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Academic Journal

BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing.

Authors : Son, Minjae¹ (AUTHOR); Jung, Seungwon² (AUTHOR); Jung, Seungmin² (AUTHOR)

Source: Journal of Supercomputing. Sep2021, Vol. 77 Issue 9, p10463-10487. 25p.

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Academic Journal

邻域自适应 SMOTE 算法研究.

Authors : 王芳¹ ; 吴文通¹; 张立立¹

Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. Jun2021, Vol. 38 Issue 6, p1673-1677. 5p.

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Academic Journal

Comparison of Unbalanced Data Methods for Support Vector Machines.

Authors : AKIN, Pelin¹ ; TERZ, Yüksel²

Source: Turkiye Klinikleri Journal of Biostatistics. 2021, Vol. 13 Issue 2, p138-146. 9p.

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Academic Journal

A Novel Weighted Ensemble Method to Overcome the Impact of Under-fitting and Over-fitting on the Classification Accuracy of the Imbalanced Data Sets.

Authors : Fatima, Ghulam¹ ; Saeed, Sana

Source: Pakistan Journal of Statistics & Operation Research. 2021, Vol. 17 Issue 2, p483-496. 14p.

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Academic Journal

Binary glioma grading framework employing locality preserving projections and Gaussian radial basis function support vector machine.

Authors : Singh, Rahul¹ (AUTHOR) ; Goel, Aditya¹ (AUTHOR); Raghuvanshi, Deepak Kumar¹ (AUTHOR)

Source: International Journal of Imaging Systems & Technology. Dec2021, Vol. 31 Issue 4, p2047-2059. 13p.

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Academic Journal

Dynamic swarm class rebalancing for the process mining of rare events.

Authors : Li, Jinyan¹ (AUTHOR); Wu, Yaoyang^1,2 (AUTHOR) ; Fong, Simon¹ (AUTHOR)

Source: Journal of Supercomputing. Jul2021, Vol. 77 Issue 7, p7549-7583. 35p.

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Academic Journal

基于 DESMID-AD 动态选择的类别不平衡信用评估模型.

Authors : 向欣¹ ; 陆歌皓²

Source: Application Research of Computers / Jisuanji Yingyong Yanjiu. Dec2021, Vol. 38 Issue 12, p3604-3610. 7p.

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Academic Journal

Development of glaucoma predictive model and risk factors assessment based on supervised models.

Authors : Sharifi, Mahyar¹ (AUTHOR); Khatibi, Toktam¹ (AUTHOR) ; Emamian, Mohammad Hassan² (AUTHOR)

Source: BioData Mining. 11/24/2021, Vol. 14 Issue 1, p1-15. 15p.

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Academic Journal

A novel ensemble method for classification in imbalanced datasets using split balancing technique based on instance hardness (sBal_IH).

Authors : Chongomweru, Halimu¹ (AUTHOR) ; Kasem, Asem¹ (AUTHOR)

Source: Neural Computing & Applications. Sep2021, Vol. 33 Issue 17, p11233-11254. 22p.

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Academic Journal

Cancer detection using convolutional neural network optimized by multistrategy artificial electric field algorithm.

Authors : Sinthia, P.¹ (AUTHOR) ; Malathi, M.² (AUTHOR)

Source: International Journal of Imaging Systems & Technology. Sep2021, Vol. 31 Issue 3, p1386-1403. 18p.

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فلترة النتائج

BCGAN: A CGAN-based over-sampling model using the boundary class for data balancing.

邻域自适应 SMOTE 算法研究.

Comparison of Unbalanced Data Methods for Support Vector Machines.

A Novel Weighted Ensemble Method to Overcome the Impact of Under-fitting and Over-fitting on the Classification Accuracy of the Imbalanced Data Sets.

Binary glioma grading framework employing locality preserving projections and Gaussian radial basis function support vector machine.

Dynamic swarm class rebalancing for the process mining of rare events.

基于 DESMID-AD 动态选择的类别不平衡信用评估模型.

Development of glaucoma predictive model and risk factors assessment based on supervised models.

A novel ensemble method for classification in imbalanced datasets using split balancing technique based on instance hardness (sBal_IH).

Cancer detection using convolutional neural network optimized by multistrategy artificial electric field algorithm.

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