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Research article

First published 2025-5

Multi-axis transformer based U-Net with class balanced ensemble model for lung disease classification using X-ray images

Suresh Maruthai, Tamilvizhi Thanarajan, T Ramesh [...]

Journal of X-Ray Science and Technology

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Research article

First published 2022-5

Multi-class WHMBoost: An ensemble algorithm for multi-class imbalanced data

Jiakun Zhao, Ju Jin, Yibo Zhang [...]

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2026-1

Utilizing machine learning ensembles for effective electricity theft detection

Sheikh Muhammad Saqib, Tehseen Mazhar, Muhammad Iqbal [...]

Energy Exploration & Exploitation

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Research article

First published 2025

Ensemble learning for improved sentiment analysis in doctor–patient communication

Yufan Ge, Lingling Dai, Bingding Huang [...]

DIGITAL HEALTH

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Research article

First published 2012-9

IIvotes ensemble for imbalanced data

Jerzy Błaszczyński, Magdalena Deckert, Jerzy Stefanowski [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-11

Improved performance on melanoma skin cancer classification using deep learning based ensemble technique

Naga Swetha R, Vimal K Shrivastava, Mohammad Farukh Hashmi

Intelligent Data Analysis: An International Journal

Open access

Research article

First published 2025

Collaboration Scripts as Scaffolds: Enhancing Regulatory Processes and Socio-emotional Dynamics in Ensemble Rehearsals

Damla Tahirbegi, Hanna Järvenoja

Music & Science

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Research article

First published 2021-08

An Ensemble-Based Scalable Approach for Intrusion Detection Using Big Data Framework

Santosh Kumar Sahu, Durga Prasad Mohapatra, Jitendra Kumar Rout [...]

Big Data

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Research article

First published 2022-02-02

A novel multi-stage ensemble model for credit scoring based on synthetic sampling and feature transformation

Fang He, Wenyu Zhang, Zhijia Yan

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

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Research article

First published 2014-11

Cluster-based sampling of multiclass imbalanced data

Wanthanee Prachuabsupakij, Nuanwan Soonthornphisaj

Intelligent Data Analysis: An International Journal

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