intermediate and High-Grade Non-Hodgkin's Lymphoma Patients Treated with the E-Shap Regimen

Monica Mangiagalli, Isabella Miccolis, Pierfranco Maffé [...]

Tumori Journal

Retricted access

Research article

First published 2026-2

Optimizing machine learning-based multimodal radiomics for predicting IDH status in gliomas: A SHAP-based multicenter study

Han-Wen Zhang, Jia-Hua Cai, Chun Luo [...]

Scottish Medical Journal

Retricted access

Research article

First published 2024-12

Toward safer aviation: Application of GA-XGBoost-SHAP for incident cognition and model explainability

Minglan Xiong, Huawei Wang, Changchang Che [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Retricted access

Research article

First published 2026

Machine learning models and SHAP-based interpretability for predicting the strength of cemented rock fill in an underground mine in Peru

Javier Quispe-Pari, Jairo J. Marquina-Araujo, Marco A. Cotrina-Teatino

Mining Technology: Transactions of the Institutions of Mining and Metallurgy

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