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Matsui Hidetoshi  松井 秀俊

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Researcher Number 90633305
Other IDs
Affiliation (Current) 2020: 滋賀大学, データサイエンス学部, 准教授
Affiliation (based on the past Project Information) *help 2016 – 2020: 滋賀大学, データサイエンス学部, 准教授
2018: 九州大学, 数理(科)学研究科(研究院), 助教
2016: 滋賀大学, データサイエンス教育研究センター, 准教授
2013 – 2015: 九州大学, 数理(科)学研究科(研究院), 助教
Review Section/Research Field
Principal Investigator
Statistical science / Complex systems / Basic Section 60030:Statistical science-related
Except Principal Investigator
Statistical science / Digestive surgery / Medium-sized Section 60:Information science, computer engineering, and related fields
Keywords
Principal Investigator
関数データ解析 / モデル選択 / 繰り返し測定データ解析 / スパース正則化 / 経時測定データ解析 / 統計数学 / 統計的モデリング / トランスオミックス解析 / 多変量解析 / 高次元データ … More / 非線形モデリング / スパース推定 / 回帰分析 / 変数選択 … More
Except Principal Investigator
統計数学 / 高次元データ / スパースモデリング / 太陽活動 / 磁気嵐指数 / 遺伝子間制御ネットワーク / マルチラベル判別 / 構造的SVM / 自己回帰型回帰モデル / 超高解像度画像 / 遺伝子ネットワーク / コンピュータビジョン / 植物の表現型 / 時空間モデリング / 遺伝子発現 / 倍数体 / 森林減少 / パターン認識 / ノンパラメトリック推測 / カーネル型推定 / 機械学習 / 変数選択 / 生物統計 / ノンパラメトリック / カーネル分布関数推定 / 境界バイアス / サポートベクターマシン / 漸近理論 / 多群クラスタリング / 統計科学 / ノンパラメトリック法 / 情報基礎 / カーネル法 / カーネル推定 / 密度関数比 / 画像解析 / ハザード関数 / 疑似尤度 / クラスタリング / 情報量規準 / 癌 / シグナル伝達 / 核酸 / 生体分子 / データサイエンス / ゲノム / マイクロアレイ / 時空間データ / 高次元統計解析 / 深層学習 / 高次元小標本 Less
  • Research Projects

    (9 results)
  • Research Products

    (93 results)
  • Co-Researchers

    (58 People)
  •  Innovative Developments of Theories and Methodologies for Large Complex DataOngoing

    • Principal Investigator
      青嶋 誠
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 60:Information science, computer engineering, and related fields
    • Research Institution
      University of Tsukuba
  •  Development of the analysis of longitudinal data via functional data analysisPrincipal InvestigatorOngoing

    • Principal Investigator
      松井 秀俊
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60030:Statistical science-related
    • Research Institution
      Shiga University
  •  Higher order improvement of statistical inference based on the unification of several nonparametric methodsOngoing

    • Principal Investigator
      前園 宜彦
    • Project Period (FY)
      2016 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Statistical science
    • Research Institution
      Chuo University
      Kyushu University
  •  Formulation of statistical models for longitudinal data and estimation by the sparse regularizationPrincipal Investigator

    • Principal Investigator
      Matsui Hidetoshi
    • Project Period (FY)
      2016 – 2018
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Statistical science
    • Research Institution
      Shiga University
  •  Statistical modeling of spatio-temporal data on natural and social phenomena, and those understanding

    • Principal Investigator
      Nishii Ryuei
    • Project Period (FY)
      2015 – 2018
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Statistical science
    • Research Institution
      Kyushu University
  •  Theories and Methodologies for Large Complex DataOngoing

    • Principal Investigator
      青嶋 誠
    • Project Period (FY)
      2015 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Research Field
      Statistical science
    • Research Institution
      University of Tsukuba
  •  New construction of innovative drug discovery foundation technology for refractory gastrointestinal cancer targeting cancer metabolomics

    • Principal Investigator
      ISHII Hideshi
    • Project Period (FY)
      2014 – 2016
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Digestive surgery
    • Research Institution
      Osaka University
  •  がん細胞システムへの影響解明のための高次元統計的モデリング手法の開発Principal Investigator

    • Principal Investigator
      松井 秀俊
    • Project Period (FY)
      2013 – 2014
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      Kyushu University
  •  Development of statistical modeling with regularization for large scale dataPrincipal Investigator

    • Principal Investigator
      Matsui Hidetoshi
    • Project Period (FY)
      2013 – 2015
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Statistical science
    • Research Institution
      Kyushu University

All 2019 2018 2017 2016 2015 2014 2013 Other

All Journal Article Presentation Book

  • [Book] データサイエンス入門2019

    • Author(s)
      竹村 彰通、姫野 哲人、高田 聖治、和泉 志津恵、市川 治、梅津 高朗、北廣 和雄、齋藤 邦彦、佐藤 智和、白井 剛、田中 琢真、松井 秀俊
    • Total Pages
      212
    • Publisher
      学術図書出版社
    • ISBN
      9784780607017
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Book] スパース推定法による統計モデリング2018

    • Author(s)
      川野 秀一、松井 秀俊、廣瀬 慧
    • Total Pages
      168
    • Publisher
      共立出版
    • ISBN
      9784320112575
    • Data Source
      KAKENHI-PROJECT-15H01678
  • [Book] スパース推定法による統計モデリング2018

    • Author(s)
      川野秀一、松井秀俊、廣瀬慧
    • Total Pages
      155
    • Publisher
      共立出版
    • ISBN
      9784320112575
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Book] スパース推定法による統計モデリング2018

    • Author(s)
      川野 秀一、松井 秀俊、廣瀬 慧
    • Total Pages
      168
    • Publisher
      共立出版
    • ISBN
      9784320112575
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Book] 機械学習―データを読み解くアルゴリズムの技法2017

    • Author(s)
      Peter Flach (著), 竹村 彰通 (監修, 翻訳), 田中 研太郎 (翻訳), 小林 景 (翻訳), 兵頭 昌 (翻訳), 片山 翔太 (翻訳), 山本 倫生 (翻訳), 吉田 拓真 (翻訳), 林 賢一 (翻訳), 松井 秀俊 (翻訳), 小泉 和之 (翻訳), 永井 勇 (翻訳)
    • Total Pages
      392
    • Publisher
      朝倉書店
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Journal Article] Development of novel diagnostic system for pancreas cancer including early stages measuring mRNA of whole blood cells2019

    • Author(s)
      Sakai Yoshio、Honda Masao、Matsui Shigeyuki、Komori Osamu、Murayama Toshinori、Fujiwara Tadami、Mizuno Masaaki、Imai Yasuhito、Yoshimura Kenichi、Nasti Alessandro、Wada Takashi、Iida Noriho、Kitahara Masaaki、Horii Rika、Toshikatsu Tamai、Nishikawa Masashi、Okafuji Hirofumi、Mizukoshi Eishiro、et al
    • Journal Title

      Cancer Science

      Volume: 110 Pages: 1364-1388

    • DOI

      10.1111/cas.13971

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PLANNED-17H06394, KAKENHI-PROJECT-15H01678, KAKENHI-PROJECT-16H02668, KAKENHI-PROJECT-18H02793, KAKENHI-PROJECT-18H03211
  • [Journal Article] Quadratic regression for functional response models2019

    • Author(s)
      Matsui, H.
    • Journal Title

      Econometrics and Statistics

      Volume: 印刷中

    • DOI

      10.1016/j.ecosta.2018.12.003

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Journal Article] Multivariate functional clustering and its application to typhoon data2019

    • Author(s)
      Misumi, T., Matsui, H. and Konishi, S.
    • Journal Title

      Behaviormetrika

      Volume: 46 Pages: 163-175

    • DOI

      10.1007/s41237-018-0066-8

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-26240003, KAKENHI-PROJECT-16K00057, KAKENHI-PROJECT-16K16020
  • [Journal Article] Special feature: functional data analysis and its applications2019

    • Author(s)
      Gonzalez-Rodriguez, G., and Matsui, H.
    • Journal Title

      Behaviormetrika

      Volume: 46 Pages: 145-146

    • DOI

      10.1007/s41237-019-00081-9

    • Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Journal Article] 関数データに基づく統計的モデリング2019

    • Author(s)
      松井秀俊
    • Journal Title

      統計数理

      Volume: 印刷中

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Journal Article] A note on variable selection in functional regression via random subspace method2018

    • Author(s)
      Smaga Lukasz、Matsui Hidetoshi
    • Journal Title

      Statistical Methods & Applications

      Volume: 印刷中 Pages: 455-477

    • DOI

      10.1007/s10260-018-0421-7

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020, KAKENHI-PROJECT-16H02790
  • [Journal Article] Sparse group lasso for multiclass functional logistic regression models2018

    • Author(s)
      Matsui Hidetoshi
    • Journal Title

      Communications in Statistics - Simulation and Computation

      Volume: 印刷中

    • DOI

      10.1080/03610918.2018.1423693

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Journal Article] Computational trans-omics approach characterised methylomic and transcriptomic involvements and identified novel therapeutic targets for chemoresistance in gastrointestinal cancer stem cells2018

    • Author(s)
      Konno Masamitsu、Matsui Hidetoshi、Koseki Jun、Asai Ayumu、Kano Yoshihiro、Kawamoto Koichi、Nishida Naohiro、Sakai Daisuke、Kudo Toshihiro、Satoh Taroh、Doki Yuichiro、Mori Masaki、Ishii Hideshi
    • Journal Title

      Sci Rep.

      Volume: 8 Pages: 899-899

    • DOI

      10.1038/s41598-018-19284-3

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K19698, KAKENHI-PROJECT-15H01678, KAKENHI-PROJECT-17H04282, KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-16K15591, KAKENHI-PROJECT-16K15592, KAKENHI-PROJECT-16K15615, KAKENHI-PROJECT-16K15616
  • [Journal Article] Cellーfree culture conditioned medium elicits pancreatic β cell lineage-specific epigenetic reprogramming in mice2018

    • Author(s)
      Kawamoto Koichi、Ohashi Tomofumi、Konno Masamitsu、Nishida Naohiro、Koseki Jun、Matsui Hidetoshi、Sakai Daisuke、Kudo Toshihiro、Eguchi Hidetoshi、Satoh Taroh、Doki Yuichiro、Mori Masaki、Ishii Hideshi
    • Journal Title

      Oncology Letters

      Volume: 16 Pages: 3255-3259

    • DOI

      10.3892/ol.2018.9008

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K08617, KAKENHI-PROJECT-18K08704, KAKENHI-PROJECT-18K16356, KAKENHI-PROJECT-18KK0251, KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-17H04282, KAKENHI-PROJECT-17K19698
  • [Journal Article] Diurnal transcriptome and gene network represented through sparse modeling in Brachypodium distachyon2017

    • Author(s)
      Koda S, Onda Y, Matsui H, Takahagi K, Uehara-Yamaguchi Y, Shimizu M, Inoue K, Yoshida T, Sakurai T, Honda H, Eguchi S, Nishii R and Mochida K
    • Journal Title

      Frontiers in plant science

      Volume: 8 Pages: 1-11

    • DOI

      10.3389/fpls.2017.02055

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15KT0038, KAKENHI-PROJECT-15H01678, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-17H01701
  • [Journal Article] 非線形混合効果モデルに基づく関数データクラスタリング2016

    • Author(s)
      松井秀俊,三角俊裕,横溝孝明,小西貞則
    • Journal Title

      応用統計学

      Volume: 45 Pages: 0-0

    • NAID

      130005171068

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Journal Article] Metabolic Adaptation to Nutritional Stress in Human Colorectal Cancer.2016

    • Author(s)
      Miyo, M., Konno, M., Nishida, N. Sueda, T., Noguchi, K., Matsui, H., Colvin, H., Kawamoto, K., Koseki, J., Haraguchi, N., Nishimura, J., Hata, T., Gotoh, N., Mastuda, F., Saatoh, T., Mizushima, T., Shimizu, H., Doki, Y., Mori, M., Ishii, H.
    • Journal Title

      Sci. Rep.

      Volume: 6 Pages: 38415-38415

    • DOI

      10.1038/srep38415

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H05791, KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26293303, KAKENHI-PROJECT-15K15474, KAKENHI-PROJECT-15K15496, KAKENHI-PROJECT-16K15591, KAKENHI-PROJECT-16K15615
  • [Journal Article] Gene set differential analysis of time course expression profiles via sparse estimation in functional logistic model2016

    • Author(s)
      Kayano M, Matsui H, Yamaguchi R, Imoto S, Miyano S
    • Journal Title

      Biostat

      Volume: 17 Pages: 235-248

    • DOI

      10.1093/biostatistics/kxv037

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PLANNED-15H05912, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-24700290, KAKENHI-PROJECT-25730017, KAKENHI-PROJECT-25250017
  • [Journal Article] A trans-omics mathematical analysis reveals novel functions of the ornithine metabolic pathway in cancer stem cells2016

    • Author(s)
      Koseki, J., Matsui, H., Konno, M., Nishida, N., Kawamoto, K., Kano, Y., Mori, M., Doki, Y., Ishii, H.
    • Journal Title

      Scientific Reports

      Volume: 6 Pages: 20726-20726

    • DOI

      10.1038/srep20726

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26670604, KAKENHI-PROJECT-25730017
  • [Journal Article] Clustering for Functional Data via Nonlinear Mixed Effects Models2016

    • Author(s)
      松井秀俊、三角俊裕、横溝孝明、小西貞則
    • Journal Title

      Applied Statistics

      Volume: 45 Issue: 1-2 Pages: 25-45

    • DOI

      10.5023/jappstat.45.25

    • NAID

      130005171068

    • ISSN
      0285-0370, 1883-8081
    • Language
      Japanese
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-16K16020
  • [Journal Article] Variable selection for varying coefficient models with the sparse regularization2015

    • Author(s)
      Matsui, H. and Misumi, T.
    • Journal Title

      Computational Statistics

      Volume: 30 Pages: 43-55

    • DOI

      10.1007/s00180-014-0520-3

    • NAID

      120005526397

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-25134713, KAKENHI-PROJECT-25730017
  • [Journal Article] Selection of decision boundaries for logistic regression2015

    • Author(s)
      Matsui, H.
    • Journal Title

      Bulletin of Informatics and Cybernetics

      Volume: 47 Pages: 83-95

    • NAID

      120006401435

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Journal Article] Mathematical analysis predicts imbalanced IDH1/2 expression associates with 2-HG-inactivating β-oxygenation pathway in colorectal cancer.2015

    • Author(s)
      Koseki, J., Colvin, H., Fukusumi, T., Nishida, N., Konno, M., Kawamoto, K., Tsunekuni, K., Matsui, H., Doki, Y., Mori, M. and Ishii, H.
    • Journal Title

      Int. J. Oncol.

      Volume: 46 Pages: 1181-1191

    • DOI

      10.3892/ijo.2015.2833

    • Peer Reviewed
    • Data Source
      KAKENHI-PUBLICLY-25134713, KAKENHI-PROJECT-25730017, KAKENHI-PROJECT-15K15474, KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26293303
  • [Journal Article] MicroRNAs Induce Epigenetic Reprogramming and Suppress Malignant Phenotypes of Human Colon Cancer Cells.2015

    • Author(s)
      Ogawa, H., Wu, X., Kawamoto, K., Nishida, N., Konno, M., Koseki, J., Matsui, H., Noguchi, K., Gotoh, N., Yamamoto, T., Miyata, K., Nishiyama, N., Nagano, H., Yamamoto, H., Obika, S., Kataoka, K., Doki, Y., Mori, M., Ishii, H.
    • Journal Title

      PLoS One

      Volume: 10 Pages: 1-23

    • DOI

      10.1371/journal.pone.0127119

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15K15474, KAKENHI-PROJECT-15H04294, KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26640072, KAKENHI-PROJECT-26670604, KAKENHI-PROJECT-26293303, KAKENHI-PROJECT-15H05791
  • [Journal Article] Pyruvate Kinase M2, but not M1, allele maintains immature metabolic states of murine embryonic stem cells.2015

    • Author(s)
      Konno, M., Ishii, H., Koseki, J., Tanuma, N., Nishida, N., Kawamoto, K., Nishimura, T., Nakata, A., Matsui, H., Noguchi, K., Ozaki, M., Noguchi, Y., Shima, H., Gotoh N., Nagano, H., Doki, Y. and Mori, M.
    • Journal Title

      Regenerative Therapy,

      Volume: 1 Pages: 63-71

    • DOI

      10.1016/j.reth.2015.01.001

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PUBLICLY-25134713, KAKENHI-PROJECT-25730017, KAKENHI-PROJECT-26430130, KAKENHI-PROJECT-15K15474, KAKENHI-PROJECT-15K15496, KAKENHI-PROJECT-15H04294, KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26640072, KAKENHI-PROJECT-26293303, KAKENHI-PROJECT-15H05791
  • [Journal Article] Embryonic MicroRNA-369 Controls Metabolic Splicing Factors and Urges Cellular Reprograming.2015

    • Author(s)
      Masamitsu Konno, Jun Koseki, Koichi Kawamoto, Naohiro Nishida, Hidetoshi Matsui, Dyah Laksmi Dewi, Miyuki Ozaki, Yuko Noguchi, Koshi Mimori, Noriko Gotoh, Nobuhiro Tanuma, Hiroshi Shima, Yuichiro Doki, Masaki Mori , Hideshi Ishii
    • Journal Title

      PLoS One

      Volume: 10(7) Pages: 1-16

    • DOI

      10.1371/journal.pone.0132789

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-26430130, KAKENHI-PROJECT-15K15474, KAKENHI-PROJECT-15K15496, KAKENHI-PROJECT-15H04294, KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26640072, KAKENHI-PROJECT-26670604, KAKENHI-PROJECT-26293303, KAKENHI-PROJECT-15H05791
  • [Journal Article] Sparse regularization for bi-level variable selection2015

    • Author(s)
      Matsui, H.
    • Journal Title

      Journal of the Japanese Society of Computational Statistics

      Volume: 28 Pages: 83-103

    • NAID

      130005434007

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Journal Article] Variable and boundary selection for functional data via multiclass logistic regression modeling2014

    • Author(s)
      Matsui, H.
    • Journal Title

      Computational Statistics and Data Analysis

      Volume: 78 Pages: 176-185

    • DOI

      10.1016/j.csda.2014.04.015

    • NAID

      120005527740

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PUBLICLY-25134713, KAKENHI-PROJECT-25730017
  • [Journal Article] Model selection criteria for the varying-coefficient modeling via regularized basis expansions2014

    • Author(s)
      Matsui, H., Misumi, T. and Kawano, S.
    • Journal Title

      Journal of Statistical Computation and Simulation

      Volume: 84 Pages: 2156-2165

    • DOI

      10.1080/00949655.2013.785548

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Functional regression modeling for agricultural data2018

    • Author(s)
      Matsui, H., and Mochida, K.
    • Organizer
      CMStatistics 2018
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Statistical gene data analysis and applications to plant growth2018

    • Author(s)
      Satoru Koda, Yoshihiko Onda, Hidetoshi Matsui,Ryuei Nishii and Keiichi Mochida
    • Organizer
      International workshop: Data driven crop design technology
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] 関数データに基づく交互作用モデル2018

    • Author(s)
      松井秀俊
    • Organizer
      統計科学セミナー
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Quadratic regression for function-on-function models2018

    • Author(s)
      Matsui Hidetoshi
    • Organizer
      The 5th Institute of Mathematical Statistics Asia Pacific Rim Meeting (National University of Singapore)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Presentation] Multivariate functional subspace methods for classifying high-dimensional longitudinal data2018

    • Author(s)
      Fukuda, T., Misumi, T., Matsui, H., and Konishi, S.
    • Organizer
      CMStatistics 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Diurnal transcriptome and gene network represented through sparse modeling in Brachypodium distachyon2018

    • Author(s)
      Satoru Koda, Yoshihiko Onda, Hidetoshi Matsui, Kotaro Takahagi, Yukiko Uehara-Yamaguchi, Minami Shimizu, Komaki lnoue, Takuhiro Yoshida, Tetsuya Sakurai, Hiroshi Honda, Shinto Eguchi, Ryuei Nishii, Keiichi Mochida
    • Organizer
      第59回日本植物生理学会年会
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] 関数データ解析による統計的アプローチ2018

    • Author(s)
      松井秀俊
    • Organizer
      統計・機械学習若手シンポジウム「統計・機械学習の交わりと拡がり」
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] ジョイントモデリングに基づく多変量関数クラスタリングと気象データへの応用2018

    • Author(s)
      三角俊裕,松井秀俊,小西貞則
    • Organizer
      2018年度統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] ムギの出穂日数からみる環境情報の影響の分析2018

    • Author(s)
      松井秀俊,持田恵一,佐藤和広,石井誠
    • Organizer
      2018年度統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 経時測定データに基づく栽培作物予測モデルの構築2018

    • Author(s)
      松井秀俊,持田恵一
    • Organizer
      2018年度統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 関数データに基づく交互作用モデルとその推定2018

    • Author(s)
      松井秀俊
    • Organizer
      科研費シンポジウム「予測モデリングとその周辺 -機械学習・統計科学・情報理論からのアプローチ-」
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Functional regression modeling for agricultural data2018

    • Author(s)
      Matsui Hidetoshi、Mochida, Keiichi.
    • Organizer
      11th International Conference of the ERCIM WG on Computational and Methodological Statistics (University of Pisa)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Presentation] Quadratic regression for function-on-function models2018

    • Author(s)
      Matsui, H.
    • Organizer
      IMS-APRM 2018
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 非線形混合効果モデルに基づく関数データクラスタリング2017

    • Author(s)
      松井秀俊,三角俊裕,横溝孝明,小西貞則
    • Organizer
      2017年度統計関連学会連合大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] スパース正則化に基づく関数データ判別による遺伝子データ解析2017

    • Author(s)
      松井秀俊
    • Organizer
      研究集会”規模統計モデリングと計算統計IV”
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Presentation] Regression modeling for functional predictor and functional response2017

    • Author(s)
      松井秀俊
    • Organizer
      JST CREST AIPチャレンジシンポジウム「ビッグデータ利活用のための基盤構築とその応用」
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2017-02-16
    • Invited
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Quadratic regression for functional response models2017

    • Author(s)
      松井秀俊
    • Organizer
      10th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Presentation] Selection of variables and decision boundaries in functional logistic regression model2017

    • Author(s)
      Matsui, H.
    • Organizer
      Conference of the International Federation of Classification Societies
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Quadratic regression for functional response models2017

    • Author(s)
      Matsui, H.
    • Organizer
      10th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] スパース正則化に基づく関数データ判別による遺伝子データ解析2017

    • Author(s)
      松井秀俊
    • Organizer
      研究集会「大規模統計モデリングと計算統計IV」
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] スパース正則化に基づく関数データ判別による遺伝子データ解析2017

    • Author(s)
      松井秀俊
    • Organizer
      研究集会「大規模統計モデリングと計算統計IV」
    • Data Source
      KAKENHI-PROJECT-15H01678
  • [Presentation] Quadratic regression for functional response models2017

    • Author(s)
      Matsui, H.
    • Organizer
      10th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15H01678
  • [Presentation] Sparse regularization for multiclass functional logistic regression2016

    • Author(s)
      Matsui, H.
    • Organizer
      The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting
    • Place of Presentation
      University of Hong Kong
    • Year and Date
      2016-06-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Sparse regularization for functional logistic models and its application to time-dependent biomarker detection2016

    • Author(s)
      Matsui, H., Kayano, M., Yamaguchi, R., Imoto, S. and Miyano, S.
    • Organizer
      Satellite CRoNoS Workshop on Functional Data Analysis in 22nd Conference on Computational Statistics
    • Place of Presentation
      Congress Palace Principe Felipe de Oviedo
    • Year and Date
      2016-08-26
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Sparse regularization for historical functional linear model2016

    • Author(s)
      松井秀俊
    • Organizer
      計算機統計学会第30回大会
    • Place of Presentation
      ハートピア京都
    • Year and Date
      2016-05-19
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] 関数データに基づく経時測定データの分析2016

    • Author(s)
      松井秀俊
    • Organizer
      科研費シンポジウム「複雑な生命現象を読み解くための大規模データとモデリング」
    • Place of Presentation
      久留米シティプラザ
    • Year and Date
      2016-11-07
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 経時測定データに対する数理統計的アプローチと医療における遺伝子データ解析2016

    • Author(s)
      松井秀俊,茅野光範,山口類,井元清哉,宮野悟
    • Organizer
      シンポジウム「生命データ科学による新たな社会的価値の創造~医療,農業,環境分野における役割と作物設計への応用~」
    • Place of Presentation
      理化学研究所
    • Year and Date
      2016-02-22
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] 関数データに基づく二次回帰モデル2016

    • Author(s)
      松井秀俊
    • Organizer
      統計サマーセミナー2016
    • Place of Presentation
      サヤン・テラス ホテル&リゾート
    • Year and Date
      2016-08-09
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Sparse regularization for functional logistic regression modeling2016

    • Author(s)
      Hidetoshi Matsui
    • Organizer
      International Symposium on Statistical Analysis for Large Complex Data
    • Place of Presentation
      筑波大学
    • Year and Date
      2016-11-21
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Presentation] 非線形モデルにおける正則化法のスパース性とスパース実行領域2016

    • Author(s)
      大橋紘之,神野成海,黒沢健,松井秀俊
    • Organizer
      2016年度統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-04
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 時系列トランスクリプトームデータからのネットワーク推定による植物雑種強制の解明2016

    • Author(s)
      持田恵一,恩田義彦,江田智尊,高萩航太郎,上原由紀子,清水みなみ,吉田拓広,櫻井哲也,松井秀俊,西井龍映
    • Organizer
      科研費シンポジウム「高精度情報抽出のための統計理論・方法論とその応用」
    • Place of Presentation
      九州大学
    • Year and Date
      2016-11-17
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 混合効果モデルに対する情報量規準とスパース推定2016

    • Author(s)
      二宮嘉行,楊道偉,松井秀俊
    • Organizer
      2016年度統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-04
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Sparse regularization for historical functional linear model2016

    • Author(s)
      松井秀俊
    • Organizer
      計算機統計学会第30回大会
    • Place of Presentation
      ハートピア京都
    • Year and Date
      2016-05-19
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 関数応答型二次回帰モデルとその推定2016

    • Author(s)
      松井秀俊
    • Organizer
      2016年度統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-04
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] スパース正則化に基づく関数データ判別による遺伝子データ解析2016

    • Author(s)
      松井秀俊
    • Organizer
      Statistical Bioinformatics Seminar
    • Place of Presentation
      京都大学
    • Year and Date
      2016-01-29
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Sparse regularization for multiclass functional logistic regression2016

    • Author(s)
      Matsui, H.
    • Organizer
      The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting
    • Place of Presentation
      The Chinese University of Hong Kong
    • Year and Date
      2016-06-27
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] 混合効果モデルに対する情報量規準とスパース推定2016

    • Author(s)
      二宮嘉行、楊道偉、松井秀俊
    • Organizer
      統計関連学会連合大会
    • Place of Presentation
      金沢大学
    • Year and Date
      2016-09-05
    • Data Source
      KAKENHI-PROJECT-16H02790
  • [Presentation] Sparse regularization for functional logistic regression modeling2016

    • Author(s)
      Matsui, H.
    • Organizer
      International Symposium on Statistical Analysis for Large Complex Data.
    • Place of Presentation
      Tsukuba University
    • Year and Date
      2016-11-21
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] Selection of variables and decision boundaries in functional logistic regression2016

    • Author(s)
      Matsui, H.
    • Organizer
      2016 CSA & NCCU Joint Statistical Meetings
    • Place of Presentation
      College of Commerce, National Chengchi University
    • Year and Date
      2016-12-09
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16020
  • [Presentation] スパース正則化を用いた関数データの判別および変数・決定境界の選択2015

    • Author(s)
      松井秀俊
    • Organizer
      データ科学特別セミナー
    • Place of Presentation
      大阪大学
    • Year and Date
      2015-11-20
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Selection of functional variables and classification boundaries via the sparse group lasso2015

    • Author(s)
      Matsui, H.
    • Organizer
      International Workshop for JSCS 30th Anniversary
    • Place of Presentation
      Okinawa Institute of Science and Technology Graduate University
    • Year and Date
      2015-10-30
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Classification of functional data using bi-level selection2015

    • Author(s)
      Matsui, H.
    • Organizer
      8th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Place of Presentation
      University of London
    • Year and Date
      2015-12-12
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] スパース正則化に基づく経時測定データの判別と遺伝子データ解析への応用2015

    • Author(s)
      松井秀俊
    • Organizer
      科研費シンポジウム「生命科学データ解析の方法論と健康科学への応用」
    • Place of Presentation
      東京大学医科学研究所
    • Year and Date
      2015-10-16
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] 植物バイオマス増産のための遺伝子データ解析2015

    • Author(s)
      江田 智尊, 松井 秀俊, 西井 龍映, 持田 恵一, 恩田 義彦, 櫻井 哲也, 吉田 拓広
    • Organizer
      統計科学研究会 情報・統計科学シンポジウム
    • Place of Presentation
      九州大学(福岡県福岡市)
    • Year and Date
      2015-12-04
    • Data Source
      KAKENHI-PROJECT-15H02670
  • [Presentation] Selection of variable and classification boundary for functional data by logistic regression2015

    • Author(s)
      Matsui, H.
    • Organizer
      9th Conference of the Asian Regional Section of the IASC
    • Place of Presentation
      National University of Singapore, Singapore
    • Year and Date
      2015-12-17
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Bi-level selectionを用いた関数ロジスティック回帰モデルの推定2015

    • Author(s)
      松井秀俊
    • Organizer
      2015年度統計関連学会連合大会
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-07
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] スパース正則化を用いた繰り返し測定データの判別と変数選択2013

    • Author(s)
      松井秀俊
    • Organizer
      応用統計学会2013年度年次大会
    • Place of Presentation
      パルセいいざか
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] スパース正則化を用いた判別境界の選択2013

    • Author(s)
      松井秀俊
    • Organizer
      研究集会「統計手法における近年の話題とその応用」
    • Place of Presentation
      KKRホテル広島
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] 関数データに基づく回帰モデルの構築と正則化2013

    • Author(s)
      松井秀俊
    • Organizer
      2013年度統計関連学会連合大会
    • Place of Presentation
      大阪大学
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Variable selection for functional linear model via the sparse regularization2013

    • Author(s)
      Hidetoshi Matsui
    • Organizer
      KSS/JSS/CSA International Session
    • Place of Presentation
      Dongguk University
    • Invited
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Variable selection for varying-coefficient models via the elastic net regularization2013

    • Author(s)
      Hidetoshi Matsui
    • Organizer
      2013 Joint Statistical Meetings
    • Place of Presentation
      Palais des congres de Montreal
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] 関数データに基づく多変量回帰モデルとスパース正則化による推定

    • Author(s)
      松井秀俊
    • Organizer
      統計サマーセミナー2014
    • Place of Presentation
      森秋旅館
    • Year and Date
      2014-08-01 – 2014-08-04
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] スパース正則化に基づく関数多変量回帰モデルの推定

    • Author(s)
      松井秀俊
    • Organizer
      2014年度統計関連学会連合大会
    • Place of Presentation
      東京大学
    • Year and Date
      2014-09-14 – 2014-09-17
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Regression models for functional data and variable selection via the sparse regularization

    • Author(s)
      松井秀俊
    • Organizer
      2014年度科研費ワークショップ "Workshop on Statistical Methods for Large Complex Data"
    • Place of Presentation
      筑波大学
    • Year and Date
      2014-11-10 – 2014-11-12
    • Data Source
      KAKENHI-PUBLICLY-25134713
  • [Presentation] ロジスティックモデルに対するスパース正則化

    • Author(s)
      松井秀俊,川野秀一
    • Organizer
      日本計算機統計学会第28回大会
    • Place of Presentation
      中央大学
    • Year and Date
      2014-05-17 – 2014-05-18
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Selection of variable and classification boundary by functional logistic regression

    • Author(s)
      Matsui, H.
    • Organizer
      7th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Place of Presentation
      University of Pisa
    • Year and Date
      2014-12-06 – 2014-12-09
    • Invited
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Selection of classification boundaries via the sparse regularization

    • Author(s)
      Matsui, H.
    • Organizer
      2014 Chinese Institute of Probability and Statistics Annual Meeting
    • Place of Presentation
      National Dong Hwa University
    • Year and Date
      2014-06-27 – 2014-06-28
    • Invited
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] Variable selection in multivariate linear models for functional data

    • Author(s)
      Matsui, H.
    • Organizer
      21st Conference on Computational Statistics
    • Place of Presentation
      The International Conference Center Geneva
    • Year and Date
      2014-08-19 – 2014-08-22
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] 関数データに基づく多変量回帰モデルとスパース正則化による推定

    • Author(s)
      松井秀俊
    • Organizer
      統計サマーセミナー2014
    • Place of Presentation
      森秋旅館
    • Year and Date
      2014-08-01 – 2014-08-04
    • Data Source
      KAKENHI-PUBLICLY-25134713
  • [Presentation] Regression models for functional data and variable selection via the sparse regularization

    • Author(s)
      松井秀俊
    • Organizer
      Workshop on Statistical Methods for Large Complex Data
    • Place of Presentation
      筑波大学
    • Year and Date
      2014-11-10 – 2014-11-12
    • Data Source
      KAKENHI-PROJECT-25730017
  • [Presentation] スパース正則化に基づく関数多変量回帰モデルの推定

    • Author(s)
      松井秀俊
    • Organizer
      2014年度統計関連学会連合大会
    • Place of Presentation
      東京大学
    • Year and Date
      2014-09-14 – 2014-09-16
    • Data Source
      KAKENHI-PUBLICLY-25134713
  • [Presentation] Selection of variable and classification boundary by functional logistic regression

    • Author(s)
      Matsui, H.
    • Organizer
      7th International Conference of the ERCIM WG on Computational and Methodological Statistics
    • Place of Presentation
      University of Pisa
    • Year and Date
      2014-12-05 – 2014-12-09
    • Invited
    • Data Source
      KAKENHI-PUBLICLY-25134713
  • [Presentation] Variable selection in multivariate linear models for functional data

    • Author(s)
      Matsui, H.
    • Organizer
      21st Conference on Computational Statistics
    • Place of Presentation
      The International Conference Center Geneva
    • Year and Date
      2014-08-19 – 2014-08-22
    • Data Source
      KAKENHI-PUBLICLY-25134713
  • [Presentation] Variable selection for historical functional linear models via the sparse regularization

    • Author(s)
      Matsui, H.
    • Organizer
      The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting
    • Place of Presentation
      Howard International House
    • Year and Date
      2014-06-30 – 2014-07-03
    • Data Source
      KAKENHI-PROJECT-25730017
  • 1.  Nishii Ryuei (40127684)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 6 results
  • 2.  松田 安昌 (10301590)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  前園 宜彦 (30173701)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  青嶋 誠 (90246679)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 5.  金森 敬文 (60334546)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
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  • 57.  佐藤 太郎
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  • 58.  坂井 大介
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