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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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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

Efficient and responsible fault detection in AUVs: SHAP-Interpretable cubic SVM on time-series data

Mahdi Al Quran, Mustafa Rawashdeh, Yahia Alsmadi [...]

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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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 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 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

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 2026

ATM-AM: An Interpretable Attention SHAP Aligned Framework for Text Classification across IMDb,Amazon,and SST-2

Ramesh Babu Pittala, Medikonda Asha Kiran, Niteesha Sharma [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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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 2025-1

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

Deepshika Vijayanand, Girijakumari Sreekantan Smrithy

Intelligent Decision Technologies

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