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OUYANG Tinghui

ALUMNI 2025年6月現在、筑波大学が主たる所属機関ではありません

OUYANG, Tinghui

筑波大学
University of Tsukuba , Assistant Professor

オープンアクセス版の論文は「つくばリポジトリ」で読むことができます。
  1. 1. Textual out-of-distribution (OOD) detection for LLM quality assurance Tinghui Ouyang; Yoshiki Seo; Isao Echizen
      Knowledge-Based Systems (2025)
  2. 2. Theory-guided deep neural network for boiler 3-D NOx concentration distribution prediction Zhenhao Tang; Mengxuan Sui; Xu Wang; Wenyuan Xue (+2 著者) Tinghui Ouyang
      Energy 299: (2024)
  3. 3. Sample-Based Continuous Approximate Method for Constructing Interval Neural Network Xun Shen; Tinghui Ouyang; Kazumune Hashimoto; Yuhu Wu
      IEEE Transactions on Neural Networks and Learning Systems 1 (2024)
  4. 4. Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance. Tinghui Ouyang; AprilPyone MaungMaung; Koichi Konishi; Yoshiki SeoIsao Echizen
      CoRR abs/2401.07441: (2024)
  5. 5. Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy Labels Xun Shen; Zhaojie Luo; Yuanchao Li; Tinghui OuyangYuhu Wu
      IEEE Transactions on Emerging Topics in Computational Intelligence (2024)
  6. 6. Fuzzy rule-based anomaly detectors construction via information granulation Tinghui Ouyang; Xinhui Zhang
      Information Sciences 622: 985 (2023)
  7. 7. Sample-Based Neural Approximation Approach for Probabilistic Constrained Programs Xun Shen; Tinghui Ouyang; Nan Yang; Jiancang Zhuang
      IEEE Transactions on Neural Networks and Learning Systems 34: 1058 (2023)
  8. 8. Computing Probabilistic Bounds on State Trajectories for Uncertain Systems Xun Shen; Tinghui Ouyang; Yahui Zhang; Xingguo Zhang
      IEEE Transactions on Emerging Topics in Computational Intelligence 7: 285 (2023)
  9. 9. Approximate Confidence Region of State Prediction in Stochastic Dynamical Discrete-Time Systems Xun Shen; Tinghui Ouyang; Yuhu Wu
      Proceedings of the American Control Conference 2023-May: 4709 (2023)
  10. 10. A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance Tinghui Ouyang; Isao Echizen; Yoshiki Seo
      Proceedings - Asia-Pacific Software Engineering Conference, APSEC abs/2310.07998: 458 (2023)
  11. 11. Quality Assurance of A GPT-Based Sentiment Analysis System: Adversarial Review Data Generation and Detection Tinghui Ouyang; Hoang Quoc Nguyen-Son; Huy H. Nguyen; Isao EchizenYoshiki Seo
      Proceedings - Asia-Pacific Software Engineering Conference, APSEC abs/2310.05312: 450 (2023)
  12. 12. DBSCAN-based granular descriptors for rule-based modeling Tinghui Ouyang; Xinhui Zhang
      Soft Computing 26: 13249 (2022)
  13. 13. Deep Learning Models for SO2Distribution in a 30 MW Boiler via Computational Fluid Dynamics Simulation Data Zhenhao Tang; Hongrui Dong; Chong Zhang; Shengxian CaoTinghui Ouyang
      ACS Omega 7: 41943 (2022)
  14. 14. Granular Description of Uncertain Data for Classification Rules in Three-Way Decision Xinhui Zhang; Tinghui Ouyang
      Applied Sciences (Switzerland) 12: (2022)
  15. 15. A wind turbine bearing fault diagnosis method based on fused depth features in time–frequency​ domain Zhenhao Tang; Mengjiao Wang; Tinghui Ouyang; Fei Che
      Energy Reports 8: 12727 (2022)
  16. 16. Structural rule-based modeling with granular computing Tinghui Ouyang
      Applied Soft Computing 128: 109519 (2022)
  17. 17. Auto-encoder-extreme learning machine model for boiler NOx emission concentration prediction Zhenhao Tang; Shikui Wang; Xiangying Chai; Shengxian Cao (+1 著者) Yang Li
      Energy 256: (2022)
  18. 18. Extension of DBSCAN in Online Clustering: An Approach Based on Three-Layer Granular Models Xinhui Zhang; Xun Shen; Tinghui Ouyang
      Applied Sciences (Switzerland) 12: (2022)
  19. 19. Editorial: Advanced Anomaly Detection Technologies and Applications in Energy Systems Tinghui Ouyang; Xun Shen; Yusen He; Zhenhao TangYahui Zhang
      Frontiers in Energy Research 10: (2022)
  20. 20. Online structural clustering based on DBSCAN extension with granular descriptors Tinghui Ouyang; Xun Shen
      Information Sciences 607: 688 (2022)
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