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Open access

Research article

First published 2023

Landslide Modeling in a Tropical Mountain Basin Using Machine Learning Algorithms and Shapley Additive Explanations

Johnny Vega, Fabio Humberto Sepúlveda-Murillo, Melissa Parra

Air,Soil and Water Research

Open access

Research article

First published 2026

Assessing the Moderation Effects of Socioeconomic Factors in Predicting Severe Crash Outcomes Based on Road and Environment Characteristics: A Modeling Comparison

Mahsa Jafari, Bhagwant Persaud

Transportation Research Record: Journal of the Transportation Research Board

Retricted access

Research article

First published 2025-6

Prediction of delayed cerebral ischemia after cerebral aneurysm rupture using explainable machine learning approach *

Reza M Taghavi, Guangming Zhu, Max Wintermark [...]

Interventional Neuroradiology

Retricted access

Research article

First published 2025-4

The Review of Studies on Explainable Artificial Intelligence in Educational Research

Gamze Türkmen

Journal of Educational Computing Research

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

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 2025-6

Practical model for flexural capacity of corroded PC structures based on interpretable machine learning

Lizhao Dai, Ping Wu, Hui Yang [...]

Advances in Structural Engineering

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Review article

First published 2024-5

Stacking ensemble learning fused with whale optimisation algorithm based method for crown prediction of hot-rolled strip

Ling Ming Meng, Jing Guo Ding, Haozhan Du [...]

Ironmaking & Steelmaking: Processes,Products and Applications

Open access

Research article

First published 2026-3

Predicting time-to-event outcomes in critically ill patients with intracerebral hemorrhage using machine learning

Jianhua Chen, Mengjie Wang, Xiaoqin Xia [...]

Journal of International Medical Research

Retricted access

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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