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Research article

First published 2025-12

An Exploration of Deploying Predictive Analytics for Loan Default Using Ensemble Learning Techniques

Bhanu Prakash, Ejaz Ahmed, Rima Dutta

Journal of Operations and Strategic Planning

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Research article

First published 2026

Rapid seismic performance assessment of existing building structures via field-measured features and ensemble machine learning

Jiazeng Shan, Chenyu Huang, Cheng Ning Loong

Advances in Structural Engineering

Open access

Abstract

First published 2024-11

Preoperative knee hyperextension is the most relevant predictor for ACL reconstruction objective failure: a machine learning analysis of 680 patients

CP Helito, AGM Silva, JR Pecora [...]

Orthopaedic Journal of Sports Medicine

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Research article

First published 2023-01-30

Multi-Layer ResNet-DenseNet architecture in consort with the XgBoost classifier for intracranial hemorrhage (ICH) subtype detection and classification

Shanu Nizarudeen, Ganesh R. Shunmugavel

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

Open access

Research article

First published 2022

Breast Cancer Classification on Multiparametric MRI – Increased Performance of Boosting Ensemble Methods

Alexandros Vamvakas, Dimitra Tsivaka, Andreas Logothetis [...]

Technology in Cancer Research & Treatment

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Research article

First published 2021-11-17

Intelligent-based decision support system for diagnosing glaucoma in primary eyecare centers using eye tracker

Sajitha Krishnan, J. Amudha, Sushma Tejwani

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

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Research article

First published 2025

Improving Credit Scoring with Feature Selection and Predictive Modeling

Mahmoud Abdelsalam, Samir Abdelrazek, Islam R Abdelmaksoud

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

Open access

Research article

First published 2024

Interpretable prediction of acute respiratory infection disease among under-five children in Ethiopia using ensemble machine learning and Shapley additive explanations (SHAP)

Zinabu Bekele Tadese, Debela Tsegaye Hailu, Aschale Wubete Abebe [...]

DIGITAL HEALTH

Open access

Research article

First published 2021

Development of a Machine Learning Algorithm for Prediction of Complications and Unplanned Readmission Following Reverse Total Shoulder Arthroplasty

Sai K. Devana, Akash A. Shah, Changhee Lee [...]

Journal of Shoulder and Elbow Arthroplasty

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Research article

First published 2019-10

Detecting Examinees With Item Preknowledge in Large-Scale Testing Using Extreme Gradient Boosting (XGBoost)

Cengiz Zopluoglu

Educational and Psychological Measurement

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