Yeboon Yun

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 6

Top Topics

Multi Class Svms

Predictive Control

Multiclass Support Vector Machines

Top Venues

Knowl. Based Syst.

J. Glob. Optim.

Publications

Keiji Tatsumi, Ryota Masui, Haruhisa Miyahara, Yeboon Yun
Multiclass piecewise-linear SVMs with the restricted feasible region for the reinforcement degrees in constructing large-scale structures. Knowl. Based Syst. 300 (2024)
Keiji Tatsumi, Shunsuke Tsujioka, Ryota Masui, Yoshifumi Kusunoki, Yeboon Yun
Determination of reinforcement degrees in constructing large-scale structures by using multiclass support vector machines. Knowl. Based Syst. 249 (2022)
Keiji Tatsumi, Ryota Masui, Shunsuke Tsujioka, Yoshifumi Kusunoki, Yeboon Yun
Multiclass Support Vector Machines for Determination of Reinforcement Degree in Constructing Large-scale Structures Based on Data Characteristics. SMC (2021)
Chang Lu, Yeboon Yun, Min Yoon
Application of Machine Learning to the Prediction of WBGT. SICE (2021)
Yeboon Yun, Hirotaka Nakayama, Min Yoon
Multi-Objective Model Predictive Control. SCIS&ISIS (2018)
Yeboon Yun, Hirotaka Nakayama, Min Yoon
Generation of Pareto optimal solutions using generalized DEA and PSO. J. Glob. Optim. 64 (1) (2016)
Yeboon Yun, Hirotaka Nakayama
Utilizing expected improvement and generalized data envelopment analysis in multi-objective genetic algorithms. J. Glob. Optim. 57 (2) (2013)
Yeboon Yun, Kohei Furukawa, Takeshi Iida, Hirotaka Nakayama
Evaluation of sewerage systems using data envelopment analysis. SCIS&ISIS (2012)
Hirotaka Nakayama, Yeboon Yun, Yuki Uno
Parameter tuning of large scale support vector machines using ensemble learning with applications to imbalanced data sets. SMC (2012)
Yeboon Yun, Hirotaka Nakayama, Min Yoon
Evolutionary multi-objective optimization using expected improvement and generalized DEA. SMC (2011)
Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun
Modified Support Vector Regression in outlier detection. IJCNN (2010)
Hirotaka Nakayama, Yeboon Yun
Multi-objective Model Predictive Optimization using Computational Intelligence. IFIP AI (2008)
Hirotaka Nakayama, Yeboon Yun, Masakazu Shirakawa
Multi-objective Model Predictive Control. MCDM (2008)
Junya Nishiguchi, Chosei Kaseda, Hirotaka Nakayama, Masao Arakawa, Yeboon Yun
Practical Approach to Outlier Detection Using Support Vector Regression. ICONIP (1) (2008)
Hirotaka Nakayama, Yeboon Yun
Combining Aspiration Level Methods in Multi-objective Programming and Sequential Approximate Optimization using Computational Intelligence. MCDM (2007)
Yeboon Yun, Hirotaka Nakayama, Min Yoon
Sequential Approximation Method in Multi-objective Optimization Using Aspiration Level Approach. EMO (2006)
Hirotaka Nakayama, Yeboon Yun
Support Vector Regression Based on Goal Programming and Multi-objective Programming. IJCNN (2006)
Yeboon Yun, Min Yoon, Hirotaka Nakayama
Genetic Algorithm for Multi-objective Optimization Using GDEA. ICNC (3) (2005)
Hirotaka Nakayama, Yeboon Yun, Takeshi Asada, Min Yoon
MOP/GP models for machine learning. Eur. J. Oper. Res. 166 (3) (2005)
Yeboon Yun, Masao Arakawa, Hirotaka Nakayama
Fitness evaluation using generalized data envelopment analysis in MOGA. IEEE Congress on Evolutionary Computation (2004)
Yeboon Yun, Hirotaka Nakayama, Tetsuzo Tanino
A generalized model for data envelopment analysis. Eur. J. Oper. Res. 157 (1) (2004)
Yeboon Yun, Min Yoon, Hirotaka Nakayama, Wataru Shiraki
Prediction of Business Failure by Total Margin Support Vector Machines. KES (2004)
Takeshi Asada, Yeboon Yun, Hirotaka Nakayama, Tetsuzo Tanino
Pattern classification by goal programming and support vector machines. Comput. Manag. Sci. 1 (3-4) (2004)
Min Yoon, Yeboon Yun, Hirotaka Nakayama
Total Margin Algorithms in Support Vector Machines. IEICE Trans. Inf. Syst. (5) (2004)
Yeboon Yun, Hirotaka Nakayama, Masao Arakawa
Multiple criteria decision making with generalized DEA and an aspiration level method. Eur. J. Oper. Res. 158 (3) (2004)
Hirotaka Nakayama, Yeboon Yun, Takeshi Asada, Min Yoon
Goal Programming Approaches to Support Vector Machines. KES (2003)
Yeboon Yun, Hirotaka Nakayama, Tetsuzo Tanino, Masao Arakawa
Generation of efficient frontiers in multi-objective optimization problems by generalized data envelopment analysis. Eur. J. Oper. Res. 129 (3) (2001)