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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 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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Research article

First published 2023-1

Prediction of cement specific surface area in the cement mill grinding process: A method combining dual-frequency principal component analysis and extreme gradient boosting

Xin Shi, Qingquan Xu, Lizhao Zheng [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

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Research article

First published 2025-6

Transportation Risk Assessment for Hazardous Chemical Road Transport Companies Using an Extreme Gradient Boosting Model

Fei Ma, Ruihan Wu, Bingbing Xue [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-10

eXtreme Gradient Boosting-based method to classify patients with COVID-19

Antonio Ramón, Ana Maria Torres, Javier Milara [...]

Journal of Investigative Medicine

Open access

Research article

First published 2025-2

Predicting the Future Signalization of Traffic-Actuated Signals Using Extreme Gradient Boosting

Kevin Heckmann, Jannik Budde, Lena Elisa Schneegans [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2018-12

Machine Learning Travel Mode Choices: Comparing the Performance of an Extreme Gradient Boosting Model with a Multinomial Logit Model

Fangru Wang, Catherine L. Ross

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-5

An Integrated Electroencephalography and Eye-Tracking Analysis Using eXtreme Gradient Boosting for Mental Workload Evaluation in Surgery

Somayeh B. Shafiei, Saeed Shadpour, James L. Mohler

Human Factors: The Journal of the Human Factors and Ergonomics Society

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Research article

First published 2021-11

Estimating Express Train Preference of Urban Railway Passengers Based on Extreme Gradient Boosting (XGBoost) using Smart Card Data

Eun Hak Lee, Kyoungtae Kim, Seung-Young Kho [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2020-11-19

Reinforced XGBoost machine learning model for sustainable intelligent agrarian applications

Dhivya Elavarasan, Durai Raj Vincent

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

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