Currently recruiting M.S./Ph.D. students in Statistical Learning and Data Science
Currently recruiting M.S./Ph.D. students in Statistical Learning and Data Science
Undergraduate students
김동근
(2025.03 - current)
김상우
(2025.03 - current)
"A DTW-BasedKernelExtensionofD-SVMCharts for Robust Process Monitoring" Poster at 2025 Winter conference of Korea Statistical Society (KSS) (Dec. 2024)
2025년 한국통계학회 동계학술대회 포스터 논문상 장려상을 수상함.
"SVDD-Based Charts with DTW Kernel for Time-Series Anomaly Detection." Poster at 2025 Winter conference of Korea Statistical Society (KSS) (Dec. 2024)
Graduate Alumni
M.S. in Mathematics
(Feb. 2022)
Data Scientist
(대덕전자)
M.S. Thesis (Dec. 2021):
"Optimal scoring based mixture modeling for ordinal data"
M.S. in
Data Science
(Feb. 2025)
Master's student
(Illinois Institute of Technology, Chicago, USA)
M.S. Thesis (Dec. 2024):
"Dynamic time warping based t-SNE for trajectory data: two real-data applications"
Oral Presentations: KDMS (Nov. 2023), 2023 차세대 여성 수리과학자 리더스 포럼 (Oct. 2023)
Undergraduate Alumni
김동건
(2024.05 - 2025.01)
김지연
(2024.05 - 2025.01)
명서준
(2024.05 - 2025.01)
"Enhancing biomedical signal abnormality detection: DTW kernel based one-class SVM for PSD data." Poster at 2024 Fall conference of Korea Data Mining Society (KDMS) (Nov. 2024)
이주홍
(2022.03 - 2022.12)
김세현
(2022.09 - 2022.12)
김성은
(2022.03 - 2022.12/
2023.09 - 2023.12)
서지연
(2023.09 - 2023.12)
"Recommendation algorithm for adaptive learning." Poster at 아주대학교 기초과학연구소 연구발표회 (Jun. 2022)
"Text Dense embedding을 활용한 hybrid 검색 모델 구축." Poster at 아주대학교 기초과학연구소 연구발표회 (Dec. 2023)
Research in "A self-semi-supervised sampling-based t-SNE for imbalanced data with a large null group".
본 연구실은 학사/석사/박사 과정 학생들의 적극적인 연구 참여를 환영합니다.
We warmly welcome motivated students to participate in our research.