Kubo Takatomi 久保孝富

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KUBO Takatomi 久保孝富

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Researcher Number	20631550
Other IDs
Affiliation (Current)	2025: 奈良先端科学技術大学院大学, 先端科学技術研究科, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 奈良先端科学技術大学院大学, 先端科学技術研究科, 准教授 2018 – 2020: 奈良先端科学技術大学院大学, 先端科学技術研究科, 特任准教授 2018: 奈良先端科学技術大, 先端科学技術研究科, 教授 2015 – 2017: 奈良先端科学技術大学院大学, 情報科学研究科, 特任准教授 2015: 奈良先端科学技術大学院大学, 情報科学研究科, 准教授
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / Rehabilitation science/Welfare engineering Except Principal Investigator Basic Section 90150:Medical assistive technology-related / Basic Section 58080:Gerontological nursing and community health nursing-related / Biology of Cells to Organisms, and related fields / Complex systems / Intelligent informatics
Keywords	Principal Investigator ノンパラメトリックベイズ法 / 時系列分節化 / 階層構造 / 相互作用 / 発話 / 機会学習 / 多点表面筋電位信号 / 分節化 / 表面筋電位信号 / 深層学習 … More Except Principal Investigator … More 機械学習 / ウェアラブルデバイス / 熱中症アラーム / 心拍変動 / 異常検知 / ウェアラブルセンサ / 心拍変動解析 / 熱中症 / 看護学 / 高齢者 / ボタン押し課題 / ワーキングメモリ / 自律神経活動 / 手洗い / 認知症 / 群れ / RFID / 長期モニタリング / 集団 / 幼少期環境 / 自動解析 / マウス / 戦略 / オキシトシン / 半野生化 / 自動解析システム / 集団行動 / 知能ロボティックス / 知能機械 / 認知科学 / 脳・神経 / 人工知能 / 知能ロボティクス / ソフトコンピューティング / 風況予測 / システム生物学 / ヘビーテイル / 運転行動モデリング / セミパラメトリックモデル / ノンパラメトリックベイズ法 Less

認知症高齢者における大脳の機能維持を目的とした手洗いの検証
- Principal Investigator
  
  徳重あつ子
- Project Period (FY)
  2019 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 58080:Gerontological nursing and community health nursing-related
- Research Institution
  Mukogawa Women's University
Development of Heat Stroke Alert System by Wearable Device
- Principal Investigator
  
  Fujiwara Koichi
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90150:Medical assistive technology-related
- Research Institution
  Nagoya University
Development of an extraction method of interaction patterns from heterogeneous time series datasets and its evaluationPrincipal Investigator
- Principal Investigator
  
  Kubo Takatomi
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Nara Institute of Science and Technology
Identification of neural function for establishing a complex social in mouse
- Principal Investigator
  
  Kikusui Takefumi
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Research Field
  
  Biology of Cells to Organisms, and related fields
- Research Institution
  Azabu University
Understanding Neural Computation for Double Articulation Analysis Bridging Sensory-motor Information and Natural Language in Human Brain
- Principal Investigator
  
  Taniguchi Tadahiro
- Project Period (FY)
  2016 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Ritsumeikan University
Development of communication aid technology for speech disorder using speech recognition from electromyographic signals derived with multi-electrode arrayPrincipal Investigator
- Principal Investigator
  
  Kubo Takatomi
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Rehabilitation science/Welfare engineering
- Research Institution
  Nara Institute of Science and Technology
Extension of nonparametric Bayesian methods to semiparametric models and its applications
- Principal Investigator
  
  Ikeda Kazushi
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Nara Institute of Science and Technology

All 2022 2021 2020 2019 2018 2017 2015

All Journal Article Presentation Patent

[Journal Article] Multi-Level Attention Pooling for Graph Neural Networks: Unifying Graph Representations with Multiple Localities2022
- Author(s)
  Takeshi D. Itoh, Takatomi Kubo, Kazushi Ikeda
- Journal Title
  
  Neural Networks
  
  Volume: 145 Pages: 356-373
- DOI
  10.1016/j.neunet.2021.11.001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K19821, KAKENHI-PLANNED-16H06569, KAKENHI-PROJECT-19J20669
[Journal Article] Extraction of Hierarchical Behavior Patterns Using a Non-parametric Bayesian Approach2020
- Author(s)
  Briones Jeric、Kubo Takatomi、Ikeda Kazushi
- Journal Title
  
  Frontiers in Computer Science
  
  Volume: 2
- DOI
  10.3389/fcomp.2020.546917
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-16H06569
[Journal Article] The Brain Controlling Human Intelligence and Machine Learning as its Model2019
- Author(s)
  久保孝富, 幾谷吉晴,
- Journal Title
  
  SYSTEMS, CONTROL AND INFORMATION
  
  Volume: 63 Issue: 3 Pages: 124-129
- DOI
  10.11509/isciesci.63.3_124
- NAID
  130007706799
- ISSN
  0916-1600, 2424-1806
- Year and Date
  2019-03-15
- Language
  Japanese
- Data Source
  KAKENHI-PLANNED-16H06569
[Journal Article] Roles of pre-training in deep neural networks from information theoretical perspective2017
- Author(s)
  Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda
- Journal Title
  
  Neurocomputing
  
  Volume: 248 Pages: 76-79
- DOI
  10.1016/j.neucom.2016.12.083
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PUBLICLY-15H01620, KAKENHI-PROJECT-15K16395
[Journal Article] Variational Bayesian inference algorithms for infinite relational model of network data2015
- Author(s)
  Takuya Konishi, Takatomi Kubo, Kazuho Watanabe, and Kazushi Ikeda
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: to be assigned Issue: 9 Pages: 2176-2181
- DOI
  10.1109/tnnls.2014.2362012
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700175, KAKENHI-PLANNED-25120014, KAKENHI-PLANNED-25118009, KAKENHI-PROJECT-25280083, KAKENHI-PUBLICLY-15H01620
[Patent] 熱中症発症検知装置2020
- Inventor(s)
  藤原幸一，太田鴻志，山川俊貴，久保孝富
- Industrial Property Rights Holder
  国立大学法人東海国立大学機構
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2020-097152
- Filing Date
  2020
- Data Source
  KAKENHI-PROJECT-19H04501
[Presentation] Development of Time Series-Considered Heart Rate Variability Measurement-using Heat Illness Prevention Model with Multivariate Statistical Process Control2021
- Author(s)
  K. Ota, K. Fujiwara, T. Yamakawa, T. Kubo
- Organizer
  SICE Life Engineering 2021
- Invited
- Data Source
  KAKENHI-PROJECT-19H04501
[Presentation] 心拍変動解析と多変量統計的プロセス管理による熱中症検知モデルの開発2020
- Author(s)
  太田鴻志，藤原幸一，稲津尚，山川俊貴，久保孝富
- Organizer
  人工知能学会
- Data Source
  KAKENHI-PROJECT-19H04501
[Presentation] Contrasting Human and Machine Intelligence for Program Comprehension2020
- Author(s)
  Takeshi D. Itoh, Takatomi Kubo, Kiyoka Ikeda, Yoshiharu Ikutani, Yuki Maruno, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda
- Organizer
  脳と心のメカニズム第20回冬のワークショップ
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] A segmentation-based approach for detecting switching interaction2019
- Author(s)
  Jeric Briones, Takatomi Kubo, Kazushi Ikeda
- Organizer
  10th IBRO World Congress of Neuroscience
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Evaluation of Emotional Impact of Lyrics and Singing Based on Heart Rate Variability2019
- Author(s)
  Marie Ohki, Takatomi Kubo, Yuki Maruno, Koichi Fujiwara, Toshitaka Yamakawa, Kazushi Ikeda
- Organizer
  APSIPA BioSiPS Workshop 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Towards generation of visual attention map for source code2019
- Author(s)
  Takeshi D. Itoh, Takatomi Kubo, Kiyoka Ikeda, Yuki Maruno, Yoshiharu Ikutani, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda
- Organizer
  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] A Visual Attention Map for Gaze Behavior Analysis in Source Code Comprehension2019
- Author(s)
  Takeshi D. Itoh, Takatomi Kubo, Kiyoka Ikeda, Yuki Maruno, Yoshiharu Ikutani, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda
- Organizer
  APSIPA BioSiPS Workshop 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Towards generation of visual attention map for source code2019
- Author(s)
  Takeshi D. Itoh, Takatomi Kubo, Kiyoka Ikeda, Yuki Maruno, Yoshiharu Ikutani, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda
- Organizer
  33rd Conference on Neural Information Processing Systems (NeurIPS 2019) Workshop of Context and Compositionality in Biological and Artificial Neural Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06569
[Presentation] Toward Imitating Visual Attention of Experts in Software Development Tasks2019
- Author(s)
  Y. Ikutani, N. Koganti, H. Hata, T. Kubo, and K. Matsumoto
- Organizer
  6th International Workshop on Eye Movements in Programming (EMIP 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Towards generation of visual attention map for source code2019
- Author(s)
  Takeshi D. Itoh, Takatomi Kubo, Kiyoka Ikeda, Yuki Maruno, Yoshiharu Ikutani, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda
- Organizer
  NeurIPS 2019 Workshop of Context and Compositionality in Biological and Artificial Neural Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Toward Identifying the Neural Basis of Programming Expertise: an fMRI Study with Expert Programmers2019
- Author(s)
  Yoshiharu Ikutani, Takatomi Kubo, Satoshi Nishida, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda, Shinji Nishimoto
- Organizer
  APSIPA BioSiPS Workshop 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Toward Imitating Visual Attention of Experts in Software Development Tasks2019
- Author(s)
  Y. Ikutani, N. Koganti, H. Hata, T. Kubo, and K. Matsumoto
- Organizer
  6th International Workshop on Eye Movements in Programming (EMIP 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06569
[Presentation] Detecting switching causal interactions using hierarchical segmentation approach2018
- Author(s)
  Jeric Briones, Takatomi Kubo and Kazushi Ikeda
- Organizer
  NeurIPS 2018 Workshop on Causal Learning
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06569
[Presentation] Detecting switching interaction using non-parametric Bayesian segmentation approach2018
- Author(s)
  Jeric Briones, Takatomi Kubo and Kazushi Ikeda
- Organizer
  NeurIPS 2018 Workshop on All of Bayesian Nonparametrics
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-16H06569
[Presentation] Tracking of Body Parts of the Dog using DeepLabCut2018
- Author(s)
  Satoshi Murashige, Takatomi Kubo, Rina Ouchi, Eri Nakahara, Takefumi Kikusui, Kazushi Ikeda
- Organizer
  日本動物心理学会第78回大会
- Data Source
  KAKENHI-PROJECT-17K19408
[Presentation] Detecting switching causal interactions using hierarchical segmentation approach2018
- Author(s)
  J. Briones, T. Kubo and K. Ikeda
- Organizer
  NeurIPS 2018 Workshop on Causal Learning
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Detecting switching interaction using non-parametric Bayesian segmentation approach2018
- Author(s)
  J. Briones, T. Kubo and K. Ikeda
- Organizer
  NeurIPS 2018 Workshop on All of Bayesian Nonparametrics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18108
[Presentation] Double Articulation Approach for Segmentation of Human Interaction using BP-AR-HMM and NPYLM2017
- Author(s)
  Jeric Briones, Takatomi Kubo, Kazushi Ikeda
- Organizer
  The Thirty-first Annual Conference on Neural Information Processing Systems (workshop "ADVANCES IN MODELING AND LEARNING INTERACTIONS FROM COMPLEX DATA")
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16395
[Presentation] ディープニューラルネットワークの入力符号化能力の情報理論的評価2015
- Author(s)
  古庄泰隆，久保孝富，池田和司
- Organizer
  計測自動制御学会システム・情報部門学術講演会
- Place of Presentation
  函館アリーナ（北海道函館市）
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-25280083
[Presentation] Information Theoretical Analysis of Deep Learning Representations2015
- Author(s)
  Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda
- Organizer
  International Conference on Neural Information Processing
- Place of Presentation
  Istanbul, Turkey
- Year and Date
  2015-11-09
- Data Source
  KAKENHI-PROJECT-25280083
[Presentation] ディープニューラルネットワークの入力符号化能力の情報理論的評価2015
- Author(s)
  古庄泰隆, 久保孝富, 池田和司
- Organizer
  計測自動制御学会システム・情報部門学術講演会 2015
- Place of Presentation
  北海道函館市
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-15K16395
[Presentation] ガウス過程識別器に基づく視線行動からの運転熟練者と非熟練者の識別2015
- Author(s)
  張祖杰，久保孝富，渡辺仁，池田和司，柴田智広，坂東誉司，人見謙太郎，江川万寿三
- Organizer
  計測自動制御学会システム・情報部門学術講演会
- Place of Presentation
  函館アリーナ（北海道函館市）
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-25280083
[Presentation] Information Theoretical Analysis of Deep Learning Representations2015
- Author(s)
  Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda
- Organizer
  the 22nd International Conference on Neural Information Processing
- Place of Presentation
  トルコ　イスタンブール
- Year and Date
  2015-11-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16395

1. Ikeda Kazushi (10262552)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
2. Yamakawa Toshitaka (60510419)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
3. SAKUMURA Yuichi (50324968)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. WATANABE Kazuho (10506744)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
5. Taniguchi Tadahiro (80512251)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. Kikusui Takefumi (90302596)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. Fujiwara Koichi (10642514)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
8. 松香敏彦 (30466693)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 田口亮 (70508415)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 岩橋直人 (90394999)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 小林一郎 (60281440)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 茂木一孝 (50347308)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 徳重あつ子 (30555644)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 片山恵 (60295772)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 横島啓子 (50369469)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 杉浦圭子 (10563877)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 鈴木みゆき (30510987)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
18. 片山修 (20295778)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. 丸野由希 (20757760)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
20. 加納学 (30263114)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
21. 佐藤大典 (40846812)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
22. 北野友梧 (90914101)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
23. 坂内悠 (90881491)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Kubo Takatomi 久保 孝富

KUBO Takatomi 久保 孝富

Research Projects

Research Products

Co-Researchers

認知症高齢者における大脳の機能維持を目的とした手洗いの検証

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Heat Stroke Alert System by Wearable Device

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of an extraction method of interaction patterns from heterogeneous time series datasets and its evaluationPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Identification of neural function for establishing a complex social in mouse

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Understanding Neural Computation for Double Articulation Analysis Bridging Sensory-motor Information and Natural Language in Human Brain

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of communication aid technology for speech disorder using speech recognition from electromyographic signals derived with multi-electrode arrayPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Extension of nonparametric Bayesian methods to semiparametric models and its applications

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Multi-Level Attention Pooling for Graph Neural Networks: Unifying Graph Representations with Multiple Localities2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Extraction of Hierarchical Behavior Patterns Using a Non-parametric Bayesian Approach2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] The Brain Controlling Human Intelligence and Machine Learning as its Model2019

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Roles of pre-training in deep neural networks from information theoretical perspective2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Variational Bayesian inference algorithms for infinite relational model of network data2015

Author(s)

Journal Title

DOI

Data Source

[Patent] 熱中症発症検知装置2020

Inventor(s)

Industrial Property Rights Holder

Industrial Property Rights Type

Kubo Takatomi 久保孝富

KUBO Takatomi 久保孝富

[Presentation] 心拍変動解析と多変量統計的プロセス管理による熱中症検知モデルの開発2020