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Research article

First published 2018-8

Application of gradient boosted trees to gender prediction based on motivations of masters athletes

Joe Walsh, Ian Heazlewood, Mike Climstein

Model Assisted Statistics and Applications

Open access

Research article

First published 2022-2

Detecting Careless Responding in Survey Data Using Stochastic Gradient Boosting

Ulrich Schroeders, Christoph Schmidt, Timo Gnambs

Educational and Psychological Measurement

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Research article

First published 2020

Sector categorization using gradient boosted trees trained on fundamental firm data

Ming Fang, Lilian Kuo, Frank Shih [...]

Algorithmic Finance

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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 2020-2

A Markov-modulated tree-based gradient boosting model for auto-insurance risk premium pricing

Dennis Arku, Kwabena Doku-Amponsah, Nathaniel K. Howard

Risk and Decision Analysis

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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 2020-12

Using gradient boosting with stability selection on health insurance claims data to identify disease trajectories in chronic obstructive pulmonary disease

Tina Ploner, Steffen Heß, Marcus Grum [...]

Statistical Methods in Medical Research

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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 2022-5

Texture classification with modified rotation invariant local binary pattern and gradient boosting

Devi S. Sathiya

International Journal of Knowledge-Based and Intelligent Engineering Systems

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