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基于少类增强和远距离连通的不平衡节点分类.

• Authors : 韩忠明¹ ; 张舒群¹; 刘 燕¹

• Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. Sep2025, Vol. 42 Issue 9, p2683-2689. 7p.

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Quantum SMOTE with Angular Outliers: Redefining Minority Class Handling

• Authors : Mohanty, Nishikanta; Behera, Bikash K.; Ferrie, Christopher

Subjects: Quantum Physics; Computer Science - Machine Learning

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Enhancing cybersecurity: A high-performance intrusion detection approach through boosting minority class recognition.

• Authors : Asry, Chadia E. L.¹ (AUTHOR); Benchaji, Ibtissam¹ (AUTHOR); Douzi, Samira^1,2 (AUTHOR)

• Source: PLoS ONE. 3/28/2025, Vol. 20 Issue 3, p1-22. 22p.

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Sharp error bounds for imbalanced classification: how many examples in the minority class?

• Authors : Aghbalou, Anass; Portier, François; Sabourin, Anne

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning

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Mining Minority-class Examples With Uncertainty Estimates

• Authors : Singh, Gursimran; Chu, Lingyang; Wang, Lanjun

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence

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การสังเคราะห์อย่างรวดเร็วของคลาสส่วนน้อยโดยใช้เครือข่ายฝ่ายตรงข้ามเชิงกำ�เนิด สำ�หรับปัญหาการจำ�แนกประเภทข้อมูลที่ไม่สมดุล

• Authors : ร่มสายหยุด, วฤษาย์¹

• Source: Journal of Science & Technology MSU. Mar/Apr2024, Vol. 43 Issue 2, p99-121. 14p.

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SGBGAN: minority class image generation for class-imbalanced datasets.

• Authors : Wan, Qian¹ (AUTHOR); Guo, Wenhui¹ (AUTHOR); Wang, Yanjiang¹ (AUTHOR)

• Source: Machine Vision & Applications. Mar2024, Vol. 35 Issue 2, p1-14. 14p.

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Minority Class Oriented Active Learning for Imbalanced Datasets

• Authors : Aggarwal, Umang; Popescu, Adrian; Hudelot, Céline

Subjects: Computer Science - Machine Learning; Computer Science - Computer Vision and Pattern Recognition

• Source: 2020 25th International Conference on Pattern Recognition (ICPR)

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Neural network with absent minority class samples and boundary shifting for imbalanced data classification.

• Authors : Huang, Zhan ao¹ (AUTHOR); Sang, Yongsheng¹ (AUTHOR) ; Sun, Yanan¹ (AUTHOR)

• Source: Neural Computing & Applications. Apr2023, Vol. 35 Issue 12, p8937-8953. 17p.

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Finding the Proverbial Needle: Improving Minority Class Identification Under Extreme Class Imbalance

• Authors : Trent Geisler; Herman Ray; Ying Xie

Subjects: 0202 electrical engineering, electronic engineering, information engineering; 02 engineering and technology

• Source: Journal of Classification. 40:192-212

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