Ouyang Tinghui オウヤンティングゥイ

Researcher Number	80870849
Other IDs
Affiliation (based on the past Project Information) *help	2023: 国立情報学研究所, 情報社会相関研究系, 特任研究員 2022: 国立研究開発法人産業技術総合研究所, 情報・人間工学領域, 研究員
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related
Keywords	Principal Investigator big data analysis / explainability / anomaly detection / graph neural network / explanation / structure description / information graph / anomaly data detection / data mining / granular computing … More / explaination / data structure / Out-of-distribution / Anomaly detection Less

Research Projects
(1 results)
Research Products
(8 results)

Advanced deep graph neural networks for explainable anomaly detection studyPrincipal Investigator
- Principal Investigator
  
  Ouyang Tinghui
- Project Period (FY)
  2022 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  National Institute of Informatics
  National Institute of Advanced Industrial Science and Technology

All 2023 2022

All Journal Article Presentation

[Journal Article] Fuzzy rule-based anomaly detectors construction via information granulation2023
- Author(s)
  Ouyang Tinghui、Zhang Xinhui
- Journal Title
  
  Information Sciences
  
  Volume: 622 Pages: 985-998
- DOI
  10.1016/j.ins.2022.12.011
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K17961
[Journal Article] Granular Description of Uncertain Data for Classification Rules in Three-Way Decision2022
- Author(s)
  Zhang Xinhui、Ouyang Tinghui
- Journal Title
  
  Applied Sciences
  
  Volume: 12 Issue: 22 Pages: 11381-11381
- DOI
  10.3390/app122211381
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22K17961
[Journal Article] Structural rule-based modeling with granular computing2022
- Author(s)
  Ouyang Tinghui
- Journal Title
  
  Applied Soft Computing
  
  Volume: 128 Pages: 109519-109519
- DOI
  10.1016/j.asoc.2022.109519
- Data Source
  KAKENHI-PROJECT-22K17961
[Journal Article] DBSCAN-based granular descriptors for rule-based modeling2022
- Author(s)
  Ouyang Tinghui、Zhang Xinhui
- Journal Title
  
  Soft Computing
  
  Volume: 26 Issue: 24 Pages: 13249-13262
- DOI
  10.1007/s00500-022-07514-w
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22K17961
[Journal Article] Online structural clustering based on DBSCAN extension with granular descriptors2022
- Author(s)
  Ouyang Tinghui、Shen Xun
- Journal Title
  
  Information Sciences
  
  Volume: 607 Pages: 688-704
- DOI
  10.1016/j.ins.2022.06.027
- Data Source
  KAKENHI-PROJECT-22K17961
[Journal Article] Extension of DBSCAN in Online Clustering: An Approach Based on Three-Layer Granular Models2022
- Author(s)
  Zhang Xinhui、Shen Xun、Ouyang Tinghui
- Journal Title
  
  Applied Sciences
  
  Volume: 12 Issue: 19 Pages: 9402-9402
- DOI
  10.3390/app12199402
- Data Source
  KAKENHI-PROJECT-22K17961
[Presentation] A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance2023
- Author(s)
  T Ouyang, I Echizen, Y Seo
- Organizer
  2023 30th Asia-Pacific Software Engineering Conference (APSEC),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K17961
[Presentation] Quality assurance of a gpt-based sentiment analysis system: Adversarial review data generation and detection2023
- Author(s)
  T Ouyang, HQ Nguyen-Son, HH Nguyen, I Echizen, Y Seo
- Organizer
  2023 30th Asia-Pacific Software Engineering Conference (APSEC),
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-22K17961

Ouyang Tinghui オウヤン ティングゥイ

Research Projects

Research Products

Advanced deep graph neural networks for explainable anomaly detection studyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Fuzzy rule-based anomaly detectors construction via information granulation2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Granular Description of Uncertain Data for Classification Rules in Three-Way Decision2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Structural rule-based modeling with granular computing2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] DBSCAN-based granular descriptors for rule-based modeling2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Online structural clustering based on DBSCAN extension with granular descriptors2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Extension of DBSCAN in Online Clustering: An Approach Based on Three-Layer Granular Models2022

Author(s)

Journal Title

DOI

Data Source

[Presentation] A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance2023

Author(s)

Organizer

Data Source

[Presentation] Quality assurance of a gpt-based sentiment analysis system: Adversarial review data generation and detection2023

Author(s)

Organizer

Data Source

Ouyang Tinghui オウヤンティングゥイ