Yuan Yao

40 papers Journal 34Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable Neural Network meets Graph Neural Network: Recent advances in process fault detection and diagnosis.
Comput. Chem. Eng.
Yi Liu, Bingbing Shen, David Shan-Hill Wong, Mingwei Jia, Yuan Yao
2026 J jnl
Integrating process data and topology information through edge-group sparse principal component analysis for process analytics.
Comput. Chem. Eng.
Yi Liu, Po-Wei Yeh, Mingwei Jia, Po-Chun Mao, Yuan Yao
2025 J jnl
A novel dynamic machine learning-based explainable fusion monitoring: application to industrial and chemical processes.
Mach. Learn. Sci. Technol.
Husnain Ali, Rizwan Safdar, Yuanqiang Zhou, Yuan Yao, Le Yao, Zheng Zhang, Weilong Ding, Furong Gao
2025 J jnl
Corrigendum to "Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory" [Computers & Chemical Engineering 189, 108790].
Comput. Chem. Eng.
Zhen-Feng Jiang, Xi-Zhan Wei, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
2025 J jnl
Exploring the Effects of 3D Gaze Stimulation and Color Performance in Augmented Reality-Based Steady-State Visual Evoked Potential.
Adv. Intell. Syst.
Yiting Geng, Banghua Yang, Mengao Guo, Yuan Yao, Yonghuai Zhang, Luting Chen, Xinxing Xia
2025 J jnl
Physics-Informed Neural Networks for Defect Detection and Thermal Diffusivity Evaluation in Carbon Fiber-Reinforced Polymer Using Pulsed Thermography.
IEEE Trans. Instrum. Meas.
Wei Hng Lim, Stefano Sfarra, Tung-Yu Hsiao, Yuan Yao
2025 J jnl
Prioritized fault detection and diagnosis in chemical industry using production loss-guided cost matrix with self-attention mechanism.
Reliab. Eng. Syst. Saf.
Santi Bardeeniz, Chanin Panjapornpon, Tawesin Jitchaiyapoom, David Shan-Hill Wong, Yuan Yao
2025 J jnl
Process monitoring and dynamic fusion of complex industrial systems: A reconstruction-based Bayesian framework.
Comput. Chem. Eng.
Husnain Ali, Rizwan Safdar, Jinfeng Liu, Muhammad Bilal Asif, XiangRui Zhang, Muhammad Hammad Rasool, Yuan Yao, Le Yao, Jian Ding, Furong Gao
2025 J jnl
Quality-aware industrial data imputation with self-supervised recovery for process soft sensor development.
Comput. Chem. Eng.
Yun Dai, Chao Yang, Kaixin Liu, Yi Liu, Yuan Yao
2024 J jnl
A hierarchical granger causality analysis framework based on information of redundancy for root cause diagnosis of process disturbances.
Comput. Chem. Eng.
Jianguo Wang, Rui Chen, Xiang-Yun Ye, Zhong-Tao Xie, Yuan Yao, Li-Lan Liu
2024 J jnl
Advance industrial monitoring of physio-chemical processes using novel integrated machine learning approach.
J. Ind. Inf. Integr.
Husnain Ali, Rizwan Safdar, Muhammad Hammad Rasool, Hirra Anjum, Yuanqiang Zhou, Yuan Yao, Le Yao, Furong Gao
2024 J jnl
Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory.
Comput. Chem. Eng.
Zhen-Feng Jiang, Xi-Zhan Wei, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
2023 J jnl
Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns.
Sensors
Yi Liu, Yuxin Jiang, Zengliang Gao, Kaixin Liu, Yuan Yao
2023 J jnl
Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites.
IEEE Trans. Ind. Informatics
Kaixin Liu, Mingkai Zheng, Yi Liu, Jianguo Yang, Yuan Yao
2023 J jnl
Generative Deep Learning-Based Thermographic Inspection of Artwork.
Sensors
Yi Liu, Fumin Wang, Zhili Jiang, Stefano Sfarra, Kaixin Liu, Yuan Yao
2023 J jnl
Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model.
IEEE Trans. Instrum. Meas.
Junhua Zheng, Yangxuan Liu, Yi Liu, Beiping Hou, Yuan Yao, Le Zhou
2022 — conf
Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology.
HBAI@IJCAI
Yiling Huang, Banghua Yang, Zhaokun Wang, Yuan Yao, Mengdie Xu, Xinxing Xia
2022 J jnl
Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites.
IEEE Trans. Instrum. Meas.
Kaixin Liu, Qing Yu, Yi Liu, Jianguo Yang, Yuan Yao
2022 J jnl
Electroencephalograph-based emotion recognition using convolutional neural network without manual feature extraction.
Appl. Soft Comput.
Jianguo Wang, Hui-Min Shao, Yuan Yao, Jian-Long Liu, Hua-Ping Sun, Shi-Wei Ma
2022 J jnl
Signal Enhancement in Defect Detection of CFRP Material Using a Combination of Difference of Gaussian Convolutions and Sparse Principal Component Thermography.
IEEE Access
Wei Liu, Beiping Hou, Yuan Yao, Le Zhou
2022 J jnl
Thermographic Imaging in Cultural Heritage: A Short Review.
Sensors
Vasiliki Dritsa, Noemi Orazi, Yuan Yao, Stefano Paoloni, Maria Koui, Stefano Sfarra
2021 J jnl
A Personalized Feature Extraction and Classification Method for Motor Imagery Recognition.
Mob. Networks Appl.
Jianguo Wang, Hui-Min Shao, Yuan Yao, Jian-Long Liu, Shi-Wei Ma
2021 J jnl
Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes.
IEEE Trans. Ind. Informatics
Hongying Deng, Keyun Yang, Yi Liu, Shengchang Zhang, Yuan Yao
2021 J jnl
Multiscale Analysis of Solar Loading Thermographic Signals for Wall Structure Inspection.
Sensors
Katherine Tu, Clemente Ibarra-Castanedo, Stefano Sfarra, Yuan Yao, Xavier P. V. Maldague
2021 J jnl
Thermographic Data Analysis for Defect Detection by Imposing Spatial Connectivity and Sparsity Constraints in Principal Component Thermography.
IEEE Trans. Ind. Informatics
Ching-Mei Wen, Stefano Sfarra, Gianfranco Gargiulo, Yuan Yao
2020 — conf
Causal Network Analysis and Fault Root Point Detection Based on Symbolic Transfer Entropy.
BICT
Jianguo Wang, Xiang-Yun Ye, Yuan Yao
2020 J jnl
Generative Principal Component Thermography for Enhanced Defect Detection and Analysis.
IEEE Trans. Instrum. Meas.
Kaixin Liu, Yingjie Li, Jianguo Yang, Yi Liu, Yuan Yao
2020 J jnl
Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis.
IEEE Trans. Ind. Informatics
Haibin Wu, Kaiyi Zheng, Stefano Sfarra, Yi Liu, Yuan Yao
2020 — conf
Personalized EEG Feature Extraction Method Based on Filter Bank and Elastic Network.
BICT
Jianguo Wang, Zeng Chen, Yuan Yao
2020 J jnl
Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks.
IEEE Trans. Ind. Informatics
Cheng-Hung Chou, Haibin Wu, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
2020 J jnl
Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites.
IEEE Trans. Ind. Informatics
Yi Liu, Kaixin Liu, Jianguo Yang, Yuan Yao
2019 — conf
Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection.
CAA SAFEPROCESS
Kaixin Liu, Yuwei Tang, Yuan Yao, Yi Liu, Jianguo Yang
2018 J jnl
Fault Detection, Isolation, and Prognosis for Complex System.
J. Control. Sci. Eng.
Chunhui Zhao, Furong Gao, Yuan Yao, Zhixing Cao, Yongji Fu
2018 J jnl
Sparse Principal Component Thermography for Subsurface Defect Detection in Composite Products.
IEEE Trans. Ind. Informatics
Jin-Yi Wu, Stefano Sfarra, Yuan Yao
2018 J jnl
Transfer of Qualitative and Quantitative Knowledge for Similar Batch Process Monitoring.
IEEE Access
Jinlin Zhu, Yuan Yao, Furong Gao
2017 — conf
A Method of Ridge-NNG-Based Multivariate Fault Isolation in Presentence of Collinearity.
LSMS/ICSEE (2)
Yimin Guo, Jianguo Wang, Banghua Yang, Shiwei Ma, Minrui Fei, Yuan Yao, Tao Chen
2017 — conf
Multivariate Fault Isolation in Presence of Outliers Based on Robust Nonnegative Garrote.
LSMS/ICSEE (2)
Jianguo Wang, Zhifu Deng, Banghua Yang, Shiwei Ma, Minrui Fei, Yuan Yao, Tao Chen
2015 J jnl
Iterative improvement of parameter estimation for model migration by means of sequential experiments.
Comput. Chem. Eng.
Linkai Luo, Yuan Yao, Furong Gao
2014 J jnl
An edge-based optimization method for shape recognition using atomic potential function.
Eng. Appl. Artif. Intell.
Bai Li, Yuan Yao
2009 J jnl
A survey on multistage/multiphase statistical modeling methods for batch processes.
Annu. Rev. Control.
Yuan Yao, Furong Gao