Tinghui Ouyang

37 papers B 2C 4Journal 29Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy Labels.
IEEE Trans. Emerg. Top. Comput. Intell.
Xun Shen, Zhaojie Luo, Yuanchao Li, Tinghui Ouyang, Yuhu Wu
2025 J jnl
Direction-aware convolutional autoencoder based on positional encoding for one-dimensional anomaly detection.
Inf. Sci.
Qien Yu, Qiong Chang, Tinghui Ouyang, Takio Kurita, Ran Dong
2025 J jnl
Sample-Based Continuous Approximate Method for Constructing Interval Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Xun Shen, Tinghui Ouyang, Kazumune Hashimoto, Yuhu Wu
2025 J jnl
Textual out-of-distribution (OOD) detection for LLM quality assurance.
Knowl. Based Syst.
Tinghui Ouyang, Yoshiki Seo, Isao Echizen
2024 J jnl
Neural architecture search via similarity adaptive guidance.
Appl. Soft Comput.
Yu Xue, Jiajie Zha, Mohamed Wahib, Tinghui Ouyang, Xiao Wang
2024 J jnl
Stability Analysis of ChatGPT-based Sentiment Analysis in AI Quality Assurance.
CoRR
Tinghui Ouyang, AprilPyone MaungMaung, Koichi Konishi, Yoshiki Seo, Isao Echizen
2024 B conf
Textual Out-of-Distribution Data Detection Based on Granular Dictionary.
IEEE Big Data
Tinghui Ouyang, Toshiyuki Amagasa
2023 C conf
A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance.
APSEC
Tinghui Ouyang, Isao Echizen, Yoshiki Seo
2023 J jnl
A Novel Statistical Measure for Out-of-Distribution Detection in Data Quality Assurance.
CoRR
Tinghui Ouyang, Isao Echizen, Yoshiki Seo
2023 C conf
Approximate Confidence Region of State Prediction in Stochastic Dynamical Discrete-Time Systems.
ACC
Xun Shen, Tinghui Ouyang, Yuhu Wu
2023 J jnl
Computing Probabilistic Bounds on State Trajectories for Uncertain Systems.
IEEE Trans. Emerg. Top. Comput. Intell.
Xun Shen, Tinghui Ouyang, Yahui Zhang, Xingguo Zhang
2023 J jnl
Fuzzy rule-based anomaly detectors construction via information granulation.
Inf. Sci.
Tinghui Ouyang, Xinhui Zhang
2023 C conf
Quality Assurance of A GPT-Based Sentiment Analysis System: Adversarial Review Data Generation and Detection.
APSEC
Tinghui Ouyang, Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Isao Echizen, Yoshiki Seo
2023 J jnl
Quality Assurance of A GPT-based Sentiment Analysis System: Adversarial Review Data Generation and Detection.
CoRR
Tinghui Ouyang, Hoang-Quoc Nguyen-Son, Huy H. Nguyen, Isao Echizen, Yoshiki Seo
2023 J jnl
Sample-Based Neural Approximation Approach for Probabilistic Constrained Programs.
IEEE Trans. Neural Networks Learn. Syst.
Xun Shen, Tinghui Ouyang, Nan Yang, Jiancang Zhuang
2022 J jnl
Auto-Encoder-Extreme Learning Machine Model for Boiler NOx Emission Concentration Prediction.
CoRR
Zhenhao Tang, Shikui Wang, Xiangying Chai, Shengxian Cao, Tinghui Ouyang, Yang Li
2022 B conf
Autonomous driving quality assurance with data uncertainty analysis.
IJCNN
Tinghui Ouyang, Yoshinao Isobe, Saïma Sultana, Yoshiki Seo, Yutaka Oiwa
2022 J jnl
DBSCAN-based granular descriptors for rule-based modeling.
Soft Comput.
Tinghui Ouyang, Xinhui Zhang
2022 J jnl
Online structural clustering based on DBSCAN extension with granular descriptors.
Inf. Sci.
Tinghui Ouyang, Xun Shen
2022 C conf
Quality assurance study with mismatched data in sentiment analysis.
APSEC
Tinghui Ouyang, Yoshiki Seo, Yutaka Oiwa
2022 J jnl
Representation learning based on hybrid polynomial approximated extreme learning machine.
Appl. Intell.
Tinghui Ouyang, Xun Shen
2022 J jnl
Structural rule-based modeling with granular computing.
Appl. Soft Comput.
Tinghui Ouyang
2021 — conf
AI robustness analysis with consideration of corner cases.
AITest
Tinghui Ouyang, Yoshinao Isobe, Vicent Sanz Marco, Jun Ogata, Yoshiki Seo, Yutaka Oiwa
2021 — conf
Corner Case Data Description and Detection.
WAIN@ICSE
Tinghui Ouyang, Vicent Sanz Marco, Yoshinao Isobe, Hideki Asoh, Yutaka Oiwa, Yoshiki Seo
2021 J jnl
Corner case data description and detection.
CoRR
Tinghui Ouyang, Vicent Sant Marco, Yoshinao Isobe, Hideki Asoh, Yutaka Oiwa, Yoshiki Seo
2021 J jnl
Feature learning for stacked ELM via low-rank matrix factorization.
Neurocomputing
Tinghui Ouyang
2021 J jnl
Granular Description of Data Structures: A Two-Phase Design.
IEEE Trans. Cybern.
Tinghui Ouyang, Witold Pedrycz, Orion Fausto Reyes-Galaviz, Nick J. Pizzi
2021 J jnl
NOx Measurements in Vehicle Exhaust Using Advanced Deep ELM Networks.
IEEE Trans. Instrum. Meas.
Tinghui Ouyang, Chongwu Wang, Zhangjun Yu, Robert Stach, Boris Mizaikoff, Guang-Bin Huang, Qi-Jie Wang
2021 J jnl
Randomized Computation for the Current Stress Policy Design in the DAB Converter.
IEEE Control. Syst. Lett.
Xun Shen, Tinghui Ouyang, Zhengxi Chen, Shuang Zhao, Jiaxin Fang, Yahui Zhang
2021 J jnl
Rule-Based Modeling With DBSCAN-Based Information Granules.
IEEE Trans. Cybern.
Tinghui Ouyang, Witold Pedrycz, Nick J. Pizzi
2020 J jnl
Cooperative Comfortable-Driving at Signalized Intersections for Connected and Automated Vehicles.
IEEE Robotics Autom. Lett.
Xun Shen, Xingguo Zhang, Tinghui Ouyang, Yuanchao Li, Pongsathorn Raksincharoensak
2020 J jnl
Hybrid Ensemble Framework for Short-Term Wind Speed Forecasting.
IEEE Access
Zhenhao Tang, Gengnan Zhao, Gong Wang, Tinghui Ouyang
2019 J jnl
Modeling and Forecasting Short-Term Power Load With Copula Model and Deep Belief Network.
IEEE Trans. Emerg. Top. Comput. Intell.
Tinghui Ouyang, Yusen He, Huajin Li, Zhiyu Sun, Stephen Baek
2019 J jnl
Monitoring Wind Turbines' Unhealthy Status: A Data-Driven Approach.
IEEE Trans. Emerg. Top. Comput. Intell.
Tinghui Ouyang, Yusen He, Heming Huang
2019 J jnl
Quantitative Analysis of Gas Phase IR Spectra Based on Extreme Learning Machine Regression Model.
Sensors
Tinghui Ouyang, Chongwu Wang, Zhangjun Yu, Robert Stach, Boris Mizaikoff, Bo Liedberg, Guang-Bin Huang, Qi-Jie Wang
2019 J jnl
Record linkage based on a three-way decision with the use of granular descriptors.
Expert Syst. Appl.
Tinghui Ouyang, Witold Pedrycz, Nick J. Pizzi
2017 J jnl
A Deep Learning Framework for Short-term Power Load Forecasting.
CoRR
Tinghui Ouyang, Yusen He, Huajin Li, Zhiyu Sun, Stephen Baek