| 2023 | A Comparison of Imputation Methods Using Machine Learning Models | 서혜정 | Master's Thesis |
| 2008 | A new dissimilarity measure in time-dependent experiments | 송종우 | Article |
| 2012 | A quantile estimation for massive data with generalized Pareto distribution | 송종우 | Article |
| 2017 | A robust test procedure for gene selection in microarray data | 강수연 | Master's Thesis |
| 2009 | A sequential clustering algorithm with applications to gene expression data | 송종우 | Article |
| 2009 | A standard error estimation of Regression coefficient using Bootstrap | 이세연 | Master's Thesis |
| 2016 | Analysis of Aircraft Departure Delay and On-Time Performance | 장소연 | Master's Thesis |
| 2023 | Applications of TGNet to spatiotemporal data | 박지원 | Master's Thesis |
| 2008 | Asymptotic option price with bounded expected loss | 송종우 | Article |
| 2011 | Asymptotic option pricing under pure-jump Lévy processes via nonlinear regression | 송종우 | Article |
| 2015 | Bias corrections for Random Forest in regression using residual rotation | 송종우 | Article |
| 2010 | Comparison of Classification methods for imbalanced data | 김동아 | Master's Thesis |
| 2011 | Data Mining 기법을 이용한 자동차보험 손해율 분석 | 정현희 | Master's Thesis |
| 2012 | Data Mining 회귀 분석 방법론을 이용한 자동차 보험 손해액 추정 | 신현주 | Master's Thesis |
| 2021 | Deep learning methods for KOSPI forecasting | 최송아 | Master's Thesis |
| 2010 | Estimating the mixing proportion in a semiparametric mixture model | 송종우 | Article |
| 2015 | Extension of Bivariate Copula Family with application to Statistical Estimation | 연보라 | Master's Thesis |
| 2018 | Feature selection for continuous aggregate response and its application to auto insurance data | 송종우 | Article |
| 2018 | Forecasting daily PM10 concentrations in Seoul using various data mining techniques | 송종우 | Article |
| 2023 | GAN 방법론과 그 성능지표에 대한 연구 | 김지민 | Master's Thesis |
| 2009 | Global gene regulation by Fusarium transcription factors Tri6 and Tri10 reveals adaptations for toxin biosynthesis | 송종우 | Article |
| 2013 | Identification of Cichlid Fishes from Lake Malawi Using Computer Vision | 원용진; 송종우 | Article |
| 2019 | Introduction to convolutional neural network using Keras; An understanding from a statistician | 송종우 | Article |
| 2015 | Limited Fluctuation Method in Quantile Estimation of Extreme Values | 구혜인 | Master's Thesis |
| 2014 | Multiclass classification methods 활용한 데이터 분석 | 김지연 | Master's Thesis |
| 2017 | P2P대출에 대한 채무 불이행자 예측 및 영향 요인 분석 | 신수정 | Master's Thesis |
| 2017 | Parameter and quantile estimation for the generalized Pareto distribution in peaks over threshold framework | 송종우 | Article |
| 2012 | POT 방법론을 이용한 자동차보험 손해율 추정 | 김수영 | Master's Thesis |
| 2013 | Predicting Gross Box Office Revenue of Domestic Films | 한수지 | Master's Thesis |
| 2021 | Prediction on Monthly Portfolio Returns via Deep Learning | 홍지원 | Master's Thesis |
