google scholar

Preparation

• Sungchul Shin, Dongseok Park, Sehee Park, Hosik Choi, 거대언어모델을 활용한 EMR 의료정보 처리방법론, preparation
• Utilizing synthetic data for hyperparameter tuning in homomorphic encryption-based machine learning training, preparation
• Sinkhorn distance for encrypted data
• Sparse state space kalman filter model
• Data value assessment using LLM
• Dawun Lee et. al. (2024+). Sparse association rule analysis using combinatorial optimization, preparation
• Garam Lee, Sulgi Kim, Hosik Choi*. (2024+). Privacy preserving principal component analysis application to ancestry inference, preparation
• 최민호, 이가람, 최호식* (2023). Homomorphic data completion using homomorphic SVD, preparation

• Kang, I., —, Park, C., Choi, H. Kwon, S., (2025+) SFKml R package, submitted
• Gwon, San; Aida, Ayano; Park, Chan; Yu, Sejong; Lee, Jaeyong; Kim, Chungsik; Choi, Hosik*(2025+), Spectral-Spatial Ensemble Learning for Invasive Robinia Pseudoacacia Detection Using UAV-Based Hyperspectral Imaging, submitted to CIPA2025
• 권산, 정재경, 아이다 아야노, 박찬, 어수행, 유세종, 이재용, 김충식, 최호식*(2025+), 대면적 문화유산 내 아까시나무 탐지를 위한 초분광 영상 분할 기법, submitted
• Ilsuk Kang, Donghwa Kim, Hosik Choi, Young Joo Yoon, Cheolwoo Park(2025), Deep symbolic learning for histogram-valued regression data, submitted
• Hyungwoo Kim, Hosik, Choi, Woojoo Lee(2025). Partially privacy-protected logistic regression with L1 penalty and sign constraint, submitted
• Minje Park, Jaeseon Kim, Sungchul Shin, Sulgi Kim, Cheolwoo Park, Changdae Oh, Kyungwoo Song, Hosik Choi*(2024+) Group rank for encrypted data, submitted
• Sungjun Lim, Yeongjun Choi, Minhoi Park, Jaekyeong Jung, Taekyoung Kim, Hosik Choi, Kyungwoo Song(2025). Edu Llama, submitted
• Jung & Hwang et al.(2024+) Self-supervised classification for functional data using language model, revision.