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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 2025

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

Xinming Zhang

Intelligent Decision Technologies

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

Open access

Research article

First published 2025-8

Friction torque prediction of tapered roller bearings under different assembly conditions based on XGBoost and SHAP

Guangjun Feng, Yunqing Zhang, Jinbao Zhang

Advances in Mechanical Engineering

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Research article

First published 2022-2

Application of Machine Learning Techniques to Predict the Occurrence of Distraction-affected Crashes with Phone-Use Data

Chaolun Ma, Yongxin Peng, Lingtao Wu [...]

Transportation Research Record: Journal of the Transportation Research Board

Open access

Research article

First published 2025-10

Does the History of Investment Matter for an IPO? A Machine Learning Approach

Weige Huang, Zishan Chen, Hua Wang

Sage Open

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Research article

First published 2025-11

Research and application of transformer fault diagnosis method based on SHAP-IHHO-Xgboost model

Cheng Liu

Journal of Computational Methods in Sciences and Engineering

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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 2025-7

Clinical decision system for chronic kidney disease staging using machine learning

E. Chandralekha, T. R. Saravanan, N. Vijayaraj

Technology and Health Care

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Research article

First published 2025-11

Research on the identification of key factors and influence mechanism of digital transformation of manufacturing enterprises based on machine learning

Lei Wang, Zixin Peng, Jiayi Ren [...]

Human Systems Management

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