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Articles (327)

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1-10 of 327 results for Shapley Additive Explanations

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Select article: Random forest and Shapley additive explanation for compressive strength prediction of NaOH-pretreated crumb rubber concrete

Retricted access

Research article

First published 2024-5

Random forest and Shapley additive explanation for compressive strength prediction of NaOH-pretreated crumb rubber concrete

Yang Sun

Progress in Rubber,Plastics and Recycling Technology

Select article: Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

Open access

Research article

First published 2026-1

Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

Adib Md. Ridwan, Khandaker Mohammad Mohi Uddin

Journal of International Medical Research

Select article: Interpretable machine learning model for predicting myocardial injury in intensive care unit patients using SHapley Additive exPlanations analysis

Open access

Research article

First published 2025-7

Interpretable machine learning model for predicting myocardial injury in intensive care unit patients using SHapley Additive exPlanations analysis

Xiaojiang Liu, Guanyang Chen, Chenxiao Hao [...]

Science Progress

Select article: Guiding computationally intensive theory development with explainable artificial intelligence: The case of shapley additive explanations

Open access

Research article

First published 2025-6

Guiding computationally intensive theory development with explainable artificial intelligence: The case of shapley additive explanations

Dominik Stoffels, Stefan Faltermaier, Kim Simon Strunk [...]

Journal of Information Technology

Select article: Interpretable Machine Learning Model to Predict Bone Cement Leakage in Percutaneous Vertebral Augmentation for Osteoporotic Vertebral Compression Fracture Based on SHapley Additive exPlanations

Open access

Research article

First published 2025-3

Interpretable Machine Learning Model to Predict Bone Cement Leakage in Percutaneous Vertebral Augmentation for Osteoporotic Vertebral Compression Fracture Based on SHapley Additive exPlanations

Yi-Li Hu, Pei-Yang Wang, Zhi-Yang Xie [...]

Global Spine Journal

Select article: Deep Learning Model for Crash Injury Severity Analysis Using Shapley Additive Explanation Values

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Research article

First published 2022-12

Deep Learning Model for Crash Injury Severity Analysis Using Shapley Additive Explanation Values

Yashu Kang, Aemal J. Khattak

Transportation Research Record: Journal of the Transportation Research Board

Select article: Generative Contextual Insights for Social Media Mental Health Detection With Shapley Additive Explanations (SHAP)-Based Interpretation

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Research article

First published 2025-11

Generative Contextual Insights for Social Media Mental Health Detection With Shapley Additive Explanations (SHAP)-Based Interpretation

Rika Tanaka, Megumi Kodaka, Yusuke Fukazawa

Web Intelligence

Select article: Development of an explainable machine learning model for predicting poststroke anxiety: A multicenter study using Shapley Additive Explanations and nomogram visualization

Open access

Research article

First published 2026

Development of an explainable machine learning model for predicting poststroke anxiety: A multicenter study using Shapley Additive Explanations and nomogram visualization

Mengke Lyu, Yanming Xie, Min Li [...]

DIGITAL HEALTH

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

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

Select article: Quantifying Cell-Type-Specific Differences of Single-Cell Datasets Using Uniform Manifold Approximation and Projection for Dimension Reduction and Shapley Additive exPlanations

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Research article

First published 2023-07

Quantifying Cell-Type-Specific Differences of Single-Cell Datasets Using Uniform Manifold Approximation and Projection for Dimension Reduction and Shapley Additive exPlanations

Hong Seo Lim, Peng Qiu

Journal of Computational Biology

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