세미나/포럼
[세미나/포럼] [2014.12.05.금] 2014-2학기 제7회 수학과 colloquium 일정
- 세미나/포럼
- 교내
- 윤혜주
- 2014-12-01
2014-2학기 제7회 수학과 colloquium 일정을 안내해 드립니다.
[2014학년도 2학기 제7회 수학과 Colloquium]
강연제목 : Inferring and exploiting latent structure in biomedical data mining
연 사 : 손경아 교수 [아주대학교]
일 시 : 12월 5일(금요일) 오후 4:30-5:30
장 소 : 팔달관 621호
강연초록 :
A recent explosion of biomedical data has enabled researchers to uncover the genetic basis of complex traits such as drug response or disease susceptibility. In this talk, we introduce advanced machine learning techniques for inferring and exploiting latent structure in biomedical data mining. We first consider the problem of finding causal variants that perturb the phenotypic traits of individuals. Sparse structured regression models and information theoretic approaches are employed to utilize the latent structure in either input space or output space. At the later part of this talk, we introduce a non-parametric Bayesian approach for joint segmentation of multiple related sequence data. The proposed model allows key features of the segment definition to be shared across multiple sequences, while retaining the ability for each sequence to have its own segment definition.
많은 관심과 참여 부탁 드립니다^^