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Effective Classification for High-Dimensional Data
by Aoshima and Yata (2011)

In the modern world, the study of statistics is crucial for the analysis of high-dimensional data in many fields, such as genetic microarrays, medical imaging, text recognition, finance, etc.

In our laboratory, one of our goals is to provide statistical analysis tools for high-dimensional data analysis, and to prove the high accuracy of our methodologies. Proof of high accuracy is unique in the field of high-dimensional data analysis, as is our use of geometrics, placing our laboratory on the cutting edge of modern science in the world.

NEWS

  • We held a symposium,
     "International Symposium on Recent Advances in Theories and Methodologies for Large Complex Data"
    at the Tsukuba International Congress Center and online (Zoom) on December 7-9, 2023.
Please look at THIS PAGE for further details. [Program/ Flyer]

  • We held a symposium,
     "International Symposium on New Developments of Theories and Methodologies for Large Complex Data"
    at the Tsukuba International Congress Center and online (Zoom) on November 5-6, 2021.

  • Prof. Makoto Aoshima has received
    Awards for Science and Technology 2020 (Research Category):
    The Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology
Please look at THIS PAGE for further details.

  • Our paper has been selected as the top 10 of 2019's highly downloaded articles in Statistics. http://bit.ly/38Pnijw
"Inference on High-Dimensional Mean Vectors under the Strongly Spiked Eigenvalue Model"
Ishii, A., Yata, K., Aoshima, M.
Japanese Journal of Statistics and Data Science, 2 (2019), 105-128
Please look at THIS PAGE for further details.

  • We held a symposium,
     "International Symposium on Theories and Methodologies for Large Complex Data"
    at the Tsukuba International Congress Center on November 21-23, 2019.
Please look at THIS PAGE for further details.

  • Our paper has been recognized as TOP DOWNLOADED ARTICLE 2018-2019.
"A Survey of High Dimension Low Sample Size Asymptotics"
Aoshima, M., Shen, D., Shen, H., Yata, K., Zhou, Y., Marron, J. S.
Australian & New Zealand Journal of Statistics
Special Issue in Honour of Peter Gavin Hall, 60 (2018), 4-19
Please look at THIS PAGE for further details.

  • The Mathematical Society of Japan Public Lecture "High-Dimensional Statistics" was given by Prof. Makoto Aoshima.
    Enjoy his lecture from here!

  • We held a symposium,
    "International Symposium on Statistical Theory and Methodology
    for Large Complex Data"
    at the University of Tsukuba on November 16-18, 2018.
Please look at THIS PAGE for further details. [Program/ Flyer]

  • We held a seminar by Prof. Nitis Mukhopadhyay on November 14, 2018.
Please look at THIS PAGE for further details.

  • We held a symposium,
     "International Symposium on Statistical Analysis for Large Complex Data"
    at the University of Tsukuba on November 21-23, 2016.
Please look at THIS PAGE for further details. [Program/ Flyer/ Report]

  • We held a public lecture, "High-Dimensional Statistics", at the University of Tsukuba
    on March 19, 2016.

  • We held a workshop,
    "Workshop on Theories and Methods for Large Complex Data: Recent Developments"
    at the University of Tsukuba on November 16-18, 2015.

  • We held a seminar by Prof. J. S. Marron on February 20, 2015.
Please look at THIS PAGE for further details.

  • We held a workshop,
     "Workshop on Statistical Methods for Large Complex Data"
    at the University of Tsukuba on November 10-12, 2014.
Please look at THIS PAGE for further details. [Program/ Flyer]


  • We held a symposium,
     "Theories and Methodologies for High-Dimensional Data Analysis and
      their Applications to Related Fields"
    at the University of Tsukuba on November 25-27, 2013.

RECENT AWARDS

  • 2022 Best Faculty Member Award (Research): University of Tsukuba
  • 2022 Ogawa prize: Japan Statistical Society
  • 2021 Best Faculty Member Award (Research): University of Tsukuba
  • Awards for Science and Technology 2020 (Research Category):
    The Commendation for Science and Technology by the Minister of Education, Culture, Sports, Science and Technology
  • 2020 Dean Award, Graduate School of Pure and Applied Sciences:
    University of Tsukuba
  • Abraham Wald Prize in Sequential Analysis 2019
  • Tokyo Academy of Physics Award: Tokyo University of Science
  • Outstanding Poster Presentation Award: The Japan Statistical Society Spring Meeting 2019
  • IWP Memorial Award: Tsukuba Global Science Week 2018
  • Outstanding Poster Presentation Award: The Japan Statistical Society Spring Meeting 2018
  • 2017 Best Faculty Member Award (Research): University of Tsukuba
  • 2017 Honored Evaluator Award: Japan Society for the Promotion of Science
  • 2017 Japan Statistical Society Award
  • 2016 Meikei Award: University of Tsukuba
  • 2016 Dean Award, Graduate School of Pure and Applied Sciences:
    University of Tsukuba
  • Outstanding Presentation Award: The 15th Japanese Joint Statistical Meeting
  • Outstanding Poster Presentation Award: The Japan Statistical Society Spring Meeting 2014
  • 2013 Dean Award, Graduate School of Pure and Applied Sciences:
    University of Tsukuba
  • 2013 Honored Evaluator Award: Japan Society for the Promotion of Science
  • 2013 Young Researcher Award in University of Tsukuba
  • 2012 Best Faculty Member Award (Research): University of Tsukuba
  • 2012 Japan Statistical Society Research Achievement Award
  • Abraham Wald Prize in Sequential Analysis 2012

CONTACT

Please contact us by E-mail: aoshima[at]math.tsukuba.ac.jp

Office:
D802 Institute of Natural Sciences
Seminar Room:
D816 Institute of Natural Sciences
Address:
Institute of Mathematics, University of Tsukuba
1-1-1 Tennodai, Tsukuba, Ibaraki 305-8571, Japan