Seiya Imoto Ph.D.

JAPANESE PAGE IS HERE

Academic Record

April 1992 -- March 1996 
    Department of Mathematics, Undergraduate School, Kyushu University
    Degree : Bachelor of Science

April 1996 -- March 1998 
    Graduate School of Mathematics, Kyushu University
    Degree : Master of Science 

April 1998 -- March 26, 2001 
    Graduate School of Mathematics, Kyushu University
    Degree : Doctor of Science

Professional Record

January 1999 -- March 2001
    Research Fellow of the Japan Society of the Promotion of Science for Young Scientists (DC2, Statistical Science)

April 2001 -- November 2001
    Post Doctoral Fellow
    Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo

December 2001 -- February 2007
    Assistant Professor
    Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo

February 2007 -- Present
    Associate Professor
    Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo

Others

   Member of Japan Statistical Society WEB
   Member of Japanese Society of Applied Statistics WEB
   Member of Biometric Society of Japan (Council member 2003.1--2006.12) WEB
   Member of International Society for Computational Biology WEB
   Member of Japanese Society for Bioinformatics WEB

   Part-time lecturer of Graduate School of Medicine, Kurume University (2004.4--)
   Part-time lecturer of JST BioMedical Omics (BMO) Information, Tokyo Medical and Dental University (2006--)
   Part-time lecturer of Kyoto University (2007.4--)
   Lecturer of Education and Research Organization for Genome Information Science (2002.4--2007.3)
   Lecturer of Kanagawa Academy of Science and Technology (KAST) (2002--2006)
   Part-time lecturer of Research Institute for Radiation Biology and Medicine, Hiroshima University (2003.4--2004.3)

   Editorial Board Member of JP Journal of Biostatistics (2006 --)
   Assosiate Editor of Japanese Journal of Applied Statistits (2006 --)
   Assosiate Editor of Japanese Journal of Biometrics (2009 --)

   Program Committee Member of KELSI2004, GIW2007, IBSB2007, GIW2008, PRIB2008, GIW2009, CEC2009

Research

Key words:
Multivariate analysis, Nonlinear, Smoothing, Bayes, Regression, Semiparametric and nonparametric method,
Discriminant analysis, Classification, Statistical pattern recognition, Density estimation, Neural network,
Radial basis functions network, Functional data analysis, Bayesian network, Spline, Kernel method,
Information criterion, Model evaluation, Change point analysis, Genome, Bioinformatics,
microarray gene expression data, Gene network, SNP analysis, Drug target discovery, Tumor classification
Protein-protein interaction network, Signaling pathway estimation, Data assimulation, Statistical causal discovery
Computational drug target gene discovery

Publications: Papers

Presentations: at International Conference

(Publications and Presentations in Japanese are compiled in JAPANESE PAGE)

Grant: See JAPANESE PAGE.

Contact

    Laboratory of DNA Information Analysis, Human Genome Center,
    Institute of Medical Science, University of Tokyo

    4-6-1 Shirokanedai, Minato-ku, Tokyo 108-8639 Japan
    Phone: +81-3-5449-5615
    Fax: +81-3-5449-5442
    E-mail: imoto[at]ims.u-tokyo.ac.jp