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Research article

First published 2025

ELIME: Exact Local Interpretable Model-Agnostic Explanation

Junyan Qian, Xiaofu Du, Ruishi Pan [...]

The European Journal on Artificial Intelligence

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

Retricted access

Research article

First published 2023-11

A novel dataset and local interpretable model-agnostic explanations (LIME) for monkeypox prediction

Nonita Sharma, Sachi Nandan Mohanty, Shalini Mahato [...]

Intelligent Decision Technologies

Retricted access

Research article

First published 2022-07-08

Exploiting auto-encoders for explaining black-box classifiers

Riccardo Guidotti

Intelligenza Artificiale

Open access

Research article

First published 2026

Explainable bidirectional encoder representations from image transformers for Alzheimer's disease prediction

Sheikh Muhammad Saqib, Mona A. Alkhattabi, Muhammad Amir Khan [...]

DIGITAL HEALTH

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

XAI-Eval: A framework for comparative evaluation of explanation methods in healthcare

Krish Agrawal, Radwa El Shawi, Nada Ahmed

DIGITAL HEALTH

Open access

Research article

First published 2026

Leveraging Explainable AI to Identify Determinants of Lifetime HIV Testing Among Adults in Tennessee,United States: Evidence for Targeted Public Health Strategies From BRFSS 2023

Mustapha Aliyu Muhammad, Bless-me Ajani, Jamilu Sani [...]

Journal of Primary Care & Community Health

Retricted access

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

Open access

Research article

First published 2026

Toward a Neurosymbolic Understanding of Hidden Neuron Activations

Abhilekha Dalal, Rushrukh Rayan, Adrita Barua [...]

Neurosymbolic Artificial Intelligence

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