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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

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Research article

First published 2025

Interpretable machine learning with SHAP for esports performance analysis of professional counter-strike players from 2012 to 2025

Shuoyu Jing, Mohd Mahzan Awang, Wan Ahmad Munsif Wan Pa [...]

International Journal of Sports Science & Coaching

Open access

Research article

First published 2026

A Machine Learning Approach to Predicting Household Smoke Exposure Risk in Somalia: An Analysis With SHAP Explanations

Mohamed Abdirahim Omar, Yahye Sheikh Abdulle Hassan, Abdirasak Sharif Ali [...]

Environmental Health Insights

Open access

Research article

First published 2025

Predicting rTMS treatment response in schizophrenia using interpretable machine learning: a SHAP-based analysis

Jingyuan Lin

Therapeutic Advances in Psychopharmacology

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Research article

First published 2026

Combining experiments and explainable AI to identify key parameters influencing brake lining tribological performance

Nejah Jemal, Amira Sellami, Zied Hajej [...]

Proceedings of the Institution of Mechanical Engineers,Part J: Journal of Engineering Tribology

Open access

Research article

First published 2025-3

Caffeine and Beetroot Juice Optimize 1,000-m Performance: Shapley Additive Explanations Analysis

Xiao Liu, Lei Huo, Feng Wang [...]

American Journal of Men's Health

Retricted access

Research article

First published 2025-1

Explainable AI - enhanced ensemble learning for financial fraud detection in mobile money transactions

Deepshika Vijayanand, Girijakumari Sreekantan Smrithy

Intelligent Decision Technologies

Open access

Research article

First published 2026

Predicting cardiovascular risk across cardiovascular–kidney–metabolic syndrome stages in middle-aged and older Chinese adults: An interpretable machine learning analysis

Zhan Chen, Ruimin Lin, Yue Zhang

DIGITAL HEALTH

Retricted access

Research article

First published 2025

Enhancing co-pyrolysis process of biomass and coal using machine learning insights and Shapley additive explanations based on cooperative game theory

Quang Dung Le, Prabhu Paramasivam, Jasgurpreet Singh Chohan [...]

Energy & Environment

Open access

Research article

First published 2025

Hybrid preprocessing and ensemble classification for enhanced detection of Parkinson's disease using multiple speech signal databases

Ling-Chun Sun, Chun-Wei Tseng, Ke-Feng Lin [...]

DIGITAL HEALTH

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