Tanioka Kensuke 谷岡健資

Researcher Number	40782818
Other IDs
Affiliation (Current)	2025: 同志社大学, 生命医科学部, 准教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 同志社大学, 生命医科学部, 准教授 2020 – 2022: 同志社大学, 生命医科学部, 助教 2019: 和歌山県立医科大学, 医学部, 講師 2017 – 2018: 和歌山県立医科大学, 医学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 90020:Library and information science, humanistic and social informatics-related / Library and information science/Humanistic social informatics Except Principal Investigator Basic Section 61060:Kansei informatics-related
Keywords	Principal Investigator 多変量データ解析 / 次元縮約法 / スパース推定 / 多変量回帰 / 処置効果 / 潜在変数を導入した処置効果推定方法 / 多変量アウトカム / 治療効果 / 多相多元データ解析 / 次元縮約クラスタリング法 … More / クラスタリング / fMRIデータ解析 / MMアルゴリズム / パス解析 / 次元縮約クラスタリング / 次元縮約 / クラスタリング法 … More Except Principal Investigator テンソル回帰 / 生成モデル / データ拡張 / 脳ネットワーク / 創造性 Less

Exploring the neural basis of creativity through tensor regression and data augmentation: a new perspective on brain network structure
- Principal Investigator
  
  日和悟
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61060:Kansei informatics-related
- Research Institution
  Doshisha University
潜在変数に基づく多変量アウトカムに対する治療効果推定方法の開発についてPrincipal Investigator
- Principal Investigator
  
  谷岡健資
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 90020:Library and information science, humanistic and social informatics-related
- Research Institution
  Doshisha University
Three-way three-mode dimensional data analysis for biometric dataPrincipal Investigator
- Principal Investigator
  
  Tanioka Kensuke
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Library and information science/Humanistic social informatics
- Research Institution
  Doshisha University
  Wakayama Medical University

All 2024 2023 2022 2021 2020 2019 2018 2017

All Journal Article Presentation

[Journal Article] Estimation of a treatment effect based on a modified covariates method with $$L_0$$ norm2024
- Author(s)
  Tanioka Kensuke、Okuda Kaoru、Hiwa Satoru、Hiroyasu Tomoyuki
- Journal Title
  
  Artificial Life and Robotics
  
  Volume: 29 Issue: 2 Pages: 250-258
- DOI
  10.1007/s10015-023-00929-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K18020
[Journal Article] Estimation and visualization of heterogeneous treatment effects for multiple outcomes2022
- Author(s)
  Yuki Shintaro、Tanioka Kensuke、Yadohisa Hiroshi
- Journal Title
  
  Statistics in Medicine
  
  Volume: 42 Issue: 5 Pages: 693-715
- DOI
  10.1002/sim.9638
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K18020, KAKENHI-PROJECT-23K11021
[Journal Article] Thresholding Approach for Low-Rank Correlation Matrix Based on MM Algorithm2022
- Author(s)
  Tanioka Kensuke、Furotani Yuki、Hiwa Satoru
- Journal Title
  
  Entropy
  
  Volume: 24 Issue: 5 Pages: 579-579
- DOI
  10.3390/e24050579
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12145, KAKENHI-PROJECT-17K12797
[Journal Article] Low-Rank Approximation of Difference between Correlation Matrices Using Inner Product2021
- Author(s)
  Tanioka Kensuke、Hiwa Satoru
- Journal Title
  
  Applied Sciences
  
  Volume: 11 Issue: 10 Pages: 4582-4582
- DOI
  10.3390/app11104582
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K12797
[Journal Article] Revealing Changes in Brain Functional Networks Caused by Focused-Attention Meditation Using Tucker3 Clustering2020
- Author(s)
  Miyoshi Takuma、Tanioka Kensuke、Yamamoto Shoko、Yadohisa Hiroshi、Hiroyasu Tomoyuki、Hiwa Satoru
- Journal Title
  
  Frontiers in Human Neuroscience
  
  Volume: 13 Pages: 1-11
- DOI
  10.3389/fnhum.2019.00473
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K12145, KAKENHI-PROJECT-17K12797
[Journal Article] Simultaneous method of orthogonal non-metric non-negative matrix factorization and constrained non-hierarchical clustering2019
- Author(s)
  Kensuke Tanioka, Hiroshi Yadohisa
- Journal Title
  
  Journal of Classification
  
  Volume: 36 Issue: 1 Pages: 73-93
- DOI
  10.1007/s00357-018-9284-8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12797, KAKENHI-PROJECT-17K00060
[Journal Article] Constrained nonmetric principal component analysis2019
- Author(s)
  Yuki Yamagishi, Kensuke Tanioka, Hiroshi Yadohisa
- Journal Title
  
  Behaviormetrika
  
  Volume: 46 Issue: 2 Pages: 313-332
- DOI
  10.1007/s41237-019-00087-3
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12797
[Journal Article] Unfolding models for asymmetric dissimilarity data with external information based on path structures2018
- Author(s)
  Tanioka, K. and Yadohisa, H.
- Journal Title
  
  International Journal of Software Innovation
  
  Volume: 6 Issue: 3 Pages: 53-66
- DOI
  10.4018/ijsi.2018070104
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K00060, KAKENHI-PROJECT-17K12797, KAKENHI-PROJECT-26240003, KAKENHI-PROJECT-16K12770
[Journal Article] Asymmetric MDS with Categorical External Information Based on Radius Model2018
- Author(s)
  Tanioka, K and Yadohisa, H.
- Journal Title
  
  Procedia Computer Science
  
  Volume: 140 Pages: 284-291
- DOI
  10.1016/j.procs.2018.10.318
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K00060, KAKENHI-PROJECT-17K12797, KAKENHI-PROJECT-26240003, KAKENHI-PROJECT-16K12770
[Presentation] 外れ値に対してロバストな縮小ランク回帰を用いた処置効果の推定法について2023
- Author(s)
  稗田涼真, 柚木慎太郎, 谷岡健資, 宿久洋
- Organizer
  大分統計談話会・第67回大会
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] Causal rule ensemble method considering the main effect in heterogeneous treatment effect2023
- Author(s)
  Hiraishi, M., Wan, K., Tanioka, K., Yadohisa, H. and Shimokawa, T.
- Organizer
  64th ISI World Statistics Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] 質性治療効果に対する調整型因果ルールアンサンブル法2023
- Author(s)
  平石麻友, 万可, 谷岡健資, 宿久洋, 下川敏雄
- Organizer
  2023年度日本計量生物学会年会
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] Estimation of treatment effects based on robust sparse reduced-rank regression2023
- Author(s)
  Hieda, R., Yuki, S., Tanioka, K. and Yadohisa, H.
- Organizer
  25th International Conference on Computational Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] 異質性治療効果に対する調整型因果ルールアンサンブル法2023
- Author(s)
  平石麻友, 万可, 谷岡健資, 宿久洋, 下川敏雄
- Organizer
  2023年度日本計量生物学会年会
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] Estimation of a treatment effect based on a modified covariate method with L0 norm2023
- Author(s)
  Tanioka, K., Okuda, K., Hiwa, S. and Hiroyasu, T.
- Organizer
  International Symposium on Artificial Life and Robotics (AROB2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] Rank-based multivariate cluster elastic net based on Majorization-Minimization algorithm2022
- Author(s)
  Hiraishi, M., Tanioka, K. and Yadohisa, H.
- Organizer
  European Conference on Data Analysis (ECDA)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] 複数アウトカムに対する Weighting approach を用いた処置効果の推定について2022
- Author(s)
  柚木慎太郎, 谷岡健資, 宿久洋
- Organizer
  応用統計学会2022年年会
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] Rank-based multivariate cluster elastic net について2022
- Author(s)
  平石麻友, 谷岡健資, 宿久洋
- Organizer
  応用統計学会2022年年会
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] Estimation of treatment effects for multiple outcomes by using weighting approach2022
- Author(s)
  Yuki, S., Tanioka, K. and Yadohisa
- Organizer
  Data Science, Statistics & Visualisation (DSSV 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K18020
[Presentation] 低ランク近似に基づく相関行列の差の推定について2020
- Author(s)
  谷岡健資，日和悟
- Organizer
  日本計算機統計学会　第34回シンポジウム
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Dimensional reduction clustering with modified outcome method2019
- Author(s)
  Kensuke Tanioka, Hiroshi Yadohisa
- Organizer
  16th Conferenceof the International Federation of Classification Societies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Joint analysis of the low rank correlation matrices and clustering based on majorization2019
- Author(s)
  Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu, Hiroshi Yadohisa
- Organizer
  25TH ANNUAL MEETING OF THE ORGANIZATION FOR HUMAN BRAIN MAPPING
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] 相関行列の差の内積に対するクラスタリングを伴う低ランク近似について2018
- Author(s)
  谷岡健資, 日和悟, 廣安知之, 宿久洋
- Organizer
  2018年度人工知能学会全国大会(第32回)
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] ワーキングメモリ課題における課題負荷量が脳機能ネットワーク構造に及ぼす影響：機能的結合行列の低ランク近似に基づく検討2018
- Author(s)
  相本武瑠, 風呂谷侑希，谷岡健資，日和悟，宿久洋，廣安知之
- Organizer
  第 16 回日本ワーキングメモリ学会大会
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] 脳機能ネットワークに対する相関分析法について2017
- Author(s)
  谷岡健資，日和悟，廣安知之，宿久洋
- Organizer
  2017年度人工知能学会全国大会（第31回)
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Dimension Reduction Clustering based on Constrained Centroids2017
- Author(s)
  Kensuke Tanioka
- Organizer
  International Federation of Classification Societies 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Clusterwise Low-Rank Correlation Analysis Based on Majorization2017
- Author(s)
  Kensuke Tanioka, Hiroshi Yadohisa
- Organizer
  New Zealand Statistical Association and the International Association of Statistical Computing (Asian Regional Section) Joint Conference 2017
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Generalized Structured Component Analysis for dissimilarity data and multivariate data2017
- Author(s)
  Kensuke Tanioka, Hiroshi Yadohisa
- Organizer
  Big Data, Cloud Computing, and Data Science Engineering (BCD 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Two Stage Approach to Data-Driven Subgroup Identification in Clinial Trials2017
- Author(s)
  Toshio Shimokawa, Kensuke Tanioka,
- Organizer
  New Zealand Statistical Association and the International Association of Statistical Computing (Asian Regional Section) Joint Conference 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Cluster Difference Scaling for Asymmetric Dissimilarity Data based on Unfolding models2017
- Author(s)
  Kensuke Tanioka, Hiroshi Yadohisa
- Organizer
  Hangzhou International statistical symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Adjusted Adaptive Index Model For Binary Response2017
- Author(s)
  Ke Wan, Kensuke Tanioka, Kun Yang, Toshio Shimokawa
- Organizer
  New Zealand Statistical Association and the International Association of Statistical Computing (Asian Regional Section) Joint Conference 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797
[Presentation] Constrained Principal Component Analysis for Nonmetric Data2017
- Author(s)
  Yuki Yamagishi, Kensuke Tanioka, Hiroshi Yadohisa
- Organizer
  61th World Statistics Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12797

1. 日和悟 (00771247)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
2. 高岸茉莉子 (00842147)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 廣安知之 (20298144)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
4. 宿久洋

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

Tanioka Kensuke 谷岡 健資

Research Projects

Research Products

Co-Researchers

Exploring the neural basis of creativity through tensor regression and data augmentation: a new perspective on brain network structure

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

潜在変数に基づく多変量アウトカムに対する治療効果推定方法の開発についてPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Three-way three-mode dimensional data analysis for biometric dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Estimation of a treatment effect based on a modified covariates method with $$L_0$$ norm2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Estimation and visualization of heterogeneous treatment effects for multiple outcomes2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Thresholding Approach for Low-Rank Correlation Matrix Based on MM Algorithm2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Low-Rank Approximation of Difference between Correlation Matrices Using Inner Product2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Revealing Changes in Brain Functional Networks Caused by Focused-Attention Meditation Using Tucker3 Clustering2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Simultaneous method of orthogonal non-metric non-negative matrix factorization and constrained non-hierarchical clustering2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Constrained nonmetric principal component analysis2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Unfolding models for asymmetric dissimilarity data with external information based on path structures2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Asymmetric MDS with Categorical External Information Based on Radius Model2018

Author(s)

Journal Title

DOI

Data Source

[Presentation] 外れ値に対してロバストな縮小ランク回帰を用いた処置効果の推定法について2023

Author(s)

Organizer

Data Source

[Presentation] Causal rule ensemble method considering the main effect in heterogeneous treatment effect2023

Author(s)

Organizer

Data Source

[Presentation] 質性治療効果に対する調整型因果ルールアンサンブル法2023

Author(s)

Organizer

Data Source

[Presentation] Estimation of treatment effects based on robust sparse reduced-rank regression2023

Tanioka Kensuke 谷岡健資

[Presentation] ワーキングメモリ課題における課題負荷量が脳機能ネットワーク構造に及ぼす影響：機能的結合行列の低ランク近似に基づく検討2018