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First published 2024-3

Prediction and explainability in AI: Striking a new balance?

Aviad Raz, Bert Heinrichs, Netta Avnoon [...]

Big Data & Society

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Research article

First published 2022-02-02

Explainable health prediction from facial features with transfer learning

Tee Connie, Yee Fan Tan, Michael Kah Ong Goh [...]

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

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Research article

First published 2026-4

Shedding Light on the Black Box: Integrating Prediction Models and Explainability Using Explainable Machine Learning

Yucheng Zhang, Yuyan Zheng, Dan Wang [...]

Organizational Research Methods

Open access

Research article

First published 2023

Explainable hierarchical clustering for patient subtyping and risk prediction

Enrico Werner, Jeffrey N Clark, Alexander Hepburn [...]

Experimental Biology and Medicine

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Research article

First published 2025

Explainable machine learning with SMOTE for predictive maintenance of ship engines

Fouzi Harrou, Abdelhakim Dorbane, Ying Sun

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

Open access

Research article

First published 2024-1

Explainable Machine Learning for Real-Time Hypoglycemia and Hyperglycemia Prediction and Personalized Control Recommendations

Christopher Duckworth, Matthew J. Guy, Anitha Kumaran [...]

Journal of Diabetes Science and Technology

Open access

Research article

First published 2024-10

Benchmarking the most popular XAI used for explaining clinical predictive models: Untrustworthy but could be useful

Aida Brankovic, David Cook, Jessica Rahman [...]

Health Informatics Journal

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Research article

First published 2025-3

Loose bolt localization and torque prediction in a bolted joint using lamb waves and explainable artificial intelligence

Muping Hu, Nan Yue, Roger M. Groves

Structural Health Monitoring

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

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Research article

First published 1998-11

Explaining the Past and Predicting the Future

PETER T. MANICAS

American Behavioral Scientist

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