TANAKA KATSUYUKI 田中克幸

… Alternative Names

田中克幸タナカカツユキ

Tanaka Katsuyuki 田中克幸

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Researcher Number	80448167
Other IDs
Affiliation (Current)	2025: 滋賀大学, データサイエンス学系, 助教 2025: 神戸大学, 計算社会科学研究センター, リサーチフェロー 2025: 神戸大学, 経済学研究科, 経済学研究科研究員
Affiliation (based on the past Project Information) *help	2023: 神戸大学, 計算社会科学研究センター, 特命講師 2018 – 2021: 神戸大学, 経済学研究科, 経済学研究科研究員 2020: 神戸大学, 経済経営研究所, 特命講師 2017: 神戸大学, 工学部, 研究員 2017: 神戸大学, 経済学研究科, 研究員
Review Section/Research Field	Principal Investigator Basic Section 07030:Economic statistics-related / Economic statistics Except Principal Investigator Economic statistics / Economics, Business Administration, and related fields
Keywords	Principal Investigator Data Science / Technology / Vulnerability Analysis / Machine Learning / Graph / Data Base / データサイエンス / 計量経済学 / 検索技術 / 特許分析 / 情報検索 / 技術分析 … More Except Principal Investigator … More 金融リスク / データサイエンス / 計量ファイナンス / システミック・リスク / ウエーブレット / コピュラ / 機械学習 / 金融リスク管理 / システミックリスク / 波及メカニズム / リスク管理 / 持続可能性 / 市場経済 / 途上国の貧困・格差 / 人口・食料 / 環境・エネルギー / 持続的成長可能性 Less

The Power of Technology: Data Scienceで読み解く技術が及ぼす企業や国への影響Principal Investigator
- Principal Investigator
  
  田中克幸
- Project Period (FY)
  2023 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 07030:Economic statistics-related
- Research Institution
  Kobe University
Patent Data and Economic Analysis based on Data SciencePrincipal Investigator
- Principal Investigator
  
  Tanaka Katsuyuki
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Economic statistics
- Research Institution
  Kobe University
Research on the Sustainable Growth of Market Economy: Challenge based on Data Science
- Principal Investigator
  
  HAMORI SHIGEYUKI
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Research Field
  
  Economics, Business Administration, and related fields
- Research Institution
  Kobe University
Research on financial risk management and its spillover mechanisms using a data science approach
- Principal Investigator
  
  Hamori Shigeyuki
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Economic statistics
- Research Institution
  Kobe University

All 2021 2019 2018 2017

All Journal Article

[Journal Article] Measuring Technological Competition among Big Five Using Patent Data: A Systematic and Scalable Approach Based on Information Retrieval Technology2021
- Author(s)
  Katsuyuki TANAKA, Takashi KAMIHIGASHI
- Journal Title
  
  RIEB Discussion Paper Series
  
  Volume: DP2021-06
- Data Source
  KAKENHI-PROJECT-17K03659
[Journal Article] New Dataset for Forecasting Realized Volatility: Is the Tokyo Stock Exchange Co-Location Dataset Helpful for Expansion of the Heterogeneous Autoregressive Model in the Japanese Stock Market?2021
- Author(s)
  Higashide Takuo、Tanaka Katsuyuki、Kinkyo Takuji、Hamori Shigeyuki
- Journal Title
  
  Journal of Risk and Financial Management
  
  Volume: 14, #215 Issue: 5 Pages: 215-215
- DOI
  10.3390/jrfm14050215
- NAID
  120007097084
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H00983
[Journal Article] ANALYZING INDUSTRY‐LEVEL VULNERABILITY BY PREDICTING FINANCIAL BANKRUPTCY2019
- Author(s)
  Tanaka Katsuyuki、Higashide Takuo、Kinkyo Takuji、Hamori Shigeyuki
- Journal Title
  
  Economic Inquiry
  
  Volume: 57 Issue: 4 Pages: 2017-2034
- DOI
  10.1111/ecin.12817
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K01610, KAKENHI-PROJECT-17H00983
[Journal Article] Can We Forecast Daily Oil Futures Prices? Experimental Evidence from Convolutional Neural Networks2019
- Author(s)
  Luo Zhaojie、Cai Xiaojing、Tanaka Katsuyuki、Takiguchi Tetsuya、Kinkyo Takuji、Hamori Shigeyuki
- Journal Title
  
  Journal of Risk and Financial Management
  
  Volume: 12(1) Issue: 1 Pages: 1-13
- DOI
  10.3390/jrfm12010009
- NAID
  120006624225
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H00983, KAKENHI-PROJECT-17K18564
[Journal Article] Asymmetric technological distance measure based on language model2019
- Author(s)
  Tanaka Katsuyuki、Kinkyo Takuji、Hamori Shigeyuki
- Journal Title
  
  Applied Economics Letters
  
  Volume: - Issue: 18 Pages: 1-4
- DOI
  10.1080/13504851.2019.1584364
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K03659
[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2018
- Author(s)
  Tanaka, K., Kinkyo, T., and Hamori, S.
- Journal Title
  
  Sustainability,
  
  Volume: 10(5) Pages: 1-18
- NAID
  120006488453
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H00983
[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2018
- Author(s)
  Tanaka Katsuyuki、Kinkyo Takuji、Hamori Shigeyuki
- Journal Title
  
  Sustainability
  
  Volume: 10(5) Issue: 5 Pages: 1-18
- DOI
  10.3390/su10051530
- NAID
  120006488453
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K18564
[Journal Article] Oil Price Forecasting Using Supervised GANs with Continuous Wavelet Transform Features2018
- Author(s)
  Luo, Z., Chen, J., Cai,X.J., Tanaka,K., Takiguchi, T., Kinkyo, T., and Hamori, S.
- Journal Title
  
  Proceedings - International Conference on Pattern Recognition
  
  Volume: - Pages: 830-835
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K18564
[Journal Article] Oil Price Forecasting Using Supervised GANs with Continuous Wavelet Transform Features2018
- Author(s)
  Luo, Z., Chen, J., Cai,X.J., Tanaka,K., Takiguchi, T., Kinkyo, T., and Hamori, S.
- Journal Title
  
  Proceedings - International Conference on Pattern Recognition
  
  Volume: - Pages: 830-835
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H00983
[Journal Article] Forecasting the Vulnerability of Industrial Economic Activities: Predicting the Bankruptcy of Companies2017
- Author(s)
  Tanaka, K., Higashide, T., Kinkyo, T., and Hamori, S.
- Journal Title
  
  Journal of Management Information and Decision Sciences
  
  Volume: 20 Pages: 1-23
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K18564
[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2017
- Author(s)
  Tanaka, K., Kinkyo, T. and Hamori, S.
- Journal Title
  
  Discussion Paper (Graduate School of Economics, Kobe University)
  
  Volume: No.1720
- NAID
  120006488453
- Data Source
  KAKENHI-PROJECT-17K18564
[Journal Article] Forecasting the Vulnerability of Industrial Economic Activities: Predicting the Bankruptcy of Companies2017
- Author(s)
  Tanaka,K., Higashide, T., Kinkyo, T., and Hamori, S.
- Journal Title
  
  Journal of Management Information and Decision Sciences
  
  Volume: 20 Pages: 1-23
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H00983
[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2017
- Author(s)
  Tanaka, K., Kinkyo, T., and Hamori, S.
- Journal Title
  
  Discussion Paper (Graduate School of Economics, Kobe University)
  
  Volume: No.1720
- NAID
  120006488453
- Data Source
  KAKENHI-PROJECT-17H00983

1. HAMORI SHIGEYUKI (60189628)

# of Collaborated Projects: 2 results

# of Collaborated Products: 10 results
2. 有木康雄 (10135519)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
3. 金京拓司 (50527637)

# of Collaborated Projects: 2 results

# of Collaborated Products: 11 results
4. 滝口哲也 (40397815)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
5. 中村保 (00237413)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 竹内憲司 (40299962)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 衣笠智子 (70324902)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 井上武 (20450546)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 辻隆司 (00626905)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

TANAKA KATSUYUKI 田中 克幸

田中 克幸 タナカ カツユキ

Tanaka Katsuyuki 田中 克幸

Research Projects

Research Products

Co-Researchers

The Power of Technology: Data Scienceで読み解く技術が及ぼす企業や国への影響Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Patent Data and Economic Analysis based on Data SciencePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Research on the Sustainable Growth of Market Economy: Challenge based on Data Science

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Research on financial risk management and its spillover mechanisms using a data science approach

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Measuring Technological Competition among Big Five Using Patent Data: A Systematic and Scalable Approach Based on Information Retrieval Technology2021

Author(s)

Journal Title

Data Source

[Journal Article] New Dataset for Forecasting Realized Volatility: Is the Tokyo Stock Exchange Co-Location Dataset Helpful for Expansion of the Heterogeneous Autoregressive Model in the Japanese Stock Market?2021

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] ANALYZING INDUSTRY‐LEVEL VULNERABILITY BY PREDICTING FINANCIAL BANKRUPTCY2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Can We Forecast Daily Oil Futures Prices? Experimental Evidence from Convolutional Neural Networks2019

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Asymmetric technological distance measure based on language model2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2018

Author(s)

Journal Title

NAID

Data Source

[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2018

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Oil Price Forecasting Using Supervised GANs with Continuous Wavelet Transform Features2018

Author(s)

Journal Title

Data Source

[Journal Article] Oil Price Forecasting Using Supervised GANs with Continuous Wavelet Transform Features2018

Author(s)

Journal Title

Data Source

[Journal Article] Forecasting the Vulnerability of Industrial Economic Activities: Predicting the Bankruptcy of Companies2017

Author(s)

Journal Title

Data Source

[Journal Article] Financial Hazard Map: Financial Vulnerability Predicted by a Random Forests Classification Model2017

TANAKA KATSUYUKI 田中克幸

田中克幸タナカカツユキ

Tanaka Katsuyuki 田中克幸