Kenichi SATOH Faculty of Data Science, Shiga University
Kenichi Satoh

Kenichi SATOH, Ph.D.

Professor

Assistant to the President

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

DSAIR24 at University of Canberra

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

DSAIR24 Presentation

Our Ongoing Research

  • 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, 9, 79-97, 2026. DOI
  • K. Satoh: Applying non-negative matrix factorization with covariates to label matrix for classification, Japanese Journal of Statistics and Data Science, 2026. DOI arXiv
  • R package for NMF: nmfkc, officially registered on CRAN (Apr 2026); see also https://ksatohds.github.io/nmfkc/

Work Experience

Oct 2026 - Mar 2027

Assistant to the President, Shiga University (concurrent)

Apr 2026 - Present

Director, OHMI Data Science Initiative (General Incorporated Association; concurrent)

Apr 2023 - Present

Associate Dean, Faculty of Data Science, Shiga University (concurrent)

Apr 2021 - Present

Professor, Faculty of Data Science, Shiga University

Apr 2019 - Present

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

Jan 2010 - Mar 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

Jun - Nov 2001

Visiting Researcher, MRC Harwell Institute, Medical Research Council, U.K. (dispatched as an Overseas Research Fellow of MEXT, Japan)

Jun 1999

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

Awards

  • Best Teacher Award, Faculty of Data Science, Shiga University (1st, Spring 2025)
  • JSAS Best Paper Award 2023
  • Best Paper Award, BCD 2017
  • JSAS Best Paper Award 2015
  • JSAS Best Paper Award 2010

Professional Service

Publication List (English)

  1. K. Satoh: Am J Math Manage Sci, 1-21, 2026. DOI arXiv
  2. N. Kondo et al.: PLOS ONE, accepted.
  3. T. Nakama et al.: Acute Crit Care, 2026. DOI
  4. K. Satoh: Jpn J Stat Data Sci, 2026. DOI arXiv
  5. K. Satoh: Jpn J Stat Data Sci, 9, 79-97, 2026. DOI
  6. T. Nakama et al.: Respir Care, 70(8), 979-986, 2025. DOI
  7. A. Jimura et al.: ERA, Vols. 41 & 42, pp. 3-22.
  8. R. Kawabata et al.: Int J Clin Oncol, 29, 1334-1346, 2024. DOI
  9. Y. Kuroda et al.: Geriatr Gerontol Int, 24, 221-228, 2024. DOI
  10. A. Goto et al.: Lancet Reg Health West Pac, 40, 100946, 2023. DOI
  11. L. Kinoshita et al.: Front Commun, 8, 2023. DOI
  12. Y. Kuroda et al.: Int J Environ Res Public Health, 19(16), 10094, 2022. DOI
  13. Y. Sakamoto et al.: J Infect Chemother, 28(10), 1439-1444, 2022. DOI
  14. R. Okazaki et al.: J Radiat Res, 63, 44-50, 2022. DOI
  15. N. Hara et al.: Mol Brain, 13, 163, 2020. DOI
  16. H. Toki et al.: Sci Rep, 10, 4074, 2020. DOI
  17. H. Sekiguchi et al.: Am J Emerg Med, 38(7), 1436-1440, 2020. DOI
  18. A. Goto et al.: JMA Journal, 3(1), 67-72, 2020. DOI
  19. H. Obinata et al.: J Lipid Res, 60(11), 1912-1921, 2019. DOI
  20. T. Yoshiya et al.: Invest New Drugs, 38, 485-492, 2020. DOI
  21. L. Shi et al.: Radiat Res, 190, 424-432, 2018. DOI
  22. K. Satoh et al.: Radiat Prot Dosimetry, 180, 346-350, 2018. DOI
  23. A. Hasegawa et al.: J Radiat Res, 59, 2, 83-90, 2018. DOI
  24. S. Izumi et al.: Int J Network Distrib Comput, 5, 243-253, 2017. DOI
  25. H. Watanabe et al.: Am J Hypertens, 31(1), 43-47, 2017. DOI
  26. K. Tanaka et al.: Radiat Environ Med, 6(2) 62-70, 2017. DOI
  27. K. Kamo et al.: FORMATH, 16, 12-21, 2017. DOI
  28. T. Tonda and K. Satoh: J Japan Stat Soc, 47, 1-12, 2017. DOI
  29. V. Stepanenko et al.: Radiat Environ Biophys, 56(1), 47-54, 2017. DOI
  30. K. Satoh et al.: Am J Math Manage Sci, 35(4), 353-360, 2016. DOI
  31. J. Matsuba et al.: Hiroshima J Med Sci, 65(2), 35-43, 2016. Link
  32. N. Hara et al.: Hiroshima J Med Sci, 65(2), 45-51, 2016. Link
  33. K. Satoh and T. Tonda: Am J Math Manage Sci, 35(3), 183-193, 2016. DOI
  34. T. Tonda et al.: J Epidemiol, 25(10), 639-646, 2015. DOI
  35. K. Satoh and T. Tonda: J Japan Stat Soc, 44(1), 25-41, 2014. DOI
  36. K. Ito et al.: Asian Pac J Cancer Prev, 14(8), 4897-902, 2013. DOI
  37. K. Kamo et al.: Commun Stat Theory Methods, 42, 1911-1921, 2013. DOI
  38. T. Tonda et al.: IPSHU English Research Report Series, Vol. 28, 57-65, 2012. DOI
  39. K. Tanaka et al.: J Radiol Prot, 33, 61-70, 2012. DOI
  40. H. Yanagihara et al.: Linear Algebra Appl, 436, 4329-4341, 2012. DOI
  41. T. Tonda et al.: Radiat Environ Biophys, 51(2), 133-141, 2012. DOI
  42. I. Nagai et al.: Hiroshima Math J, 42, 301-324, 2012. DOI
  43. T. Tonda et al.: Aust NZ J Stat, 53(2), 247-256, 2011. DOI
  44. M. Ohtaki et al.: BMC Bioinformatics, 11, 183, 2010. DOI
  45. K. Satoh and H. Yanagihara: Am J Math Manage Sci, 30(3&4), 243-256, 2010. DOI
  46. H. Yanagihara and K. Satoh: J Multivar Anal, 101, 1226-1238, 2010. DOI
  47. K. Oki et al.: Hypertens Res, 33, 326-330, 2010. DOI
  48. J. Horiguchi et al.: Acad Radiol, 16, 1231-1240, 2009. DOI
  49. K. Tanaka et al.: Radiat Res, 171, 290-301, 2009. DOI
  50. K. Nijiati et al.: Hiroshima J Med Sci, 57(2), 61-67, 2008. Link
  51. K. Kamo et al.: Jpn J Clin Oncol, 37(2), 150-155, 2007. DOI
  52. K. Otani et al.: JP J Biostat, 1(3), 283-306, 2007. Link
  53. S. Takaki et al.: Intervirology, 50, 439-446, 2007. DOI
  54. M. Matsuo et al.: J Radiat Res, 47, 219-224, 2006. DOI
  55. Y. Nitta et al.: J Vet Med Sci, 68(7), 2006. DOI
  56. M. M. Rahman et al.: Hiroshima J Med Sci, 55(1), 17-28, 2006. Link
  57. K. Satoh and M. Ohtaki: Commun Stat Theory Methods, 35-4, 641-648, 2006. DOI
  58. M. Ohtaki et al.: Jpn J Biometrics, 26, 31-48, 2005. DOI
  59. K. Hiyama et al.: Int J Oncol, 27, 87-95, 2005. DOI
  60. F. Yamasaki et al.: Radiology, 235-3, 985-991, 2005. DOI
  61. Y. Nitta et al.: J Radiat Res, 45(2), 245-251, 2004. DOI
  62. T. Tanaka et al.: Int J Cancer, 111, 617-626, 2004. DOI
  63. K. Satoh and M. Ohtaki: Commun Stat Theory Methods, 33(10), 2409-2422, 2004. DOI
  64. K. Satoh et al.: Jpn J Biometrics, 25, 61-67, 2004. DOI
  65. K. Satoh et al.: Commun Stat Comput Simul, 32-1, 179-190, 2003. DOI
  66. H. Kawasaki et al.: Jpn J Clin Oncol, 30, 557-561, 2000. DOI
  67. T. Nakayama et al.: Jpn J Biometrics, 20, 155-166, 2000. DOI
  68. K. Satoh: Hiroshima Math J, 30, 29-53, 2000. (Ph.D.) DOI
  69. K. Otani et al.: Jpn J Biometrics, 20, 41-55, 1999. DOI
  70. Y. Fujikoshi and K. Satoh: Biometrika, 84, 707-716, 1997. DOI (JSTOR)
  71. K. Satoh et al.: J Multivar Anal, 60, 277-292, 1997. DOI
  72. K. Satoh: J Japan Stat Soc, 27, 135-140, 1997. DOI
  73. Y. Fujikoshi and K. Satoh: Hiroshima Math J, 26(3), 635-647, 1996. DOI