Sage Journals: Discover world-class research

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Research article

First published 2015-7

A novel multi-class classification algorithm based on one-class support vector machine

Seokho Kang, Sungzoon Cho

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

A fault diagnosis method for multi-class imbalanced data based on compressed sensing and adaptive oversampling techniques

Xiaolei Wang, Yingqi Jiang, Guoqiang Ding [...]

Transactions of the Institute of Measurement and Control

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Research article

First published 2022-2

A novel feature selection technique for enhancing performance of unbalanced text classification problem

Santosh Kumar Behera, Rajashree Dash

Intelligent Decision Technologies

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Research article

First published 2022-5

A method for balancing a multi-labeled biomedical dataset

A.V. Mukhin, I.A. Kilbas, R.A. Paringer [...]

Integrated Computer-Aided Engineering

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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

Open access

Research article

First published 2012

Efficient Feature Selection and Multiclass Classification with Integrated Instance and Model Based Learning

Zhenqiu Liu, Halima Bensmail, Ming Tan

Evolutionary Bioinformatics

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Research article

First published 2021-12

The effects of globalisation techniques on feature selection for text classification

Bekir Parlak, Alper Kursat Uysal

Journal of Information Science

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Research article

First published 2017-7

A comparison of methods for three-class mammograms classification

Marina Milosevic, Zeljko Jovanovic, Dragan Jankovic

Technology and Health Care

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Research article

First published 2023-10-04

Enhancing classification performance through multi-source online transfer learning algorithm with oversampling

Yi Liao, Kuangfeng Ning

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

Open access

Research article

First published 2026

A CNN-GRU framework for stroke–heart attack prediction using IMOWPA-tuned SMOTE and LZMA compression

Uma Maheswari V, Santosh Kumar B, Rajanikanth Aluvalu [...]

DIGITAL HEALTH

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