Sage Journals: Discover world-class research

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Research article

First published 2025-5

Explainable paper classification system using topic modeling and SHAP

Nakyung Shin, Yulhee Lee, Heesung Moon [...]

Intelligent Data Analysis: An International Journal

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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

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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

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Research article

First published 2025-8

SHAP-Assisted Machine Learning Model to Predict Stroke Location in Atrial Fibrillation-Related Ischemia

Jingyuan Lin

Model Assisted Statistics and Applications

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

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Research article

First published 2024-7

Analyzing Freeway Safety Influencing Factors Using the CatBoost Model and Interpretable Machine-Learning Framework,SHAP

Jiaqi Li, Xuesong Wang, Xiaohan Yang [...]

Transportation Research Record: Journal of the Transportation Research Board

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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

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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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Research article

First published 2025

A hybrid AI model integrating XGBoost,LSTM,and SHAP for predicting and interpreting childhood malnutrition trends

Xinming Zhang

Intelligent Decision Technologies

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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

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