Rchr
J-GLOBAL ID：200901053814319100   Update date: Mar. 04, 2024

Kuroda Masahiro

クロダ マサヒロ | Kuroda Masahiro
Affiliation and department：
Okayama University of Science Faculty of Management, Department of Management

About Okayama University of Science Faculty of Management, Department of Management


Job title： Professor
Research field  (1)： Statistical science
Research keywords  (4)： 欠測データ解析 ,  計算機統計 ,  Missing data analysis ,  Computational Statistics
Research theme for competitive and other funds  (15)：
  • 2023 - 2026 A Corpus-Based Study of English Tense and Aspect and Its Application to English Language Teaching
  • 2021 - 2025 Speed-up of computation of the bootstrap method for incomplete data
  • 2021 - 2024 複雑化データの情報抽出のための次元・変数縮約と同時推定及び計算環境の研究
  • 2019 - 2022 コーパス分析に基づく英語法助動詞と法副詞の研究と英語教育への応用
  • 2017 - 2020 尺度混在・複雑化大規模データの特徴抽出と対話的情報把握の研究
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Papers (29)：
  • Masahiro Kuroda, Zhi Geng. Acceleration of the EM algorithm. Wiley Interdisciplinary Reviews: Computational Statistics. 2023
  • Masahiro Kuroda, Akira Oyabu, Ryohei Takahashi. Structural Equation Modeling for the Interplay Among Consumer Engagements with Multiple Engagement Objects in Consumer’s Fashion. Lecture Notes in Computer Science. 2023. 114-126
  • Masahiro Kuroda, Yuichi Mori, Masaya Iizuka. Speeding up the convergence of the alternating least squares algorithm using vector ε acceleration and restarting for nonlinear principal component analysis. Computational Statistics Computational Statistics. 2022. 38. 101. 243-262
  • Masahiro Kuroda. Fast computation of the EM algorithm for mixture models. Computational Statistics and Applications. 2021. 1-17
  • Masahiro Kuroda, Yuichi Mori, Masaya Iizuka. Initial value selection for the alternating least squares algorithm. Advanced Studies in Classification and Data Science. 2020. 227-239
ｍore...
MISC (32)：
  • Masahiro Kuroda, Yuichi Mori. Speeding up the computation of a nonnegative matrix factorization algorithm. International Conference on Data Science. 2023
  • Kuroda, M., Oyabu, A., Takahashi, R. Structural Equation Modeling for the Interplay Among Consumer Engagements with Multiple Engagement Objects in Consumer’s Fashion. 25TH INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION. 2023
  • Kuroda, M. Acceleration of bootstrap computation for incomplete data. IASC-ARS2022. 2022
  • Kuroda, M, Mori, Y, Iizuka, M. Improvement of Computation for Nonlinear Multivariate Methods. The 10th Conference of the IASC-ARS/68th Annual NZSA Conference. 2018
  • Kuroda, M, Mori, Y. Speed-up bootstrap computation for the covariance matrix of MLEs from incomplete data. 2nd International Conference on Econometrics and Statistics EcoSta2018. 2018. 28-28
ｍore...
Books (6)：
  • EM algorithm
    Kyouritsu Syuppan 2020
  • Least Squares and Alternative Least Squares Algorithms
    Kyouritsu Syuppan 2017
  • Nonlinear Principal Component Analysis and Its Applications
    JSS Research Series in Statistics, Springer 2016
  • Analysis of contingency tables. In Statistical Methods for Biostatistics and Related Fields (W. Härdle, Y. Mori and P. View. Eds.), 105-124
    Springer 2006
  • Markov chain Monte Carlo. In The EM algorithm and related statistical models (Watanabe M. and Yamaguchi K., Ed.), 127-157.
    Marcel Dekker 2003
ｍore...
Education (2)：
  • 1997 - 2000 Tokyo University of Science Graduate School of Engineering
  • 1988 - 1992 Okayama University of Science Faculty of Science Department of Applied Mathematics
Professional career (1)：
  • Doctor of Engineer (Tokyo University of Science)
Work history (6)：
  • 2017/04 - 現在 Okayama University of Science Department of Management Professor
  • 2015/04 - 2017/03 Okayama University of Science Department of Socio-Information Professor
  • 2007/04 - 2015/03 Okayama University of Science Department of Socio-Information Associate Professor
  • 2002/04 - 2007/03 Okayama University of Science Department of Socio-Information Lecture
  • 2001/04 - 2002/03 Kurashiki University of Science and the Arts Department of Computer Science and Mathematics Lecture
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Committee career (4)：
  • 2018 - 現在 Japanese Journal of Statistics and Data Science Associate Editor
  • 2011 - 現在 Computational Statistics Associate Editor
  • 2015 - 2017 Computational Statistics and Data Analysis Associate Editor
  • 2013 - 2017 Journal of the Japanese Society of Computational Statisitcs Associate Editor
Awards (2)：
  • 2010 - Japanese Society of Computational Statistics Award for Distinguished Investigator
  • 2002 - Japanese Society of Computational Statistics Award for Young Investigator
Association Membership(s) (6)：
Japanese Society of Computational Statistics ,  The Japanese Classification Society ,  Japanese Society of Applied Statistics ,  The Biometric Society of Japan ,  The Behaviormetric Society ,  Japan Statistical Society
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