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Research article

First published 2020-08-31

Decision tree classification algorithm for non-equilibrium data set based on random forests

Peng Wang, Ningchao Zhang

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

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Research article

First published 2025

FRSTU-Forest: A fixed random-state undersampling framework for reliable decision support in imbalanced classification

Ahmad Ilham, Laelatul Khikmah

Intelligent Decision Technologies

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Research article

First published 2009-5

Models for prediction of anti- HIV-1 activity of 5-Alkyl-2-alkylamino-6-(2,6-difluorophenylalkyl)-3,4-dihydropyrimidin-4(3H)-ones using random forest,decision tree and moving average analysis

Rohit Dutt, Harish Dureja, A.K. Madan

Journal of Computational Methods in Sciences and Engineering

Free access

Research article

First published 2024-9

Understanding Reliance Decisions in Automated Vehicles Using Random Forest Analysis

Xingjian Ma, Xizi Xiao, Ranjana Mehta [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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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 2023-05-04

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 2021-08-11

Hazard identification and early warning system based on stochastic forest algorithm in underground coal mine

Yifan Zhao, Shuicheng Tian

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

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Research article

First published 2025-9

Development of a Pancreatic Fistula Prediction Model After Pancreaticoduodenectomy Based on a Decision Tree and Random Forest Algorithm

Jisheng Zheng, Xiaoqin Lv, Lihui Jiang [...]

The American Surgeon™

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Research article

First published 2013-5

Computation of models for prediction of blood brain barrier permeability using molecular descriptors

Vikas Sharma, Harish Dureja, Vipin Kumar

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2025-1

Comparative analysis of life expectancy prediction using regression algorithms

Nilesh Bhaskarrao Bahadure, Ramdas Khomane, Deep Raut [...]

Intelligent Decision Technologies

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