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Research article

First published 2016-7

Calibrating aquatic microfossil proxies with regression-tree ensembles: Cross-validation with modern chironomid and diatom data

J Sakari Salonen, Adrian J Verster, Stefan Engels [...]

The Holocene

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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 2025-7

Evaluating the sample size requirements of tree-based ensemble machine learning techniques for clinical risk prediction

Oya Kalaycıoğlu, Menelaos Pavlou, Serhat E Akhanlı [...]

Statistical Methods in Medical Research

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Research article

First published 2017-12

Fractal Investigation and Maximal Overlap Discrete Wavelet Transformation (MODWT)-based Machine Learning Framework for Forecasting Exchange Rates

Indranil Ghosh, Tamal Datta Chaudhuri

Studies in Microeconomics

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Research article

First published 2022-08-10

Developing an Integrated Model for Heart Disease Diagnosis (IM-HDD) using ensemble classification methods

Parves Mohammed, S. Jabeen Begum

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

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Research article

First published 2025-12

Using machine learning to determine the positions of professional soccer players in terms of biomechanical variables

Fatma Hilal Yagin, Uday CH Hasan, Filipe Manuel Clemente [...]

Proceedings of the Institution of Mechanical Engineers,Part P: Journal of Sports Engineering and Technology

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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

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Research article

First published 2025

Research on business English negotiation strategy optimization based on random forest big data analysis algorithm

Yun Long

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2019-03-26

A novel Bagged Naïve Bayes-Decision Tree approach for multi-class classification problems

Namrata Singh, Pradeep Singh

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

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Research article

First published 2006-02

An Introduction to Ensemble Methods for Data Analysis

Richard A. Berk

Sociological Methods & Research

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