Kawano Shuichi 川野秀一

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KAWANO SHUICHI 川野秀一

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Researcher Number	50611448
Other IDs	https://orcid.org/0000-0002-0804-0141
Affiliation (Current)	2024: 九州大学, 数理学研究院, 教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 九州大学, 数理学研究院, 教授 2016 – 2021: 電気通信大学, 大学院情報理工学研究科, 准教授 2014 – 2015: 電気通信大学, その他の研究科, 准教授 2012 – 2013: 大阪府立大学, 工学(系)研究科(研究院), 講師
Review Section/Research Field	Principal Investigator Basic Section 60030:Statistical science-related / Statistical science / Statistical science Except Principal Investigator Biological Sciences / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 61030:Intelligent informatics-related / Basic Section 60030:Statistical science-related / Sections That Are Subject to Joint Review: Basic Section07030:Economic statistics-related , Basic Section07060:Money and finance-related / Basic Section 07060:Money and finance-related / Basic Section 07030:Economic statistics-related / Medium-sized Section 60:Information science, computer engineering, and related fields / Basic Section 22010:Civil engineering material, execution and construction management-related
Keywords	Principal Investigator ベイズモデリング / マルチタスク学習 / スパースモデリング / 一般化線形モデル / 主成分回帰 / スパース学習 / 機械学習 / 統合解析 / 因子分析 / 順序ロジットモデル … More / クラスタリング / 最適化 / 構造方程式モデル / 関連ベクトルマシン / 馬蹄事前分布 / 組成データ解析 / 変数併合 / テンソルデータ解析 / 凸クラスタリング / 因子回帰 / ベイジアンアプローチ / 回帰分析 / 主成分分析 / 情報量規準 / 順序カテゴリカルデータ / オンライン学習 / 高次元データ / ベイズ理論 / 判別分析 / 異分布性 / 正則化法 / スパース推定 / モデル評価基準 / 関数データ解析 / 半教師あり学習 … More Except Principal Investigator 共進化 / 多変量解析 / モデル評価規準 / 関数化理論 / 複雑系データ / 関数データ解析 / 関数データ解析法 / 時空間データ / 新たな複雑系データ / モデル選択 / 特異モデル解析 / 高次元データ解析 / 傾向スコア解析 / 赤池情報量規準 / 高次元小標本 / 深層学習 / 高次元統計解析 / 時空間データ / 高次元データ / 内部膨張反応 / 微細構造分析 / 統計解析 / 内部膨張藩王 / コンクリート / ビッグデータ / 進化 / RNAウイルス / 内在性RNAウイルス / 機械学習 / 外適応 / ボルナウイルス / 内在性ウイルス / 生態 / 宿主との共生 / 多様性 / 共生 / 生態系 / ウイルス Less

複雑多様データに対する予測スパース統計モデリング手法の開発研究Principal Investigator
- Principal Investigator
  
  川野秀一
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Kyushu University
Developing Information Criteria for Modern Statistics
- Principal Investigator
  
  二宮嘉行
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07030:Economic statistics-related
  Basic Section 07060:Money and finance-related
  Sections That Are Subject to Joint Review: Basic Section07030:Economic statistics-related , Basic Section07060:Money and finance-related
- Research Institution
  The Institute of Statistical Mathematics
新たな複雑系データのための関数データ解析手法の開発と適用
- Principal Investigator
  
  荒木由布子
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 60030:Statistical science-related
  Basic Section 61030:Intelligent informatics-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Tohoku University
Evaluation of microstructural damage and estimation of expansion attained to date due to internal swelling reaction of concrete
- Principal Investigator
  
  Kawabata Yuichiro
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22010:Civil engineering material, execution and construction management-related
- Research Institution
  National Institute of Maritime, Port and Aviation Technology
Innovative Developments of Theories and Methodologies for Large Complex Data
- 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
Model fusion statistical methods for higher-order information extractionPrincipal Investigator
- Principal Investigator
  
  Kawano Shuichi
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Kyushu University
  The University of Electro-Communications
Neo-virology: the raison d'etre of viruses
- Principal Investigator
  
  Kawoaka Yoshihiro
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Biological Sciences
- Research Institution
  The University of Tokyo
Comprehensive analysis on detection and function of endogenous RNA viruses
- Principal Investigator
  
  Tomonaga Keizo
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Biological Sciences
- Research Institution
  Kyoto University
Multivariate statistical modeling for information integration via sparse learningPrincipal Investigator
- Principal Investigator
  
  KAWANO SHUICHI
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  The University of Electro-Communications
Nonlinear multivariate analysis based on statistical machine learning theoryPrincipal Investigator
- Principal Investigator
  
  KAWANO SHUICHI
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Statistical science
- Research Institution
  The University of Electro-Communications
  Osaka Prefecture University

All 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 Other

All Journal Article Presentation

[Journal Article] Smoothly varying regularization2023
- Author(s)
  Daeju Kim, Shuichi Kawano, Yoshiyuki Ninomiya
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 179 Pages: 107644-107644
- DOI
  10.1016/j.csda.2022.107644
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization2023
- Author(s)
  Kohei Yoshikawa, Shuichi Kawano
- Journal Title
  
  Computational Statistics
  
  Volume: 38 Issue: 1 Pages: 53-75
- DOI
  10.1007/s00180-022-01216-5
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] スパース部分的最小二乗回帰による因果媒介分析2022
- Author(s)
  奥田忠久, 吉川剛平, 川野秀一
- Journal Title
  
  行動計量学
  
  Volume: 49 Pages: 185-196
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Multi-task learning for compositional data via sparse network lasso2022
- Author(s)
  Akira Okazaki, Shuichi Kawano
- Journal Title
  
  Entropy
  
  Volume: 24 Issue: 12 Pages: 1839-1839
- DOI
  10.3390/e24121839
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Sparse Bayesian learning with weakly informative hyperprior and extended predictive information criterion2021
- Author(s)
  Murayama Kazuaki、Kawano Shuichi
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: － Issue: 9 Pages: 1-13
- DOI
  10.1109/tnnls.2021.3131357
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11854, KAKENHI-PROJECT-22KJ1358
[Journal Article] Variable fusion for Bayesian linear regression via spike-and-slab priors2021
- Author(s)
  Wu Shengyi、Shimamura Kaito、Yoshikawa Kohei、Murayama Kazuaki、Kawano Shuichi
- Journal Title
  
  Proceedings in the 13th KES International Conference on Intelligent Decision Technologies
  
  Volume: － Pages: 491-501
- DOI
  10.1007/978-981-16-2765-1_41
- ISBN
  9789811627644, 9789811627651
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Sparse principal component regression via singular value decomposition approach2021
- Author(s)
  Shuichi Kawano
- Journal Title
  
  Advances in Data Analysis and Classification
  
  Volume: in press Issue: 3 Pages: 795-823
- DOI
  10.1007/s11634-020-00435-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Virus-like insertions with sequence signatures similar to those of endogenous non-retroviral RNA viruses in the human genome.2021
- Author(s)
  Kojima S, Yoshikawa K, Ito J, Nakagawa S, Parrish NF, Horie M, Kawano S, Tomonaga K.
- Journal Title
  
  Proceedings of the National Academy of Sciences of the United States of America
  
  Volume: 118 Issue: 5
- DOI
  10.1073/pnas.2010758118
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-INTERNATIONAL-16K21723, KAKENHI-PLANNED-16H06430, KAKENHI-PUBLICLY-19H04843, KAKENHI-PROJECT-20H05682, KAKENHI-PROJECT-20H00662, KAKENHI-ORGANIZER-16H06429, KAKENHI-PUBLICLY-19H04833, KAKENHI-PROJECT-19J01713, KAKENHI-PROJECT-20K15767
[Journal Article] Multilinear common component analysis via Kronecker product representation2021
- Author(s)
  Yoshikawa Kohei、Kawano Shuichi
- Journal Title
  
  Neural Computation
  
  Volume: 33 Issue: 10 Pages: 2853-2880
- DOI
  10.1162/neco_a_01425
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Bayesian sparse convex clustering via global-local shrinkage priors2021
- Author(s)
  Shimamura Kaito、Kawano Shuichi
- Journal Title
  
  Computational Statistics
  
  Volume: 36 Issue: 4 Pages: 2671-2699
- DOI
  10.1007/s00180-021-01101-7
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Identification of a herpes simplex virus 1 gene encoding neurovirulence factor by chemical proteomics2020
- Author(s)
  Kato Akihisa、Adachi Shungo、Kawano Shuichi、Takeshima Kousuke、Watanabe Mizuki、Kitazume Shinobu、Sato Ryota、Kusano Hideo、Koyanagi Naoto、Maruzuru Yuhei、Arii Jun、Hatta Tomohisa、Natsume Tohru、Kawaguchi Yasushi
- Journal Title
  
  Nature Communications
  
  Volume: 11 Issue: 1 Pages: 4894-4894
- DOI
  10.1038/s41467-020-18718-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K07511, KAKENHI-PROJECT-19K22524, KAKENHI-INTERNATIONAL-16K21723, KAKENHI-PROJECT-17H04080, KAKENHI-PROJECT-17H05069, KAKENHI-PUBLICLY-20H04899, KAKENHI-PROJECT-18K15164, KAKENHI-PROJECT-19K21256, KAKENHI-ORGANIZER-16H06429, KAKENHI-PLANNED-16H06433, KAKENHI-PROJECT-20H05692, KAKENHI-PROJECT-20H03492, KAKENHI-PROJECT-19K16685, KAKENHI-PUBLICLY-21H00338, KAKENHI-ORGANIZER-15H05935, KAKENHI-WRAPUP-20H05615
[Journal Article] グループ正則化に基づく順序ロジットモデルにおける隣接クラスの統合2020
- Author(s)
  永沼瑞穂，吉川剛平，川野秀一
- Journal Title
  
  統計数理
  
  Volume: 68 Pages: 287-303
- NAID
  40022448000
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Classifying and Characterizing Poets for <i>Manyo Tanka</i> via Sparse Canonical Discriminant Analysis2019
- Author(s)
  川野秀一，村田右富実
- Journal Title
  
  Ouyou toukeigaku
  
  Volume: 48 Issue: 3 Pages: 45-57
- DOI
  10.5023/jappstat.48.45
- NAID
  130007833659
- ISSN
  0285-0370, 1883-8081
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11854
[Journal Article] Bayesian generalized fused lasso modeling via NEG distribution2019
- Author(s)
  Shimamura Kaito、Ueki Masao、Kawano Shuichi、Konishi Sadanori
- Journal Title
  
  Communications in Statistics - Theory and Methods
  
  Volume: 印刷中 Issue: 16 Pages: 4132-4153
- DOI
  10.1080/03610926.2018.1489056
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00064, KAKENHI-PROJECT-19K11854, KAKENHI-INTERNATIONAL-16K21723, KAKENHI-ORGANIZER-16H06429
[Journal Article] スパース正則化に基づく回帰モデリングとその計算アルゴリズム2018
- Author(s)
  川野秀一
- Journal Title
  
  計算機統計学
  
  Volume: 印刷中
- NAID
  130007903553
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] Sparse principal component regression for generalized linear models2018
- Author(s)
  S. Kawano, H. Fujisawa, T. Takada, T. Shiroishi
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 124 Pages: 180-196
- DOI
  10.1016/j.csda.2018.03.008
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K15947, KAKENHI-PROJECT-17K00065
[Journal Article] Fused Lasso に基づくスパース順序ロジットモデリング2017
- Author(s)
  加藤駿典，川野秀一
- Journal Title
  
  計算機統計学
  
  Volume: 印刷中
- NAID
  130006575671
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] AIC for the Lasso in generalized linear models2016
- Author(s)
  Ninomiya, Y, Kawano, S.
- Journal Title
  
  Electronic Journal of Statistics
  
  Volume: 10 Pages: 2537-2560
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Journal Article] 識別・判別問題におけるオンライン決定木学習2016
- Author(s)
  木村拓海，川野秀一
- Journal Title
  
  2016年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 252-252
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] AIC for the LASSO in generalized linear models2016
- Author(s)
  Ninomiya, Y. and Kawano, S.
- Journal Title
  
  Electronic Journal of Statistics
  
  Volume: 10 Issue: 2 Pages: 2537-2560
- DOI
  10.1214/16-ejs1179
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15H02670, KAKENHI-PROJECT-16K00050, KAKENHI-PROJECT-15K15947
[Journal Article] スパース推定に基づく適応正則化オンライン学習の特徴選択問題2016
- Author(s)
  野崎俊貴，木村拓海，川野秀一
- Journal Title
  
  計算機統計学
  
  Volume: 29 Pages: 117-131
- NAID
  130005631743
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] スパース主成分多項ロジスティック回帰モデリングとその応用2016
- Author(s)
  川野秀一，藤澤洋徳，高田豊行，城石俊彦
- Journal Title
  
  2016年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 329-329
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] モデル平均化法による Bayesian lasso 回帰モデリング2016
- Author(s)
  嶋村海人，川野秀一，小西貞則
- Journal Title
  
  応用統計学
  
  Volume: 印刷中
- NAID
  130005160398
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] Sparse principal component regression with adaptive loading.2015
- Author(s)
  Kawano S, Fujisawa H, Takada T and Shiroishi T
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 印刷中 Pages: 192-203
- DOI
  10.1016/j.csda.2015.03.016
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-25126727, KAKENHI-PROJECT-25430097, KAKENHI-PROJECT-15K15947
[Journal Article] 1段階法による主成分回帰モデリング2015
- Author(s)
  川野秀一，藤澤洋徳，高田豊行，城石俊彦
- Journal Title
  
  日本計算機統計学会第29回大会講演報告集
  
  Volume: なし Pages: 73-76
- NAID
  130006555844
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] Predictive model selection criteria for Bayesian lasso regression2015
- Author(s)
  S. Kawano, I. Hoshina, K. Shimamura, S. Konishi
- Journal Title
  
  Journal of the Japanese Society of Computational Statistics
  
  Volume: 28 Issue: 1 Pages: 67-82
- DOI
  10.5183/jjscs.1501001_220
- NAID
  130005434006
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] 適応正則化オンライン学習における特徴選択問題2015
- Author(s)
  野崎俊貴，川野秀一
- Journal Title
  
  2015年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 92-92
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] Fused Lassoに基づくスパース順序ロジットモデリング2015
- Author(s)
  加藤駿典，川野秀一
- Journal Title
  
  2015年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 188-188
- NAID
  130006575671
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] スパース推定と統計解析2015
- Author(s)
  川野秀一
- Journal Title
  
  2015年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 84-147
- Data Source
  KAKENHI-PROJECT-15K15947
[Journal Article] スパース正則化に基づく主成分回帰モデリング2014
- Author(s)
  川野秀一，藤澤洋徳，高田豊行，城石俊彦
- Journal Title
  
  2014年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 248-248
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] ロジスティックモデルに対するスパース正則化2014
- Author(s)
  松井秀俊，川野秀一
- Journal Title
  
  日本計算機統計学会第28回大会講演報告集
  
  Volume: なし Pages: 133-134
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] LASSOによる変数選択のためのAIC2014
- Author(s)
  二宮嘉行，川野秀一
- Journal Title
  
  2014年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 96-96
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] モデル平均化法によるBayesian lasso回帰モデリング2014
- Author(s)
  嶋村海人，川野秀一，小西貞則
- Journal Title
  
  日本計算機統計学会第28回シンポジウム講演報告集
  
  Volume: なし Pages: 27-30
- NAID
  130005160398
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] Adaptive basis expansion via l1 trend filtering2014
- Author(s)
  D. Kim, S. Kawano and Y. Ninomiya
- Journal Title
  
  Computational Statistics
  
  Volume: 29 Issue: 5 Pages: 1005-1023
- DOI
  10.1007/s00180-013-0477-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21340026, KAKENHI-PROJECT-23500353, KAKENHI-PROJECT-24700280
[Journal Article] Selection of tuning parameters in bridge regression models via Bayesian information criterion2014
- Author(s)
  Shuichi Kawano
- Journal Title
  
  Statistical Papers
  
  Volume: 55 Issue: 4 Pages: 1207-1223
- DOI
  10.1007/s00362-013-0561-7
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] Semi-supervised logistic discrimination via labeled data and unlabeled data from different sampling distributions2013
- Author(s)
  Shuichi Kawano
- Journal Title
  
  Statistical Analysis and Data Mining
  
  Volume: 6 Issue: 6 Pages: 472-481
- DOI
  10.1002/sam.11204
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] Bridge回帰モデリングにおけるモデル選択問題2013
- Author(s)
  川野秀一
- Journal Title
  
  日本計算機統計学会第27回シンポジウム講演報告集
  
  Volume: なし Pages: 181-184
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] Bridge回帰モデリングとその評価2012
- Author(s)
  川野秀一
- Journal Title
  
  2012年度統計関連学会連合大会講演報告集
  
  Volume: なし Pages: 312-312
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] 密度比推定に基づく半教師あり識別・判別問題2012
- Author(s)
  川野秀一
- Journal Title
  
  日本計算機統計学会第26回大会講演報告集
  
  Volume: なし Pages: 79-82
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] Adaptive bridge regression modeling and selection of the tuning parameters2012
- Author(s)
  Shuichi Kawano
- Journal Title
  
  Bulletin of Informatics and Cybernetics
  
  Volume: 44 Pages: 29-39
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700280
[Journal Article] Semi-supervised logistic discrimination for functional data2012
- Author(s)
  Shuichi Kawano et al.
- Journal Title
  
  Bulletin of Informatics and Cybernetics
  
  Volume: 44 Pages: 1-15
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] 媒介分析モデルにおけるスパース部分的最小二乗回帰を用いた因果効果推定法2022
- Author(s)
  奥田忠久，吉川剛平，川野秀一
- Organizer
  第16回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 馬蹄事前分布によるベイジアン連結lassoを用いたロジスティック回帰モデリング2022
- Author(s)
  書川侑子，川野秀一
- Organizer
  第25回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 馬蹄事前分布に基づくベイジアン連結lassoとベイジアンHORSES2022
- Author(s)
  書川侑子，嶋村海人，川野秀一
- Organizer
  第16回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Multilinear common component analysis for tensor data based on Kronecker product approach2022
- Author(s)
  K. Yoshikawa, S. Kawano
- Organizer
  The 5th International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Bayesian fused lasso and Bayesian HORSES via horseshoe prior2022
- Author(s)
  Y. Kakikawa, K. Shimamura, S. Kawano
- Organizer
  The 5th International Conference on Econometrics and Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 疎ネットワークlassoに基づく組成データに対するマルチタスク学習2022
- Author(s)
  岡崎彰良，川野秀一
- Organizer
  第16回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Multi-task learning for compositional data based on sparse network lasso regularization2022
- Author(s)
  A. Okazaki, S. Kawano
- Organizer
  The 5th International Conference on Econometrics and Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 二値データにおける馬蹄事前分布によるベイジアン連結lasso回帰モデリング2022
- Author(s)
  書川侑子，川野秀一
- Organizer
  2022年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] ブートストラップ法によるlassoの偽発見率推定2022
- Author(s)
  星野菜南子，川野秀一
- Organizer
  第16回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 二重にロバストな推定量のモデル平均化法における候補モデル集合の構成2022
- Author(s)
  武藤大樹，川野秀一
- Organizer
  第16回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 凸クラスタリングに基づくマルチタスク学習2022
- Author(s)
  岡崎彰良，川野秀一
- Organizer
  2022年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 回帰問題に対する凸クラスタリングによるマルチタスク学習2022
- Author(s)
  岡崎彰良，川野秀一
- Organizer
  第25回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] マルチレベルモデルにおけるベイズ的変数選択法2021
- Author(s)
  篠原和久，吉川剛平，川野秀一
- Organizer
  第15回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] スパース部分的最小二乗回帰に基づく因果媒介分析2021
- Author(s)
  奥田忠久，吉川剛平，川野秀一
- Organizer
  応用統計学会2021年度年会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] スパース部分的最小二乗回帰による媒介分析モデリング2021
- Author(s)
  奥田忠久，吉川剛平，川野秀一
- Organizer
  第15回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] テンソルデータ解析における共通成分分析モデリング2021
- Author(s)
  吉川剛平，川野秀一
- Organizer
  第15回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 馬蹄事前分布による線形回帰係数の併合問題2021
- Author(s)
  書川侑子，嶋村海人，川野秀一
- Organizer
  第15回日本統計学会春季集会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 馬蹄事前分布に基づく連結lasso回帰モデリング2021
- Author(s)
  書川侑子，嶋村海人，川野秀一
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Variable fusion for Bayesian linear regression via spike-and-slab priors2021
- Author(s)
  S. Wu, K. Shimamura, K. Yoshikawa, K. Murayama, S. Kawano
- Organizer
  The 13th KES International Conference on Intelligent Decision Technologies
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 組成データに対するスパースネットワークlasso回帰モデリング2021
- Author(s)
  岡崎彰良，川野秀一
- Organizer
  2021年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 弱情報事前分布に基づく関連ベクトルマシンと拡張予測情報量規準による調整パラメータの選択2020
- Author(s)
  村山一明，川野秀一
- Organizer
  第25回情報・統計科学シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] クロネッカー積表現に基づくテンソル共通成分分析2020
- Author(s)
  吉川剛平，川野秀一
- Organizer
  第25回情報・統計科学シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 罰則付き部分的最小二乗回帰に基づく媒介分析モデルにおける因果効果推定2020
- Author(s)
  奥田忠久，吉川剛平，川野秀一
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] ゲノムにおけるウイルス配列挿入の歴史: k-mer 出現頻度から読み解く2020
- Author(s)
  小嶋将平，吉川剛平，伊東潤平，中川草，堀江真行，川野秀一，朝長啓造，Nicholas F. Parrish．
- Organizer
  日本進化学会第22回オンライン大会
- Data Source
  KAKENHI-PLANNED-16H06430
[Presentation] スパース正準判別分析に基づく万葉短歌の作者の分類とその特徴付け2020
- Author(s)
  川野秀一，村田右富美
- Organizer
  2020年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] クロネッカー積に基づく共分散構造を用いたテンソル共通成分分析2020
- Author(s)
  吉川剛平，川野秀一
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Multiple Kernel Relevance Vector Machine と変分ベイズ法による非線形回帰モデル2020
- Author(s)
  村山一明，川野秀一
- Organizer
  日本物理学会第75回年次大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 弱情報超事前分布と拡張予測情報量規準によるマルチプルカーネル関連ベクトルマシン2020
- Author(s)
  村山一明，川野秀一
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] ベイズスパースモデリングに基づくネットワークlassoによるマルチタスク学習2020
- Author(s)
  嶋村海人，川野秀一
- Organizer
  2020年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Dirichlet-Laplace 分布に基づくネットワーク lasso2020
- Author(s)
  嶋村海人，川野秀一
- Organizer
  第25回情報・統計科学シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 多様体最適化による多変量低ランク回帰モデルのスパース推定2019
- Author(s)
  吉川剛平，川野秀一
- Organizer
  応用統計学会2019年年会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 機械学習を用いた内在性ウイルス様配列の新規検索手法の開発2019
- Author(s)
  小嶋将平、吉川剛平、伊藤潤平、中川草、堀江真行、川野秀一、朝長啓造
- Organizer
  第67回日本ウイルス学会学術集会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] リーマン多様体上における多変量回帰モデルの低ランク推定2019
- Author(s)
  吉川剛平, 川野秀一
- Organizer
  2019年度統計関連学会連合大会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] テンソルデータに対する共通成分分析2019
- Author(s)
  吉川剛平，川野秀一
- Organizer
  第22回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Bayesian sparse convex clustering via NEG distribution2019
- Author(s)
  K. Shimamura, S. Kawano
- Organizer
  The 12th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 機械学習を用いた内在性ウイルス様配列の新規検索手法の開発2019
- Author(s)
  小嶋将平, 吉川剛平, 伊東潤平, 中川草, 堀江真行 ,川野秀一, 朝長啓造.
- Organizer
  第67回日本ウイルス学会学術集会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] 機械学習を用いた内在性ウイルス様配列の新規検索手法の開発. 第67回日本ウイルス学会学術集会2019
- Author(s)
  小嶋将平, 吉川剛平, 伊東潤平, 中川草, 堀江真行, 川野秀一, 朝長啓造.
- Organizer
  第67回日本ウイルス学会学術集会
- Data Source
  KAKENHI-PLANNED-16H06430
[Presentation] 関連ベクトルマシンによる Multiple Kernel 回帰モデリング2019
- Author(s)
  村山一明，川野秀一
- Organizer
  第22回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] リーマン多様体上における多変量回帰モデルの低ランク推定2019
- Author(s)
  吉川剛平，川野秀一
- Organizer
  2019年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] Global-Local 縮小事前分布に基づく Bayesian Convex Clustering2019
- Author(s)
  嶋村海人，川野秀一
- Organizer
  2019年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 多様体最適化による多変量低ランク回帰モデルのスパース推定2019
- Author(s)
  吉川剛平, 川野秀一
- Organizer
  応用統計学会2019年年会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] 正則化法による順序ロジットモデルにおける隣接クラスの統合2019
- Author(s)
  永沼瑞穂，川野秀一
- Organizer
  2019年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 1段階主成分回帰モデルとその応用2019
- Author(s)
  川野秀一
- Organizer
  2019年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-19K11854
[Presentation] 内在性RNAウイルス様配列の新規　　　検索手法の開発と新たなウイルス様配列の同定．2018
- Author(s)
  小嶋将平, 川野秀一, 伊藤潤平, 中川草, 堀江真行, 朝長啓造．
- Organizer
  第41回日本分子生物学会年会．
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] Visualization of Epizootic hemorrhagic Disease Virus Entry and Protein Synthesis2018
- Author(s)
  Eiko Matsuo, Hiroko Omori, Keiichi Saeki, Junichi Kawano
- Organizer
  The 66th Annual Meeting of the Japanese Society for Virology
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] スパース推定法による統計モデリング2018
- Author(s)
  川野秀一
- Organizer
  第12回日本統計学会春季集会
- Invited
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] 内在性RNAウイルス様配列の新規検索手法の開発と新たなウイルス様配列の同定2018
- Author(s)
  小嶋将平、川野秀一、伊東潤平、中川草、堀江真行、朝長啓造
- Organizer
  第41回日本分子生物学会年会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] A one-stage estimation of principal component regression for generalized linear models2018
- Author(s)
  Shuichi Kawano, Hironori Fujisawa, Toyoyuki Takada, Toshihiko Shiroishi
- Organizer
  The 2nd International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06430
[Presentation] Sparse principal component regression via singular value decomposition2018
- Author(s)
  Shuichi Kawano
- Organizer
  The 11th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] A one-stage estimation of principal component regression for generalized linear models2018
- Author(s)
  Shuichi Kawano, Hironori Fujisawa, Toyoyuki Takada, Toshihiko Shiroishi
- Organizer
  The 2nd International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] 内在性RNAウイルス様配列の新規　　　検索手法の開発と新たなウイルス様配列の同定．2018
- Author(s)
  小嶋将平, 川野秀一, 伊藤潤平, 中川草, 堀江真行, 朝長啓造．
- Organizer
  第41回日本分子生物学会年会．
- Data Source
  KAKENHI-PLANNED-16H06430
[Presentation] キュウリモザイクウイルスに無病感染したシロイヌナズナにおけるRNA-seq解析2018
- Author(s)
  高橋英樹, 田原緑, 平山裕也, 宮下脩平, 安藤杉尋, 川野修一, 福原敏行
- Organizer
  平成30年度日本植物病理学会大会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] Further analysis of Ibaraki virus VP6 to produce fluorescence-labeled orbiviruses2018
- Author(s)
  Eiko Matsuo, Marina Hamaji, Hiroko Omori, Hideyuki Tsuji, Akari Saito, Polly Roy, Keiichi Saeki, Takeshi Kobayashi, Junichi Kawano
- Organizer
  13th International dsRNA Virus Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] A one-stage estimation of principal component regression for generalized linear models2018
- Author(s)
  Shuichi Kawano
- Organizer
  The 11th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06430
[Presentation] Biological roles of a loop region of orbivirus VP6 in virus replication2017
- Author(s)
  Eiko Matsuo, Keiichi Saeki, Junichi Kawano & Polly Roy
- Organizer
  第65回日本ウイルス学会学術集会
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] Principal component regression for generalized linear models via L1-type regularization2017
- Author(s)
  S. Kawano, H. Fujisawa, T. Takada, T. Shiroishi
- Organizer
  The 10th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] Principal component regression for generalized linear models via L1-type regularization2017
- Author(s)
  Kawano, S., Fujisawa, H., Takada, T., Shiroishi, T.
- Organizer
  The 10th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Data Source
  KAKENHI-ORGANIZER-16H06429
[Presentation] 分布の逐次推定に基づくオンライン決定木学習2016
- Author(s)
  木村拓海，川野秀一
- Organizer
  第19回情報論的学習理論ワークショップ
- Place of Presentation
  京都大学（京都府・京都市）
- Year and Date
  2016-11-16
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] A one-stage approach for principal component regression via L1-type regularization2016
- Author(s)
  S. Kawano, H. Fujisawa, T. Takada, T. Shiroishi
- Organizer
  The 4th Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  香港（中国）
- Year and Date
  2016-06-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] A one-stage principal component regression method with sparse regularization2016
- Author(s)
  S. Kawano, H. Fujisawa, T. Takada, T. Shiroishi
- Organizer
  2016 CSA & NCCU Joint Statistical Meetings
- Place of Presentation
  台北（台湾）
- Year and Date
  2016-12-09
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] 識別・判別問題におけるオンライン決定木学習2016
- Author(s)
  木村拓海，川野秀一
- Organizer
  2016年度統計関連学会連合大会
- Place of Presentation
  金沢大学（石川県・金沢市）
- Year and Date
  2016-09-04
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] スパース主成分多項ロジスティック回帰モデリングとその応用2016
- Author(s)
  川野秀一，藤澤洋徳，高田豊行，城石俊彦
- Organizer
  2016年度統計関連学会連合大会
- Place of Presentation
  金沢大学（石川県・金沢市）
- Year and Date
  2016-09-04
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] 超高次元スパース回帰法によるゲノムデータ解析2016
- Author(s)
  植木優夫，嶋村海人，川野秀一，小西貞則，田宮元
- 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
  理化学研究所横浜キャンパス（神奈川県・横浜市）
- Year and Date
  2016-02-22
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] スパース主成分ロジスティック回帰に基づくマウスコンソミック系統の解析2016
- Author(s)
  川野秀一
- Organizer
  研究集会「遺伝学と統計学における数理とモデリング」
- Place of Presentation
  政策研究大学院大学（東京都・港区）
- Year and Date
  2016-01-25
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] Fused Lassoに基づくスパース順序ロジットモデリング2015
- Author(s)
  加藤駿典，川野秀一
- Organizer
  2015年度統計関連学会連合大会
- Place of Presentation
  岡山大学（岡山県・岡山市）
- Year and Date
  2015-09-06
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] 適応正則化オンライン学習における特徴選択問題2015
- Author(s)
  野崎俊貴，川野秀一
- Organizer
  2015年度統計関連学会連合大会
- Place of Presentation
  岡山大学（岡山県・岡山市）
- Year and Date
  2015-09-06
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] スパース推定と統計解析2015
- Author(s)
  川野秀一
- Organizer
  2015年度統計関連学会連合大会
- Place of Presentation
  岡山大学（岡山県・岡山市）
- Year and Date
  2015-09-06
- Invited
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] One-stage estimation of principal component regression with sparse regularization2015
- Author(s)
  S. Kawano, H. Fujisawa, T. Takada, T. Shiroishi
- Organizer
  The 8th International Conference of the ERCIM WG on Computational and Methodological Statistics
- Place of Presentation
  ロンドン（イギリス）
- Year and Date
  2015-12-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] 1段階法による主成分回帰モデリング2015
- Author(s)
  川野秀一，藤澤洋徳，高田豊行，城石俊彦
- Organizer
  日本計算機統計学会第29回大会
- Place of Presentation
  山梨県立図書館（山梨県・甲府市）
- Year and Date
  2015-05-14
- Data Source
  KAKENHI-PROJECT-15K15947
[Presentation] Bridge回帰モデリングにおけるモデル選択問題2013
- Author(s)
  川野秀一
- Organizer
  日本計算機統計学会第27回シンポジウム
- Place of Presentation
  崇城大学ホール
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] Tuning parameter selection in bridge regression modeling2013
- Author(s)
  Shuichi Kawano
- Organizer
  The 2013 Joint Statistical Meetings
- Place of Presentation
  Palais des congres de Montreal, Canada
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] Bridge回帰モデリングとその評価2012
- Author(s)
  川野秀一
- Organizer
  2012年度統計関連学会連合大会
- Place of Presentation
  北海道大学
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] Weighted logistic regression modeling for semi-supervised classification2012
- Author(s)
  Shuichi Kawano
- Organizer
  The 2012 Joint Statistical Meetings
- Place of Presentation
  San Diego Convention Center
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] 密度比推定に基づく半教師あり識別・判別問題2012
- Author(s)
  川野秀一
- Organizer
  日本計算機統計学会第26回大会
- Place of Presentation
  香川県社会福祉総合センター
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] スパース正則化に基づく主成分回帰モデリング
- Author(s)
  川野秀一，藤澤洋徳，高田豊行，城石俊彦
- Organizer
  2014年度統計関連学会連合大会
- Place of Presentation
  東京大学（東京都・文京区）
- Year and Date
  2014-09-13 – 2014-09-16
- Invited
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] LASSOによる変数選択のためのAIC
- Author(s)
  二宮嘉行，川野秀一
- Organizer
  2014年度統計関連学会連合大会
- Place of Presentation
  東京大学（東京都・文京区）
- Year and Date
  2014-09-13 – 2014-09-16
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] Sparse principal component regression for simultaneous dimension reduction and variable selection
- Author(s)
  Shuichi Kawano, Hironori Fujisawa
- Organizer
  The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  台北（台湾）
- Year and Date
  2014-06-29 – 2014-07-03
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] AIC-type information criterion for LASSO
- Author(s)
  Yoshiyuki Ninomiya, Shuichi Kawano
- Organizer
  The 3rd Institute of Mathematical Statistics Asia Pacific Rim Meeting
- Place of Presentation
  台北（台湾）
- Year and Date
  2014-06-29 – 2014-07-03
- Data Source
  KAKENHI-PROJECT-24700280
[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（東京都・文京区）
- Year and Date
  2014-05-17 – 2014-05-18
- Data Source
  KAKENHI-PROJECT-24700280
[Presentation] モデル平均化法によるBayesian lasso回帰モデリング
- Author(s)
  嶋村海人，川野秀一，小西貞則
- Organizer
  日本計算機統計学会第28回シンポジウム
- Place of Presentation
  沖縄科学技術大学院大学（沖縄県・国頭郡）
- Year and Date
  2014-11-14 – 2014-11-15
- Data Source
  KAKENHI-PROJECT-24700280

1. Tomonaga Keizo (10301920)

# of Collaborated Projects: 2 results

# of Collaborated Products: 8 results
2. 荒木由布子 (80403913)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. Kawoaka Yoshihiro (70135838)

# of Collaborated Projects: 1 results

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4. Kawabata Yuichiro (10508625)

# of Collaborated Projects: 1 results

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5. 澤洋文 (30292006)

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38. 丸鶴雄平

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Kawano Shuichi 川野 秀一

KAWANO SHUICHI 川野 秀一

Research Projects

Research Products

Co-Researchers

複雑多様データに対する予測スパース統計モデリング手法の開発研究Principal Investigator

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Developing Information Criteria for Modern Statistics

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新たな複雑系データのための関数データ解析手法の開発と適用

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Evaluation of microstructural damage and estimation of expansion attained to date due to internal swelling reaction of concrete

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Innovative Developments of Theories and Methodologies for Large Complex Data

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Model fusion statistical methods for higher-order information extractionPrincipal Investigator

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Neo-virology: the raison d'etre of viruses

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Comprehensive analysis on detection and function of endogenous RNA viruses

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Multivariate statistical modeling for information integration via sparse learningPrincipal Investigator

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Nonlinear multivariate analysis based on statistical machine learning theoryPrincipal Investigator

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[Journal Article] Smoothly varying regularization2023

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[Journal Article] Sparse reduced-rank regression for simultaneous rank and variable selection via manifold optimization2023

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[Journal Article] スパース部分的最小二乗回帰による因果媒介分析2022

Author(s)

Journal Title

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[Journal Article] Multi-task learning for compositional data via sparse network lasso2022

Kawano Shuichi 川野秀一

KAWANO SHUICHI 川野秀一