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Research article

First published 2017-7

An optimized real-time crash prediction model on freeway with over-sampling techniques based on support vector machine

Jinming You, Junhua Wang, Shouen Fang [...]

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

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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 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 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 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 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 2023-9

Malfunction diagnosis of main station of power metering system using LSTM-ResNet with SMOTE method

Qianqian Cai, Yong Sun, Youpeng Huang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2023-10-04

Vehicle leasing credit risk assessment modeling by applying extended logistic regression

Yung-Chia Chang, Kuei-Hu Chang, Wei-Ting Chen

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

Open access

Research article

First published 2025

Improving thyroid disorder diagnosis via innovative stacking ensemble learning model

Ayesha Hassan, Shabana Ramzan, Ali Raza [...]

DIGITAL HEALTH

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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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