Members

Professor:
  • Cho, HyungJun, Ph.D. in Statistics, University of Wisconsin - Madison, 2002

PhD students (Statistics):
  • Kim, Jae-Oh
  • Um, In-Ok

MS students (Statistics):
  • Jung, Yeon-Joo
  • Baek, Yoo-Min
  • Jang, Min-A
  • Han, Ji-Soo
  • Park, Byung-Keon

MS students (Statistical Data Science):
  • Im, Jae-Sun
  • Noh, Young-Joo

PhD alumni (Statistics):
  1. Moon, Ho Seok , "Decision Trees for Repeated Binary Data", 2010.02
  2. Lee, Seok Hyung, "Residual-based Unbiased Decision Trees for Over-dispersed and Zero-inflated Count Data", 2014.02
  3. Eo, Soo-Heang"Tree-structured Regresssion Modeling for Longitudinal and Multi-response Data", 2015.02

MS alumni (Statistics):
  1. Kim, Sukwoo, "Fast Split Finding of Decision Tree for Multivariate Binary Data", 2009.02
  2. Seo, Wonseok, "Reproducibility and Replication of High-dimensional Data", 2009.02
  3. Jang, Ji Yeon, "Comparison Study of Data Mining Algorithms using Mixed-effects Model", 2009.02
  4. Eo, Soo-heang, "Decision Tree for Longitudinal Data Analysis", 2009.08
  5. Jung, Yon Hae, "Study for Improving the Performance of Data Mining Using Ensemble Techniques", 2010.02
  6. Choi, Jin Soo, "Improving the Performance of Data Mining Methods for Continuous Response Variables", 2010.08
  7. Wang, Na, "Variable Selection in Decision Trees", 2010.08
  8. Choi, Jeea, "Gene Detection in Microarray Survival Data", 2011.02
  9. Koo, Jaeun, "Comparison Study of Random Forests", 2011.02
  10. Pak,  Dae Woo, "A Study on Correlated Binary and Continuous Outcomes", 2011.08
  11. Woo, Hyun Seok, "Credit Scoring with Various Outcomes", 2012.08
  12. Chun, Jae Hyuk, "Split Variable Selection in Decision Trees for Mixed Response Data", 2013.02
  13. Lee, Han Earl, "A Study for Feasibility of Random Logistic Regression", 2013.02
  14. Kim, Sun Mee, "A Comparison Study for Correcting Publication Bias in Meta-Analysis", 2013.02
  15. Baek, Min Ji, "Comparison of Prediction Power of Decision Trees for Longitudinal Data Analysis", 2014.02
  16. Kim, Hyo Bin, "Comparison of Decision Tree Software for Binary Data", 2014.02
  17. Kim, Ji Woo,  "Study for Using Nominal Predictor Variables in Discrimination and Classification Analysis", 2015.02
  18. Lee, Ji Eun,  "Comparison Study for Outlier Detection", 2015.02
  19. Choi, Jeong-In, "Outlier Detection in Time Series Data", 2016.02
  20. Choi, Joo-Sung, "Bardley-Terry Decision Tree", 2016.02
  21. Lee, Seul, "Tree-structured Joint Modeling" 2016.02

MS alumni (Statistical Data Science):
  1. Yong, Kwan, "Study for Credit Score Modeling through Data Mining Methodology", 2010.02
  2. Jang, Jin Woo, "Insurance Risk Management through Data Mining", 2010.08
  3. Lee, Hyun Jung, "Study on the Reliability of Contingent Valuation Method (CVM) through Simulation", 2011.02
  4. Bing, Jin Hyung, "Predictive Model for Credit Card Membership using Statistical Analysis Technique", 2011.08
  5. Jung, Seong Il, "Loyalty Classification and Churn Analysis of Retail Customers", 2012.02
  6. Kang, Mi-Ok, "Statistical Prediction of Fixed Deposits in Banks", 2015.08
  7. An, Aram, "Statistical Prediction of the World Cup Result from A-Match Game Results", 2015.08
  8. Cho, Bak-Sa, "Building A Credit Scoring Model in FinTech using Data Mining Techniques", 2016.08

Updated on August 2016