Digital Library


Search: "[ keyword: Bagging ]" (3)
    Ensemble Learning of Region Based Classifiers
    Sung Ha Choi , Byung Woo Lee , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 14, No. 4, pp. 303-310, Aug. 2007
    10.3745/KIPSTB.2007.14.4.303


    A Study on Classification Models for Predicting Bankruptcy Based on XAI
    Jihong Kim, Nammee Moon KIPS Transactions on Software and Data Engineering, Vol. 12, No. 8, pp. 333-340, Aug. 2023
    https://doi.org/10.3745/KTSDE.2023.12.8.333  
    Keywords: Big data, Classification Model, Explainable AI, Bagging, Boosting, Ensemble


    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