Search results: Sage Journals

Open accessResearch articleFirst published October, 2023

Explaining a century of Swiss regional development by deep learning and SHAP values

Youxi Lai, Wenzhe Sun, Jan-Dirk Schmöcker [...]

Environment and Planning B: Urban Analytics and City Science

Restricted accessResearch articleFirst published December, 2024

Toward safer aviation: Application of GA-XGBoost-SHAP for incident cognition and model explainability

Minglan Xiong, Huawei Wang, Changchang Che [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Open accessResearch articleFirst published 2026

Listeria Genome Identification Using DNABERT Embedding With LightGBM and SHAP-Based Explainable Classification

Sajeev Ram Arumugam, Ananth J. P, Sankar Ganesh Karuppasamy [...]

Bioinformatics and Biology Insights

Restricted accessResearch articleFirst published May, 2025

Explainable paper classification system using topic modeling and SHAP

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

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published 2026

Global Gender Inequality Through Explainable AI: Machine Learning,Clustering,and SHAP Insights

Sadullah Çelik, Cemile Zehra Köroğlu

Social Science Computer Review

Open accessResearch articleFirst published February 2, 2024

Winner prediction in an ongoing one day international cricket match

Yash Agrawal, Kundan Kandhway

Journal of Sports Analytics

Restricted accessResearch articleFirst published January, 2025

Explainable AI - enhanced ensemble learning for financial fraud detection in mobile money transactions

Deepshika Vijayanand, Girijakumari Sreekantan Smrithy

Intelligent Decision Technologies

Restricted accessResearch articleFirst published 2026

DSExplainer: Enhancing Model Interpretability with Belief and Plausibility Intervals via Dempster–Shafer Theory

Jonathan Frez Zachary, Nelson Baloian, Marcelo Fuenzalida [...]

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

Restricted accessResearch articleFirst published April, 2025

The Review of Studies on Explainable Artificial Intelligence in Educational Research

Gamze Türkmen

Journal of Educational Computing Research

Restricted accessResearch articleFirst published January, 2026

A hybrid AI model integrating XGBoost,LSTM,and SHAP for predicting and interpreting childhood malnutrition trends

Xinming Zhang

Intelligent Decision Technologies

Open accessResearch articleFirst published October, 2023

Explaining a century of Swiss regional development by deep learning and SHAP values

Youxi Lai, Wenzhe Sun, Jan-Dirk Schmöcker [...]

Environment and Planning B: Urban Analytics and City Science

Restricted accessResearch articleFirst published December, 2024

Toward safer aviation: Application of GA-XGBoost-SHAP for incident cognition and model explainability

Minglan Xiong, Huawei Wang, Changchang Che [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Open accessResearch articleFirst published 2026

Listeria Genome Identification Using DNABERT Embedding With LightGBM and SHAP-Based Explainable Classification

Sajeev Ram Arumugam, Ananth J. P, Sankar Ganesh Karuppasamy [...]

Bioinformatics and Biology Insights

Restricted accessResearch articleFirst published May, 2025

Explainable paper classification system using topic modeling and SHAP

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

Intelligent Data Analysis: An International Journal

Restricted accessResearch articleFirst published 2026

Global Gender Inequality Through Explainable AI: Machine Learning,Clustering,and SHAP Insights

Sadullah Çelik, Cemile Zehra Köroğlu

Social Science Computer Review

Open accessResearch articleFirst published February 2, 2024

Winner prediction in an ongoing one day international cricket match

Yash Agrawal, Kundan Kandhway

Journal of Sports Analytics

Restricted accessResearch articleFirst published January, 2025

Explainable AI - enhanced ensemble learning for financial fraud detection in mobile money transactions

Deepshika Vijayanand, Girijakumari Sreekantan Smrithy

Intelligent Decision Technologies

Restricted accessResearch articleFirst published 2026

DSExplainer: Enhancing Model Interpretability with Belief and Plausibility Intervals via Dempster–Shafer Theory

Jonathan Frez Zachary, Nelson Baloian, Marcelo Fuenzalida [...]

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

Restricted accessResearch articleFirst published April, 2025

The Review of Studies on Explainable Artificial Intelligence in Educational Research

Gamze Türkmen

Journal of Educational Computing Research

Restricted accessResearch articleFirst published January, 2026

A hybrid AI model integrating XGBoost,LSTM,and SHAP for predicting and interpreting childhood malnutrition trends

Xinming Zhang

Intelligent Decision Technologies