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 |
2023 | Recent Deep Learning Methods for Tabular Data | 황예진 | Master's Thesis |
2010 | Regression 방법론을 이용한 Concrete Slump Test Data 분석 | 권수영 | Master's Thesis |
2011 | Review of Association Rule | 강민아 | Master's Thesis |
2017 | Robust gene selection methods using weighting schemes for microarray data analysis | 송종우 | Article |
2020 | Semi-Supervised Regression for Survival Analysis | 이시영 | Master's Thesis |
2021 | Semiparametric Regression Model for Survival Analysis | 권설아 | Master's Thesis |
2011 | Session-based classification of internet applications in 3G wireless networks | 송종우 | Article |
2009 | Simulated Data와 Real Data를 이용한 Clustering 기법 비교 | 김은미 | Master's Thesis |
2009 | Simulation study를 통한 Accelerated EM algorithm의 비교 | 민은정 | Master's Thesis |
2020 | Understanding Deep Neural Network for images and texts from a statistical point of view | 이하경 | Master's Thesis |
2020 | Understanding recurrent neural network for texts using English-Korean corpora | 송종우 | Article |