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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 2023-12-02

Impact of class imbalance ratio on ensemble methods for imbalance problem: A new perspective

Ritika Kumari, Jaspreeti Singh, Anjana Gosain

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

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Research article

First published 2015-11

Bias reduction through conditional conformal prediction

Tuve Löfström, Henrik Boström, Henrik Linusson [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2015-1

Churn prediction via support vector classification: An empirical comparison

Sebastián Maldonado

Intelligent Data Analysis: An International Journal

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Research article

First published 2017-7-21

Dual weighted extreme learning machine for imbalanced data stream classification

Yong Zhang, Wenzhe Liu, Xuezhen Ren [...]

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

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Research article

First published 2025-9

Leveraging relief feature selection and multi-classifier stacking approach for improved Parkinson's disease diagnosis

Taezeen Hamid, Megha Chhabra, Bhagwati Sharan

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

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 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 2020-10

A vision-based active learning convolutional neural network model for concrete surface crack detection

Zhen Wang, Guoshan Xu, Yong Ding [...]

Advances in Structural Engineering

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