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Open access

Research article

First published 2022-7

Toward a sociology of machine learning explainability: Human–machine interaction in deep neural network-based automated trading

Christian Borch, Bo Hee Min

Big Data & Society

Retricted access

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

Retricted access

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

Retricted access

Research article

First published 2025-7

Risk Prediction of Diabetic Foot Amputation Using Machine Learning and Explainable Artificial Intelligence

Chien Wei Oei, Yam Meng Chan, Xiaojin Zhang [...]

Journal of Diabetes Science and Technology

Retricted access

Research article

First published 2025-3

Investigating the Users’ Perception of Metro Rail Service Quality with Machine Learning Approach and Explainable Artificial Intelligence—Case Study: Dhaka,Bangladesh

Ashraf Uddin Fahim, Masaaki Minami

Environment and Urbanization ASIA

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

Free access

Research article

First published 2024-9

Toward User-centered Explainable Displays for Complex Machine Learning Models in Healthcare: A Case Study of Heart Disease Prediction

Joseph K. Nuamah

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Open access

Research article

First published 2024

Comparison and use of explainable machine learning-based survival models for heart failure patients

Tao Shi, Jianping Yang, Ningli Zhang [...]

DIGITAL HEALTH

Open access

Research article

First published 2025

How digital therapeutic alliances influence the perceived helpfulness of online mental health Q&A: An explainable machine learning approach

Yinghui Huang, Hui Liu, Maomao Chi [...]

DIGITAL HEALTH

Open access

Research article

First published 2024

Predicting Bone Marrow Metastasis in Neuroblastoma: An Explainable Machine Learning Approach Using Contrast-Enhanced Computed Tomography Radiomics Features

Haoru Wang, Ling He, Xin Chen [...]

Technology in Cancer Research & Treatment

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