Sage Journals: Discover world-class research

Open access

Research article

First published 2025-8

Explained Variance in Two-Level Models: A New Approach

Anders Holm, Ben Jann, Kristian Bernt Karlson

Sociological Methodology

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 2025-5

Explainable paper classification system using topic modeling and SHAP

Nakyung Shin, Yulhee Lee, Heesung Moon [...]

Intelligent Data Analysis: An International Journal

Free access

Research article

First published 2006-2

Explained Variation for Survival Models

Patrick Royston

The Stata Journal: Promoting communications on statistics and Stata

Open access

Research article

First published 2021-11

Counterfactual Explanation of Machine Learning Survival Models

Maxim Kovalev, Lev Utkin, Frank Coolen [...]

Informatica: An International Journal of Computing and Informatics

Free access

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 2023

HI-MViT: A lightweight model for explainable skin disease classification based on modified MobileViT

Yuhan Ding, Zhenglin Yi, Mengjuan Li [...]

DIGITAL HEALTH

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

Retricted access

Research article

First published 2014-10

Explained Variance Measures for Multilevel Models

David M. LaHuis, Michael J. Hartman, Shotaro Hakoyama [...]

Organizational Research Methods

Open access

Research article

First published 2025-9

Explainable ResNet–long short-term memory model for the classification of bowel sounds frequency based on multifeature fusion

Wenchao Zhang, Yu Wang, Jinzhou Zhu [...]

Journal of International Medical Research

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