Yuan Yao
Orcid: 0000-0002-0025-6175Affiliations:
- National Tsing Hua University, Department of Chemical Engineering, Hsinchu, Taiwan
According to our database1,
Yuan Yao
authored at least 30 papers
between 2009 and 2024.
Collaborative distances:
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Bibliography
2024
A hierarchical granger causality analysis framework based on information of redundancy for root cause diagnosis of process disturbances.
Comput. Chem. Eng., 2024
Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory.
Comput. Chem. Eng., 2024
2023
Sensors, July, 2023
IEEE Trans. Ind. Informatics, May, 2023
Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns.
Sensors, March, 2023
Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model.
IEEE Trans. Instrum. Meas., 2023
2022
Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites.
IEEE Trans. Instrum. Meas., 2022
Electroencephalograph-based emotion recognition using convolutional neural network without manual feature extraction.
Appl. Soft Comput., 2022
Signal Enhancement in Defect Detection of CFRP Material Using a Combination of Difference of Gaussian Convolutions and Sparse Principal Component Thermography.
IEEE Access, 2022
Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology.
Proceedings of the Human Brain and Artificial Intelligence - Third International Workshop, 2022
2021
Thermographic Data Analysis for Defect Detection by Imposing Spatial Connectivity and Sparsity Constraints in Principal Component Thermography.
IEEE Trans. Ind. Informatics, 2021
Actively Exploring Informative Data for Smart Modeling of Industrial Multiphase Flow Processes.
IEEE Trans. Ind. Informatics, 2021
Multiscale Analysis of Solar Loading Thermographic Signals for Wall Structure Inspection.
Sensors, 2021
A Personalized Feature Extraction and Classification Method for Motor Imagery Recognition.
Mob. Networks Appl., 2021
2020
Generative Principal Component Thermography for Enhanced Defect Detection and Analysis.
IEEE Trans. Instrum. Meas., 2020
Multiview Learning for Subsurface Defect Detection in Composite Products: A Challenge on Thermographic Data Analysis.
IEEE Trans. Ind. Informatics, 2020
Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites.
IEEE Trans. Ind. Informatics, 2020
Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks.
IEEE Trans. Ind. Informatics, 2020
Causal Network Analysis and Fault Root Point Detection Based on Symbolic Transfer Entropy.
Proceedings of the Bio-inspired Information and Communication Technologies, 2020
Proceedings of the Bio-inspired Information and Communication Technologies, 2020
2019
Orthogonal Locality Preserving Projections Thermography for Subsurface Defect Detection.
Proceedings of the CAA Symposium on Fault Detection, 2019
2018
Sparse Principal Component Thermography for Subsurface Defect Detection in Composite Products.
IEEE Trans. Ind. Informatics, 2018
J. Control. Sci. Eng., 2018
Transfer of Qualitative and Quantitative Knowledge for Similar Batch Process Monitoring.
IEEE Access, 2018
2017
Multivariate Fault Isolation in Presence of Outliers Based on Robust Nonnegative Garrote.
Proceedings of the Intelligent Computing, Networked Control, and Their Engineering Applications, 2017
A Method of Ridge-NNG-Based Multivariate Fault Isolation in Presentence of Collinearity.
Proceedings of the Intelligent Computing, Networked Control, and Their Engineering Applications, 2017
2015
Iterative improvement of parameter estimation for model migration by means of sequential experiments.
Comput. Chem. Eng., 2015
2014
An edge-based optimization method for shape recognition using atomic potential function.
Eng. Appl. Artif. Intell., 2014
2009
Annu. Rev. Control., 2009