| 2025 | SMC | Reinforcement Learning-based Penalty Function Approach for Constrained Optimization. | Tsubasa Yoshida, Atsunari Yagi, Takaya Yozawa, Yeboon Yun, Min Yoon |
| 2024 | IJCNN | Multiclass piecewise-linear SVMs based on division of data space for determining the reinforcement degrees of large-scale structures. | Keiji Tatsumi, Satoshi Maruyama, Yeboon Yun |
| 2021 | SMC | Multiclass Support Vector Machines for Determination of Reinforcement Degree in Constructing Large-scale Structures Based on Data Characteristics. | Keiji Tatsumi, Ryota Masui, Shunsuke Tsujioka, Yoshifumi Kusunoki, Yeboon Yun |
| 2012 | SMC | Parameter tuning of large scale support vector machines using ensemble learning with applications to imbalanced data sets. | Hirotaka Nakayama, Yeboon Yun, Yuki Uno |
| 2011 | SMC | Evolutionary multi-objective optimization using expected improvement and generalized DEA. | Yeboon Yun, Hirotaka Nakayama, Min Yoon |
| 2010 | IJCNN | Modified Support Vector Regression in outlier detection. | Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun |
| 2008 | ICONIP | Practical Approach to Outlier Detection Using Support Vector Regression. | Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun |
| 2007 | EMO | Sequential Approximation Method in Multi-objective Optimization Using Aspiration Level Approach. | Yeboon Yun, Hirotaka Nakayama, Min Yoon |
| 2006 | IJCNN | Support Vector Regression Based on Goal Programming and Multi-objective Programming. | Hirotaka Nakayama, Yeboon Yun |
| 2005 | ICNC | Genetic Algorithm for Multi-objective Optimization Using GDEA. | Yeboon Yun, Min Yoon, Hirotaka Nakayama |
| 2004 | CEC | Fitness evaluation using generalized data envelopment analysis in MOGA. | Yeboon Yun, Masao Arakawa, Hirotaka Nakayama |
| 2004 | IJCNN | Using support vector machines in multi-objective optimization. | Yeboon Yun, Hirotaka Nakayama, Masao Arakawa |
| 2004 | KES | Prediction of Business Failure by Total Margin Support Vector Machines. | Yeboon Yun, Min Yoon, Hirotaka Nakayama, Wataru Shiraki |
| 2003 | IJCNN | A role of total margin in support vector machines. | Min Yoon, Yeboon Yun, Hirotaka Nakayama |
| 2003 | KES | Goal Programming Approaches to Support Vector Machines. | Hirotaka Nakayama, Yeboon Yun, Takeshi Asada, Min Yoon |