Sage Journals: Discover world-class research

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Research article

First published 2009-10

Boosting Classifiers Built from Different Subsets of Features

ean-Christophe Janodet, Marc Sebban, Henri-Maxime Suchier

Fundamenta Informaticae

Open access

Research article

First published 2019-5

Boosting sparsity-induced autoencoder: A novel sparse feature ensemble learning for image classification

Rui Shi, Jian Ji, Chunhui Zhang [...]

International Journal of Advanced Robotic Systems

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Review article

First published 2021-3

Combination of damage feature decisions with adaptive boosting for improving the detection performance of a structural health monitoring framework: Validation on an operating wind turbine

Stavroula Tsiapoki, Omid Bahrami, Moritz W Häckell [...]

Structural Health Monitoring

Free access

Research article

First published 2024-1

Modeling Pedestrian Injury Severity: A Case Study of Using Extreme Gradient Boosting Vs Random Forest in Feature Selection

Zhenxi Wu, Aditi Misra, Shan Bao

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-1

Tree based Ensemble for Enhanced Prediction (TEEP) of epileptic seizures

A. Anandaraj, P.J.A. Alphonse

Intelligent Data Analysis: An International Journal

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Research article

First published 2026

Boosting nonlinear ultrasonic detection performance: a framework combining coded excitation and sequence filtering for weak nonlinear feature enhancement

Haiming Xu, Lishuai Liu, Hetang Wang [...]

Structural Health Monitoring

Open access

Research article

First published 2020-1

A novel feature selection method to boost variable predictive model–based class discrimination performance and its application to intelligent multi-fault diagnosis

Songrong Luo, Wenxian Yang, Hongbin Tang

Measurement and Control

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Research article

First published 2026

Decoding Market Prices of Sustainable Cryptocurrencies: Fresh Insights from Ensemble Machine Learning and Explainable AI

Indranil Ghosh, Rabin K. Jana, Mohammad Zoynul Abedin [...]

Global Business Review

Open access

Research article

First published 2026-1

Explainable machine learning for early diagnosis of esophageal cancer: A feature-enriched Light Gradient Boosting Machine framework with Shapley Additive Explanations and Local Interpretable Model-Agnostic Explanations interpretations

Adib Md. Ridwan, Khandaker Mohammad Mohi Uddin

Journal of International Medical Research

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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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