Journal Archive

Journal of the Korean Institute of Industrial Engineers - Vol. 47 , No. 3

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[Original Research]

1. p. 232 SMOTE Using Border-points and Expectation-maximization Algorithm for Imbalanced Data Classification

Kang Hyuck Lee, Kang Hoon Lee, Taehoon Ko
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.232

2. p. 242 Integrating PMML and PFA with Asset Administration Shell for Interoperable Smart Factories

Seung-Jun Shin, Ju-Hong Lee, Joung-min Park, Jumyung Um
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.242

3. p. 255 Effect of Social Interaction on Evacuation Participation : Mathematical Approach to Many-body Problem

Jeongsik Kim, Soohyung Park, Byoung-jik Kim, Namhun Kim
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.255

[Application Research]

4. p. 263 Early Prediction of Patient Disposition for Emergency Department Visits Using Machine Learning

Ha Eun Hwang, Hyungu Kahng, Eu Sun Lee, Jung Youn Kim, Young Hoon Yoon, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.263

5. p. 272 Predictions of COVID-19 in Korea Using Machine Learning Models

Jinsoo Bae, Seoung Bum Kim
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.272

6. p. 280 Contents Preference Model Combined with Matrix Factorization for Movie Recommendation

Seoin Baek, Daiki Min
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.280

7. p. 289 A Social Media Mining Approach for Monitoring Customer Complaints in the Early Stage of Product Launch

Seunghyun Lee, Jaewoong Choi, Janghyeok Yoon
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.289

8. p. 302 Transfer Learning with Seasonal Adjustment for Automotive Spare Part Long-term Demand Forecasting

Min Ye Lee, Ki Woo Sung, Sung Won Han
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.302

[Case Studies]

9. p. 315 A Study on the Trend of Human Performance Related Events at Nuclear Power Plant in 2019

Jeongjin Park
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.315

[Research Letter]

10. p. 321 A Study on Analyzing Data from Designed Experiments with Missing Values

Jai-Hyun Byun
DOI: https://doi.org/10.7232/JKIIE.2021.47.3.321

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Journal of the Korean Institute of Industrial Engineers

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Journal of the Korean Institute of Industrial Engineers