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Search: "[ author: Hayoung Oh ]" (2)

Apartment Price Prediction Using Deep Learning and Machine Learning

Hakhyun Kim, Hwankyu Yoo, Hayoung Oh KIPS Transactions on Software and Data Engineering, Vol. 12, No. 2, pp. 59-76, Feb. 2023

https://doi.org/10.3745/KTSDE.2023.12.2.59
Keywords: Real Estate, Regression, DNN, XGBoost, CatBoost, map visualization

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

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