Members

Current Students

[16] Ji Min Jeon (Master student, Spring 2024 - present)

[15] Jeong Hwa Song (Master student, Spring 2024 - present)

[14] Jeakeung Song (Master student, Spring 2024 - present)

[13] Subin Bang (Master student, Spring 2024 - present)

[12] Jun Young Ko (Master student, Spring 2024 - present)

[11] Tae Yeon Kim (Master student, Fall 2023 - present)

[10] Jae Yun Kim (Master student, Spring 2023 - present)

[9] Seokjune Lee (Master student, Spring 2023 - present)

Former Students

[8] Ye Jin Jeong (Master of Sciences in Applied Statistics, February 2024)

       Publication: Kim, M, Jeong, Y. J., and Jeong, J. (2024), "Two Empirical Studies of Portfolio Optimization Using Cryptocurrency Allocation Ratios", IEEE Access, 12, 63827-63838. 

       Thesis: Asset price forecasting and portfolio optimization using LSTM and XGBoost 

       First job placement: Hana Insurance

[7] Myungwan Kim (Master of Sciences in Applied Statistics, February 2024) 

       Publication: Kim, M, Jeong, Y. J., and Jeong, J. (2024), "Two Empirical Studies of Portfolio Optimization Using Cryptocurrency Allocation Ratios", IEEE Access, 12, 63827-63838. 

       Thesis: Wind Speed Prediction in the East Asia Region using Non-Gaussian Processes

[6] Taehyeon Hwang (Master of Sciences in Applied Statistics, February 2023) 

       Thesis: Prediction of volatility through GARCH with KPFBERT sentiment analysis

[5] Geonjae Joo (Master of Sciences in Applied Statistics, February 2023) 

       Thesis: Efficient online ensemble model using window-technique

       First job placement: Samsung SDS 

[4] Hyundo Song (Master of Sciences in Applied Statistics, February 2023) 

       Thesis: Deep learning model based movie recommendation system

       First job placement: KT DS

[3] Soyeon Jo (Master of Sciences in Applied Statistics, August 2022) 

       Thesis: Outlier detection using one class SVM-Isolation forest

       First job placement: Hana Card 

[2] Ye-Seo Joh (Master of Sciences in Applied Statistics, August 2022) 

       Thesis: Prediction of stock prices using variational auto-encoder for Gramian angular field encoded image of candle stick chart

       First job placement: Global ZEUS 

[1] Jooyeon Lee (Master of Sciences in Applied Statistics, February 2022)

       Thesis: Stochastic neighborhood conditional autoregressive modeling of gray-level co-occurrence matrix in lung CT

       First job placement: UTHealth Houston, Biostatistics Ph.D. student