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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 2014-12

Generating fuzzy rule base classifier for highly imbalanced datasets using a hybrid of evolutionary algorithms and subtractive clustering

M. Mahdizadeh, M. Eftekhari

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

Open access

Research article

First published 2021-8

Study of Multi-Class Classification Algorithms’ Performance on Highly Imbalanced Network Intrusion Datasets

Viktoras Bulavas, Virginijus Marcinkevičius, Jacek Rumiński

Informatica: An International Journal of Computing and Informatics

Free access

Research article

First published 2024-02-02

Reduction of overfitting on the highly imbalanced ISIC-2019 skin dataset using deep learning frameworks

Erapaneni Gayatri, S.L. Aarthy

Journal of X-Ray Science and Technology

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Research article

First published 2016-5

Sampling based hybrid algorithms for imbalanced data classification

Sujata Dash, Rabi Narayan Behera

International Journal of Hybrid Intelligent Systems

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Research article

First published 2025-5

A framework of Polar CanisFel optimization-based deep ensemble classifier with graph embedding for imbalanced data classification

Vikas Gajananrao Bhowate, T Hanumantha Reddy

Web Intelligence

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Research article

First published 2019-12-23

Mining class association rules on imbalanced class datasets

Loan T.T. Nguyen, Bay Vo, Thanh-Ngo Nguyen [...]

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

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Research article

First published 2024

Extremely imbalanced data intelligent fault diagnosis of rotating impeller with improved denoising diffusion probabilistic models

Zeyu Jiang, Zhaohui Ren, Yongchao Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part B: Journal of Engineering Manufacture

Open access

Research article

First published 2025

Dual-stage segmentation and classification framework for skin lesion analysis using deep neural network

Khadija Manzoor, Nauman U Gilal, Marco Agus [...]

DIGITAL HEALTH

Open access

Research article

First published 2015

Prediction of O-glycosylation Sites Using Random Forest and GA-Tuned PSO Technique

Hebatallah Hassan, Amr Badr, M. B. Abdelhalim

Bioinformatics and Biology Insights

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