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Research article

First published 2023-2

Synthetic Minority Over-sampling Technique (SMOTE) for handling imbalanced data in poverty classification

Firza Refo Adi Pratama, Siskarossa Ika Oktora

Statistical Journal of the IAOS

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Research article

First published 2025

Explainable machine learning with SMOTE for predictive maintenance of ship engines

Fouzi Harrou, Abdelhakim Dorbane, Ying Sun

Proceedings of the Institution of Mechanical Engineers,Part M: Journal of Engineering for the Maritime Environment

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Research article

First published 2018-9

Improved over-sampling techniques based on sparse representation for imbalance problem

Xionggao Zou, Yueping Feng, Huiying Li [...]

Intelligent Data Analysis: An International Journal

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Research article

First published 2025-5

OpTunedSMOTE: A novel model for automated hyperparameter tuning of SMOTE in software defect prediction

Ruchika Malhotra, Kishwar Khan

Intelligent Data Analysis: An International Journal

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Research article

First published 2026

An adaptive oversampling method WRM-SMOTE for credit card fraud imbalanced datasets

Shivani Goswami, Anil Kumar Singh

Intelligent Data Analysis: An International Journal

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Research article

First published 2023-10-04

A clustered borderline synthetic minority over-sampling technique for balancing quick access recorder data

Kunpeng Li, Junjie Xu, Huimin Zhao [...]

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

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Research article

First published 2023-5

Imbalanced data classification using improved synthetic minority over-sampling technique

Yamijala Anusha, R. Visalakshi, Konda Srinivas

Multiagent and Grid Systems

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Research article

First published 2024-11

Effectiveness of Data Imbalance Treatment in Weather-Related Crash Severity Analysis

Abimbola Ogungbire, Srinivas S. Pulugurtha

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

Enhanced COVID-19 Classification Using SMOTE-KELM: A Comprehensive Review and Proposed Framework

Nikhat Ali, Virendra P Vishwakarma

The European Journal on Artificial Intelligence

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Research article

First published 2024-10-24

An advancement in AdaSyn for imbalanced learning: An application to fraud detection in digital transactions

Chandana Gouri Tekkali, Karthika Natarajan

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

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