S. Joe Qin

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 17

Top Topics

Manufacturing Enterprises

Partial Least Squares

Top Venues

IEEE Trans. Ind. Informatics

IEEE Control. Syst. Lett.

Publications

Shiqin Tang, Yining Dong, S. Joe Qin
A PLS-Integrated Lasso Method With Application in Index Tracking. ICASSP (2024)
Qiang Liu, Chao Yang, S. Joe Qin
Semi-Supervised Dynamic Latent Variable Regression for Prediction and Quality-Relevant Fault Monitoring. IEEE Trans. Control. Syst. Technol. 32 (4) (2024)
Yanfang Mo, S. Joe Qin
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling with Oblique Projections. CoRR (2024)
Jiaxin Yu, Yanfang Mo, S. Joe Qin
Latent Dynamic Networked System Identification with High-Dimensional Networked Data. CoRR (2023)
Jiaxin Yu, Yanfang Mo, S. Joe Qin
Latent Dynamic Networked System Identification with High-Dimensional Networked Data. CDC (2023)
Yiren Liu, S. Joe Qin
Knowledge-Informed Sparse Learning for Relevant Feature Selection and Optimal Quality Prediction. IEEE Trans. Ind. Informatics 19 (12) (2023)
Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CIKM (2023)
Jiaxin Yu, S. Joe Qin
Low-Dimensional Latent State Space Identification with Application to the Shell Control Process. CCTA (2023)
Jicheng Li, S. Joe Qin
Applying and dissecting LSTM neural networks and regularized learning for dynamic inferential modeling. Comput. Chem. Eng. 175 (2023)
Yanfang Mo, Jiaxin Yu, S. Joe Qin
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling for Dynamics Prediction and Reconstruction with Oblique Projections. CDC (2023)
Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao
MLPST: MLP is All You Need for Spatio-Temporal Prediction. CoRR (2023)
Yanfang Mo, Jiaxin Yu, S. Joe Qin
Probabilistic Reduced-Dimensional Vector Autoregressive Modeling for Dynamics Prediction and Reconstruction with Oblique Projections. CoRR (2023)
Jiaxin Yu, S. Joe Qin
Latent State Space Modeling of High-Dimensional Time Series With a Canonical Correlation Objective. IEEE Control. Syst. Lett. 6 (2022)
Jicong Fan, Tommy W. S. Chow, S. Joe Qin
Kernel-Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data. IEEE Trans. Ind. Informatics 18 (7) (2022)
S. Joe Qin
Latent Vector Autoregressive Modeling for Reduced Dimensional Dynamic Feature Extraction and Prediction. CDC (2021)
S. Joe Qin
A Non-iterative Partial Least Squares Algorithm for Supervised Learning with Collinear Data. CDC (2021)
Tao Yang, Jinliang Ding, Kyriakos G. Vamvoudakis, S. Joe Qin
Guest Editorial: Industrial Artificial Intelligence for Smart Manufacturing. IEEE Trans. Ind. Informatics 17 (12) (2021)
Zhijie Sun, S. Joe Qin, Ashish Singhal, Larry Megan
Control performance monitoring of LP-MPC cascade systems. ACC (2011)
Weijian Cheng, Jinliang Ding, Weijian Kong, Tianyou Chai, S. Joe Qin
An adaptive chaotic PSO for parameter optimization and feature extraction of LS-SVM based modelling. ACC (2011)
Carlos F. Alcala, S. Joe Qin
Reconstruction-based contribution for process monitoring with kernel principal component analysis. ACC (2010)
Quan Shen, S. Joe Qin, Ken J. Doniger
Online dropout detection in subcutaneously implanted continuous glucose monitoring. ACC (2010)
Christopher A. Harrison, Richard Good, Daniel Kadosh, S. Joe Qin
A multi-step supervisory control strategy for semiconductor device manufacturing. CDC (2004)
Weilu Lin, S. Joe Qin, Lennart Ljung
On consistency of closed-loop subspace identification with innovation estimation. CDC (2004)
S. Joe Qin, Glen W. Scheid, Terrence J. Riley
Adaptive run to run control for intermittent batch operations. ACC (2002)
Richard Good, S. Joe Qin
Stability analysis of double EWMA run-to-run control with metrology delay. ACC (2002)
Elaine T. Hale, S. Joe Qin
Subspace model predictive control and a case study. ACC (2002)
Richard Good, Jürgen Hahn, Thomas Edison, S. Joe Qin
Drug dosage adjustment via run-to-run control. ACC (2002)
Sergio Valle, S. Joe Qin, Michael J. Piovoso
Extracting fault subspaces for fault identification of a polyester film process. ACC (2001)
Jin Wang, S. Joe Qin
Principal component analysis for errors-in-variables subspace identification. CDC (2001)