Matsui Hidetoshi 松井秀俊

Researcher Number	90633305
Other IDs
Affiliation (Current)	2019: 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 – 2019: 滋賀大学, データサイエンス学部, 准教授 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 / Basic Section 60030:Statistical science-related / Complex systems Except Principal Investigator Statistical science / Digestive surgery
Keywords	Principal Investigator 関数データ解析 / モデル選択 / 統計数学 / 繰り返し測定データ解析 / 統計的モデリング / 経時測定データ解析 / スパース正則化 / 高次元データ / 非線形モデリング / 変数選択 / 多変量解析 / スパース推定 / トランスオミックス解析 … More Except Principal Investigator … More

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
経時測定データに対する統計モデルの構築およびスパース正則化法に基づく推定Principal InvestigatorOngoing
- Principal Investigator
  
  松井秀俊
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  Shiga University
自然現象や社会現象から得られる時空間データの統計モデリングと現象の理解の研究Ongoing
- Principal Investigator
  
  西井龍映
- 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 2018 2017 2016 2015 2014 2013 Other

All Journal Article Presentation Book

[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
  168
- Publisher
  共立出版
- ISBN
  9784320112575
- 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
  155
- Publisher
  共立出版
- ISBN
  9784320112575
- Data Source
  KAKENHI-PROJECT-16H02790
[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] 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
- DOI
  10.1007/s10260-018-0421-7
- Open Access / Int'l Joint Research / Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16020
[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
- Open Access / Peer Reviewed
- 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] 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
- Open Access / Peer Reviewed
- 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
- Acknowledgement Compliant / Peer Reviewed
- Data Source
  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
  
  応用統計学
  
  Volume: 45 Issue: 1-2 Pages: 25-45
- DOI
  10.5023/jappstat.45.25
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02790, KAKENHI-PROJECT-16K16020
[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
- Acknowledgement Compliant / Peer Reviewed
- Data Source
  KAKENHI-PLANNED-15H05912, KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-24700290, KAKENHI-PROJECT-25730017, KAKENHI-PROJECT-25250017
[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
- Open Access / Peer Reviewed
- 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] 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
- Open Access / Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H05664, KAKENHI-PROJECT-26670604, 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] 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
- 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
- Acknowledgement Compliant / Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25730017
[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
- Open Access / Acknowledgement Compliant / Peer Reviewed
- 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] 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
- Acknowledgement Compliant / Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25730017
[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
- Open Access / Acknowledgement Compliant / Peer Reviewed
- 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] 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
- Open Access / Acknowledgement Compliant / Peer Reviewed
- 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] 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
[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
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-25134713, KAKENHI-PROJECT-25730017
[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] 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] Quadratic regression for functional response models2017
- Author(s)
  Matsui, H.
- Organizer
  10th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Int'l Joint Research / Invited
- 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
- Int'l Joint Research / Invited
- Data Source
  KAKENHI-PROJECT-15H01678
[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「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] 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] 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)
  松井秀俊
- Organizer
  10th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Int'l Joint Research / Invited
- Data Source
  KAKENHI-PROJECT-16H02790
[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] 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] 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
- Int'l Joint Research / Invited
- 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
- Int'l Joint Research / Invited
- Data Source
  KAKENHI-PROJECT-16H02790
[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] 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] 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] 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] 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 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] 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
- Int'l Joint Research / Invited
- 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
- Int'l Joint Research / Invited
- Data Source
  KAKENHI-PROJECT-16K16020
[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] 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] 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] 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] 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] 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] 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
- Int'l Joint Research / Invited
- Data Source
  KAKENHI-PROJECT-25730017
[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
- Int'l Joint Research / Invited
- 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] 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] 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] 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] 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] 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] 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] 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 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
[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 – 2014-09-16
- 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 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] 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] 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] 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] 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] 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

1. 西井龍映 (40127684)

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Matsui Hidetoshi 松井 秀俊

Research Projects

Research Products

Co-Researchers

Development of the analysis of longitudinal data via functional data analysisPrincipal InvestigatorOngoing

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Higher order improvement of statistical inference based on the unification of several nonparametric methodsOngoing

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経時測定データに対する統計モデルの構築およびスパース正則化法に基づく推定Principal InvestigatorOngoing

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自然現象や社会現象から得られる時空間データの統計モデリングと現象の理解の研究Ongoing

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Theories and Methodologies for Large Complex DataOngoing

Principal Investigator

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New construction of innovative drug discovery foundation technology for refractory gastrointestinal cancer targeting cancer metabolomics

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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

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Development of statistical modeling with regularization for large scale dataPrincipal Investigator

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[Book] スパース推定法による統計モデリング2018

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[Book] スパース推定法による統計モデリング2018

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[Book] スパース推定法による統計モデリング2018

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[Book] 機械学習―データを読み解くアルゴリズムの技法2017

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[Journal Article] A note on variable selection in functional regression via random subspace method2018

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Matsui Hidetoshi 松井秀俊