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Research article

First published 2015-11

Improving Random Forest and Rotation Forest for highly imbalanced datasets

Chong Su, Shenggen Ju, Yiguang Liu [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2016-5

Monocular Road Detection Using Structured Random Forest

Liang Xiao, Bin Dai, Daxue Liu [...]

International Journal of Advanced Robotic Systems

Retricted access

Research article

First published 2020-3

The random forest algorithm for statistical learning

Matthias Schonlau, Rosie Yuyan Zou

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2014-8

Steering in a Random Forest

Anthony D. McDonald, John D. Lee, Chris Schwarz [...]

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

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Research article

First published 2020-1

Prediction intervals with random forests

Marie-Hélène Roy, Denis Larocque

Statistical Methods in Medical Research

Open access

Research article

First published 2023

BGRF: A broad granular random forest algorithm

Xingyu Fu, Yingyue Chen, Jingru Yan [...]

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

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Research article

First published 2013-11

An entropy-based approach to enhancing Random Forests

Mohamed Medhat Gaber, Harinder Singh Atwal

Intelligent Decision Technologies

Open access

Research article

First published 2024-8

Identifying Informative Predictor Variables With Random Forests

Yannick Rothacher, Carolin Strobl

Journal of Educational and Behavioral Statistics

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Other

First published 2010-3

Random Forests Classification Analysis for the Assessment of Diagnostic Skill

James D. Katz, Gulnara Mamyrova, Olena Guzhva [...]

American Journal of Medical Quality

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Research article

First published 2020

Optimization of parallel random forest algorithm based on distance weight

Qinge Wang, Huihua Chen

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

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