佐藤健一 滋賀大学 データサイエンス学系
Kenichi Satoh

Kenichi SATOH, Ph.D.

Professor

Associate Dean of Faculty of Data Science

Shiga University, JAPAN

https://www.ds.shiga-u.ac.jp/

https://www.shiga-u.ac.jp/

Address

Banba 1-1-1, Hikone 522-8522, JAPAN

Tel: +81-749-27-1067

kenichi-satoh _at_ biwako.shiga-u.ac.jp (Please replace _at_ by @)

ORCID: 0000-0003-4436-9347

Our Previous Research

DSAIR24 at University of Canberra

Data Science and AI & Robotics (DSAIR24) @University of Canberra, 19 July 2024

DSAIR24 Presentation

Our Ongoing Research / arXiv

  • K. Satoh: Applying non-negative matrix factorization with covariates to multivariate time series data as a vector autoregression model, Japanese Journal of Statistics and Data Science, in press. DOI
  • R package for NMF: nmfkc in GitHub https://ksatohds.github.io/nmfkc/
  • K. Satoh: Applying Non-negative Matrix Factorization with Covariates to the Longitudinal Data as Growth Curve Model. arXiv
  • K. Satoh: Applying non-negative matrix factorization with covariates to label matrix for classification. arXiv
  • K. Satoh: Applying non-negative matrix factorization with covariates to structural equation modeling for blind input-output analysis. arXiv
  • K. Satoh: Wild bootstrap inference for non-negative matrix factorization with random effects. arXiv

Work Experience

Apr 2021 - Present

Professor, Faculty of Data Science, Shiga University

Apr 2019 - Present

Professor, The Center for Data Science Education and Research, Shiga University

Apr 2010 - March 2019

Associate Professor, Research Institute for Radiation Biology and Medicine, Hiroshima University

Dec 2006 - Oct 2007

Visiting Researcher, School of Mathematics and Statistics, UNSW, Australia

Jul - Nov 2001

Visiting Researcher, MRC Harwell Institute, Medical Research Council, U.K.

Jun 1999

Ph.D. from Prof. Yasunori FUJIKOSHI at Hiroshima University

Awards

  • JSAS Best Paper Award 2023
  • Best Paper Award, BCD 2017
  • JSAS Best Paper Award 2015
  • JSAS Best Paper Award 2010

Publication List (English)

  1. K. Satoh: Wild bootstrap inference for non-negative matrix factorization with random effects. arXiv
  2. K. Satoh: Applying non-negative matrix factorization with covariates to multivariate time series data as a vector autoregression model, Japanese Journal of Statistics and Data Science, in press. DOI
  3. T. Nakama et al.: Respiratory Care, in press. DOI
  4. A. Jimura et al.: ERA, Vols. 41 & 42, pp. 3-22.
  5. R. Kawabata et al.: Int J Clin Oncol, 29, 1334-1346, 2024. DOI
  6. Y. Kuroda et al.: Geriatr Gerontol Int, 1-8, 2024. DOI
  7. A. Goto et al.: Lancet Reg Health, 40, 1-3, 2023. DOI
  8. L. Kinoshita et al.: Front Commun, 8, 2023. DOI
  9. Y. Kuroda et al.: Int J Environ Res Public Health, 19(16), 2022. DOI
  10. Y. Sakamoto et al.: J Infect Chemother, 28(10), 1439-1444, 2022. DOI
  11. R. Okazaki et al.: J Radiat Res, 63, 44-50, 2022. DOI
  12. N. Hara et al.: Mol Brain, 13, 163, 2020. DOI
  13. H. Toki et al.: Sci Rep, 10, 4074, 2020. DOI
  14. H. Sekiguchi et al.: Am J Emerg Med, 38(7), 1436-1440, 2020. DOI
  15. A. Goto et al.: JMA Journal, 3(1), 67-72, 2020. DOI
  16. H. Obinata et al.: J Lipid Res, 60(1), 1912-1921, 2019. DOI
  17. T. Yoshiya et al.: Invest New Drugs, 38, 485-492, 2020. DOI
  18. L. Shi et al.: Radiat Res, 190, 424-432, 2018. DOI
  19. K. Satoh et al.: Radiat Prot Dosimetry, 180, 346-350, 2018. DOI
  20. A. Hasegawa et al.: J Radiat Res, 59, 2, 83-90, 2018. DOI
  21. S. Izumi et al.: Int J Network Distrib Comput, 5, 243-253, 2017. DOI
  22. H. Watanabe et al.: Am J Hypertens, 31(1), 43-47, 2017. DOI
  23. K. Tanaka et al.: Radiat Environ Med, 6(2) 62-70, 2017. DOI
  24. K. Kamo et al.: FORMATH, 16, 12-21, 2017. DOI
  25. T. Tonda and K. Satoh: J Japan Stat Soc, 47, 1-12, 2017. DOI
  26. V. Stepanenko et al.: Radiat Environ Biophys, 56(1), 47-54, 2017. DOI
  27. K. Satoh et al.: Am J Math Manage Sci, 35(4), 353-360, 2016. DOI
  28. J. Matsuba et al.: Hiroshima J Med Sci, 65(2), 35-43, 2016. Link
  29. N. Hara et al.: Hiroshima J Med Sci, 65(2), 45-51, 2016. Link
  30. K. Satoh and T. Tonda: Am J Math Manage Sci, 35(3), 183-193, 2016. DOI
  31. T. Tonda et al.: J Epidemiol, 25(10), 639-646, 2015. DOI
  32. K. Satoh and T. Tonda: J Japan Stat Soc, 44(1), 25-41, 2014. DOI
  33. K. Ito et al.: Asian Pac J Cancer Prev, 14(8), 4897-902, 2013. DOI
  34. K. Kamo et al.: Commun Stat Theory Methods, 42, 1911-1921, 2013. DOI
  35. T. Tonda et al.: IPSHU English Research Report Series, Vol. 28, 57-65, 2012. DOI
  36. K. Tanaka et al.: J Radiol Prot, 33, 61-70, 2012. DOI
  37. H. Yanagihara et al.: Linear Algebra Appl, 436, 4329-4341, 2012. DOI
  38. T. Tonda et al.: Radiat Environ Biophys, 51(2), 133-141, 2012. DOI
  39. I. Nagai et al.: Hiroshima Math J, 42, 301-324, 2012. DOI
  40. T. Tonda et al.: Aust NZ J Stat, 53(2), 247-256, 2011. DOI
  41. M. Ohtaki et al.: BMC Bioinformatics, 11, 183, 2010. DOI
  42. K. Satoh and H. Yanagihara: Am J Math Manage Sci, 30(3&4), 243-256, 2010. DOI
  43. H. Yanagihara and K. Satoh: J Multivar Anal, 101, 1226-1238, 2010. DOI
  44. K. Oki et al.: Hypertens Res, 33, 326-330, 2010. DOI
  45. J. Horiguchi et al.: Acad Radiol, 16, 1231-1240, 2009. DOI
  46. K. Tanaka et al.: Radiat Res, 171, 290-301, 2009. DOI
  47. K. Nijiati et al.: Hiroshima J Med Sci, 57(2), 61-67, 2008. Link
  48. K. Kamo et al.: Jpn J Clin Oncol, 37(2), 150-155, 2007. DOI
  49. K. Otani et al.: JP J Biostat, 1(3), 283-306, 2007. Link
  50. S. Takaki et al.: Intervirology, 50, 439-446, 2007. DOI
  51. M. Matsuo et al.: J Radiat Res, 47, 219-224, 2006. DOI
  52. Y. Nitta et al.: J Vet Med Sci, 68(7), 2006. DOI
  53. M. M. Rahman et al.: Hiroshima J Med Sci, 55(1), 17-28, 2006. Link
  54. K. Satoh and M. Ohtaki: Commun Stat Theory Methods, 35-4, 641-648, 2006. DOI
  55. M. Ohtaki et al.: Jpn J Biometrics, 26, 31-48, 2005. DOI
  56. K. Hiyama et al.: Int J Oncol, 27, 87-95, 2005. DOI
  57. F. Yamasaki et al.: Radiology, 235-3, 985-991, 2005. DOI
  58. Y. Nitta et al.: J Radiat Res, 45-1, 2004. DOI
  59. T. Tanaka et al.: Int J Cancer, 111, 617-626, 2004. DOI
  60. K. Satoh and M. Ohtaki: Commun Stat Theory Methods, 33-10, 1-14, 2004. DOI
  61. K. Satoh et al.: Jpn J Biometrics, 25, 61-67, 2004. DOI
  62. K. Satoh et al.: Commun Stat Comput Simul, 32-1, 179-190, 2003. DOI
  63. H. Kawasaki et al.: Jpn J Clin Oncol, 30, 557-561, 2000. DOI
  64. T. Nakayama et al.: Jpn J Biometrics, 20, 155-166, 2000. DOI
  65. K. Satoh: Hiroshima Math J, 30, 29-53, 2000. (Ph.D.) DOI
  66. K. Otani et al.: Jpn J Biometrics, 20, 41-55, 1999. DOI
  67. Y. Fujikoshi and K. Satoh: Biometrika, 84, 707-716, 1997. DOI (JSTOR)
  68. K. Satoh et al.: J Multivar Anal, 60, 277-292, 1997. DOI
  69. K. Satoh: J Japan Stat Soc, 27, 135-140, 1997. DOI
  70. Y. Fujikoshi and K. Satoh: Hiroshima Math J, 26(3), 635-647, 1996. DOI