고차원데이터분석
신선영교수
전공분야
기계학습, 고차원 데이터 분석, 유전 통계학
대표 논문 및 프로젝트
- Shin, S; Zhou, Q; Zuo, C; Zhang, Y; Chen, M; Xu, J, "Scalable test of statistical significance for protein-DNA binding changes with insertion and deletion of bases in the genome" ,Annals of Applied Statistics, vol.18,3528 -3548 (2024).
- Yang, J; Jiang, X; Jin, KW; Shin, S; Li, QW, "Bayesian hidden mark interaction model for detecting spatially variable genes in imaging-based spatially resolved transcriptomics data" ,Frontiers in Genetics, vol.15, - (2024).
- Shin, Sunyoung, "CAGI, the Critical Assessment of Genome Interpretation, establishes progress and prospects for computational genetic variant interpretation methods" ,Genome Biology, vol.25, - (2024).
- Ke, Chengyu; Shin, Sunyoung; Lou, Yifei; Ahn, Miju, "A Generalized Formulation for Group Selection via ADMM" , Journal of Scientific Computing, vol.100, - (2024).
- Dong, Chenyang; Simonett, Shane P.; Shin, Sunyoung; Stapleton, Donnie S.; Schueler, Kathryn L.; Churchill, Gary A.; Lu, Leina; Liu, Xiaoxiao; Jin, Fulai; Li, Yan; Attie, Alan D.; Keller, Mark P.; Kele, "INFIMA leverages multi-omics model organism data to