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Research article

First published 2021-3

Class imbalance in gradient boosting classification algorithms: Application to experimental stroke data

Olga Lyashevska, Fiona Malone, Eugene MacCarthy [...]

Statistical Methods in Medical Research

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Research article

First published 2020-11

An overview of cardiovascular disease infection: A comparative analysis of boosting algorithms and some single based classifiers

Nureni Olawale Adeboye, Olawale Victor Abimbola

Statistical Journal of the IAOS

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Research article

First published 2021-12

A proposed algorithm based on long short-term memory network and gradient boosting for aeroengine thrust estimation on transition state

Yong-Ping Zhao, Yao-Bin Chen, Zhi-Qiang Li

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2022-02-02

Forecasting public bicycle rental demand using an optimized eXtreme Gradient Boosting model

Yuanjiao Hu, Zhaoyun Sun, Wei Li [...]

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

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Research article

First published 2025

Void damage detection of rubber bearings in bridge structures under laboratory conditions using the active sensing method and BO-XGBoost algorithm

Chubing Deng, Yunfei Li, Feng Xiong [...]

Structural Health Monitoring

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Research article

First published 2025-11

Enhanced Credit Card Approval Prediction With XGboost and Metaheuristic Optimization for Reduced Risk

Qian Deng, Wencheng Wang, Mengqi Gu

Web Intelligence

Open access

Research article

First published 2020-10

Using XGBoost and Skip-Gram Model to Predict Online Review Popularity

Lien Thi Kim Nguyen, Hao-Hsuan Chung, Kristine Velasquez Tuliao [...]

Sage Open

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Research article

First published 2023-05-04

An ensemble fraud detection approach for online loans based on application usage patterns

Meiling Xu, Yongqiang Fu, Boping Tian

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

Open access

Research article

First published 2026-1

Development and validation of an online machine-learning tool for predicting delirium risk in older adults with type 2 diabetes: A retrospective cohort study based on the MIMIC-IV database

Lang Gao, Guangdong Wang, Xingyi Yang [...]

Science Progress

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Research article

First published 2025-3

Enhancing security protocols for smart homes: intrusion risks control Measures

Fang Liu, Liangkai Zhao

Intelligent Decision Technologies

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