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Research article

First published 2017-4

Fuzzy–synthetic minority oversampling technique: Oversampling based on fuzzy set theory for Android malware detection in imbalanced datasets

Yanping Xu, Chunhua Wu, Kangfeng Zheng [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2023-5

Clustering-based improved adaptive synthetic minority oversampling technique for imbalanced data classification

Dian Jin, Dehong Xie, Di Liu [...]

Intelligent Data Analysis: An International Journal

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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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Research article

First published 2025-5

Adaptive financial fraud detection system using modified rain optimization algorithm

Rupali Sathe, Shilpa Shinde

Intelligent Decision Technologies

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Research article

First published 2023-8

The implication of oversampling on the effectiveness of force signals in the fault detection of endodontic instruments during RCT

Vinod Singh Thakur, Pavan Kumar Kankar, Anand Parey [...]

Proceedings of the Institution of Mechanical Engineers,Part H: Journal of Engineering in Medicine

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Research article

First published 2025-7

An oversampling method based on Gaussian Mixture Model for multi-bolt looseness monitoring using Lamb waves`

Jinsong Yang, Maosheng Hua, Tiantian Wang [...]

Journal of Vibration and Control

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Research article

First published 2023-1

Deep Learning Approach for Detecting Lane Change Maneuvers Using SHRP2 Naturalistic Driving Data

Anik Das, Md Nasim Khan, Mohamed M. Ahmed

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2022-06-09

Classification of imbalanced medical data: An empirical study of machine learning approaches

Shikha Mundra, Shounak Vijay, Ankit Mundra [...]

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

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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 2023-5

Imbalanced data classification using improved synthetic minority over-sampling technique

Yamijala Anusha, R. Visalakshi, Konda Srinivas

Multiagent and Grid Systems

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