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Search: "[ keyword: Imbalanced Data ]" (4)
    Prediction of Protein-Protein Interaction Sites Based on 3D Surface Patches Using SVM
    Sung Hee Park The KIPS Transactions:PartD, Vol. 19, No. 1, pp. 21-28, Feb. 2012
    10.3745/KIPSTD.2012.19.1.21


    A Study on Improving Performance of Software Requirements Classification Models by Handling Imbalanced Data
    Jong-Woo Choi, Young-Jun Lee, Chae-Gyun Lim, Ho-Jin Choi KIPS Transactions on Software and Data Engineering, Vol. 12, No. 7, pp. 295-302, Jul. 2023
    https://doi.org/10.3745/KTSDE.2023.12.7.295  
    Keywords: Requirements Classification, Imbalanced Data, data augmentation, Undersampling, BERT


    Boosting the Performance of the Predictive Model on the Imbalanced Dataset Using SVM Based Bagging and Out-of-Distribution Detection
    Jong Hoon Kim, Hayoung Oh KIPS Transactions on Software and Data Engineering, Vol. 11, No. 11, pp. 455-464, Nov. 2022
    https://doi.org/10.3745/KTSDE.2022.11.11.455
    Keywords: Imbalanced Dataset, Predictive Performance, Bagging, Out-of-Distribution(OoD) Detection


    A Deep Learning Based Over-Sampling Scheme for Imbalanced Data Classification
    Son Min Jae, Jung Seung Won, Hwang Een Jun KIPS Transactions on Software and Data Engineering, Vol. 8, No. 7, pp. 311-316, Jul. 2019
    https://doi.org/10.3745/KTSDE.2019.8.7.311
    Keywords: Imbalanced Data, CGAN, Deep Learning, Over-Sampling


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