교수/연구원 소개

  • 교수
  • 연구실소개
  • 연구원소개
  • 신진연구인력소개

교수

교수정보의 상세 화면
손경아
이름
손경아
학력
박사
전공
소프트웨어학과
정보
연구실 :
산학협력원 507호

연구실번호 :
2434

이메일 :
kasohn@ajou.ac.kr

연구관심분야 :
Machine Learning/Data Mining/Biomedical Informatics

홈페이지 :
https://sites.google.com/site/kasohn/
학력
졸업연도/학교/학위
2011.12 Carnegie Mellon Univ 박사
졸업연도/학교/학위
2003.02 서울대학교 석사
졸업연도/학교/학위
2000.02 서울대학교 학사
경력 * 2012.03 - 2013.02 Research Assistant Professor, College of Medicine/Systems Biomedical Informatics Research Center, 서울대학교
* 2012.01 - 2012.02 Post-Doctoral Fellow, Machine Learning Department, School of Computer Science, Carnegie Mellon University, USA
* 2003.02 - 2005.05 Full-time researcher, Human-Computer-Interaction/Computing lab, 삼성종합기술원 
논문 및 연구활동
연구활동(주요논문)
  • [논문] hiHMM: Bayesian non-parametric joint inference of chromatin state maps (BIOINFORMATICS) - 2015.07
    손경아, 김주한, Djordje Djordjevic, Peter J. Park, 정현환, Joshua W. K. Ho
  • [논문] Comparative analysis of metazoan chromatin organization (NATURE) - 2014.08
    손경아, Peter J. Park, Joshua W.K.Ho
  • [논문] Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure (COMPUTATIONAL BIOLOGY AND CHEMISTRY) - 2014.06
    손경아, 이중섭, 정현환, 위규범, 임상섭
  • [논문] Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors (BMC SYSTEMS BIOLOGY) - 2013.12
    손경아, 임재현, 김주한, 김도균
  • [논문] Robust estimation of local genetic ancestry in admixed populations using a nonparametric Bayesian approach (GENETICS) - 2012.08
    손경아, Zoubin Ghahramani, Eric P. Xing
국제학술논문지
  • [논문] A comment on two-locus epistatic interaction models for genome-wide association studies (JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY) - 2015.08
    위규범, 손경아
  • [논문] Integrative network analysis for survival-associated gene-gene interactions across multiple genomic profiles in ovarian cancer (JOURNAL OF OVARIAN RESEARCH) - 2015.07
    손경아, 정현환, 임상섭, 위규범
  • [논문] hiHMM: Bayesian non-parametric joint inference of chromatin state maps (BIOINFORMATICS) - 2015.07
    손경아, 김주한, Djordje Djordjevic, Peter J. Park, 정현환, Joshua W. K. Ho
  • [논문] Interpretation of personal genome sequencing data in terms of disease ranks based on mutual information (BMC MEDICAL GENOMICS) - 2015.05
    손경아, 김주한, 나영지
  • [논문] Discovering genomic associations on cancer datasets by applying sparse regression methods (LECTURE NOTES IN ELECTRICAL ENGINEERING) - 2015.02
    손경아, VANGIMALLA REDDY RANI
  • [논문] Investigating the Effectiveness of E-mail Spam Image Data for Phone Spam Image Detection Using Scale Invariant Feature Transform Image Descriptor (LECTURE NOTES IN ELECTRICAL ENGINEERING) - 2015.02
    손경아, Yenewondim Biadgie, 김소연
  • [논문] Investigating the Utility of Clinical Outcome-guided Mutual Information Network in Network-based Cox Regression (BMC SYSTEMS BIOLOGY) - 2015.01
    손경아, 정현환, 김소연, 위규범
  • [논문] Comparative analysis of metazoan chromatin organization (NATURE) - 2014.08
    손경아, Peter J. Park, Joshua W.K.Ho
  • [논문] Knowledge Boosting: A graph-based integration with multi-omics data and genomic knowledge for cancer clinical outcome prediction (JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION) - 2014.07
    김주한, 정제근, 손경아, Marylin D. Richie, 김도균, 신현정, 박유랑
  • [논문] Fast detection of high-order epistatic interactions in genome-wide association studies using information theoretic measure (COMPUTATIONAL BIOLOGY AND CHEMISTRY) - 2014.06
    손경아, 이중섭, 정현환, 위규범, 임상섭
  • [논문] Incorporating inter-relationships between different levels of genomic data into cancer clinical outcome prediction (METHODS) - 2014.06
    김주한, 김도균, Marylyn D. Ritchie, Anurag Verma, 손경아, 신현정
  • [논문] Relative impact of multi-layered genomic data on gene expression phenotypes in serous ovarian tumors (BMC SYSTEMS BIOLOGY) - 2013.12
    손경아, 임재현, 김주한, 김도균
  • [논문] MicroRNA-centric measurement improves functional enrichment analysis of co-expressed and differentially expressed microRNA clusters (BMC GENOMICS) - 2012.12
    손경아, 이수연, 김주한
  • [논문] Robust estimation of local genetic ancestry in admixed populations using a nonparametric Bayesian approach (GENETICS) - 2012.08
    손경아, Zoubin Ghahramani, Eric P. Xing
  • [논문] A multivariate regression approach to association analysis of a quantitative trait network (BIOINFORMATICS) - 2009.06
    손경아, Eric P. Xing, Seyoung Kim
  • [논문] A hierarchical Dirichlet process mixture model for haplotype reconstruction from multi-population data (ANNALS OF APPLIED STATISTICS) - 2009.06
    손경아, Eric P. Xing
  • [논문] View influence analysis and optimization for multiview face recognition (EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING) - 2007.08
    이원숙, 손경아
  • [논문] Spectrum: joint Bayesian inference of population structure and recombination events (BIOINFORMATICS) - 2007.07
    손경아, Eric P. Xing
  • [논문] Hidden Markov Dirichelt Process: Modeling Genetic inference in open ancestral space (BAYESIAN ANALYSIS) - 2007.01
    Eric P. Xing, 손경아
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