Members

Postdoctoral Researcher

Dr. Seung Jee Yang (Fall 2024 - present)

Current Students

[20] Jihoon Yoo (Master student, Spring 2025 - present)

[19] Heejun Kwon (Master student, Spring 2025 - present)

[18] Jaeyun Kim (Ph.D. student, Spring 2025 - present)

[17] Sunwon Bae (Master student, Fall 2024 - present)

[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)

Former Students

[11] Taeyeon Kim (Master of Science in Applied Statistics, August 2025)

       Thesis:  A Scalable Two-Stage Hybrid Music Recommendation Framework for Automatic Playlist Continuation

[10] Seokjune Lee (Master of Science in Applied Statistics, February 2025)

       Publication: Lee, S. and Jeong, J. (2025), "Portfolio Optimization Using a Covariance Structure Based on Dynamic Time Warping", Finance Research Letters, 83, 107642.

       Thesis: Portfolio Optimization via Dynamic Time Warping 

       수상: 2024년 한국통계학회 동계학술논문발표회 포스터논문상 장려상

       First job placement: KODATA (한국평가데이터)

[9] Jaeyun Kim (Master of Science in Applied Statistics, February 2025)

       Thesis: Hierarchical classification model and feature importance analysis for wafer defect patterns

       First job placement: Hanyang University, Applied Statistics Ph.D. student

[8] Ye Jin Jeong (Master of Science 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 Science 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

       First job placement: DB Insurance

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

       Thesis: Prediction of volatility through GARCH with KPFBERT sentiment analysis

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

       Thesis: Efficient online ensemble model using window-technique

       First job placement: Samsung SDS

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

       Thesis: Deep learning model based movie recommendation system

       First job placement: KT DS

[3] Ye-Seo Joh (Master of Science 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 

[2] Soyeon Jo (Master of Science in Applied Statistics, August 2022) 

       Thesis: Outlier detection using one class SVM-Isolation forest

       First job placement: Hana Card

[1] Jooyeon Lee (Master of Science 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