Yining Dong

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Latent Variable Models

Canonical Correlation Analysis

Cardiovascular Disease

Top Venues

Comput. Chem. Eng.

IEEE Trans. Ind. Informatics

Annu. Rev. Control.

Publications

Shiqin Tang, Yining Dong, S. Joe Qin
A PLS-Integrated Lasso Method With Application in Index Tracking. ICASSP (2024)
Rushuang Zhou, Zijun Liu, Lei A. Clifton, David A. Clifton, Kannie W. Y. Chan, Yuan-Ting Zhang, Yining Dong
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection. CoRR (2024)
Rushuang Zhou, Zhiguo Zhang, Hong Fu, Li Zhang, Linling Li, Gan Huang, Fali Li, Xin Yang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals. IEEE Trans. Affect. Comput. 15 (2) (2024)
Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang
Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study. CoRR (2023)
Rushuang Zhou, Weishan Ye, Zhiguo Zhang, Yanyang Luo, Li Zhang, Linling Li, Gan Huang, Yining Dong, Yuan-Ting Zhang, Zhen Liang
EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition. CoRR (2023)
Yuxuan Zhou, Yining Dong, Gang Tang
Time-Varying Online Transfer Learning for Intelligent Bearing Fault Diagnosis With Incomplete Unlabeled Target Data. IEEE Trans. Ind. Informatics 19 (6) (2023)
Rushuang Zhou, Zhiguo Zhang, Xin Yang, Hong Fu, Li Zhang, Linling Li, Gan Huang, Yining Dong, Fali Li, Zhen Liang
A Novel Transfer Learning Framework with Prototypical Representation based Pairwise Learning for Cross-Subject Cross-Session EEG-Based Emotion Recognition. CoRR (2022)
Si-Zhao Joe Qin, Yingxiang Liu, Yining Dong
Plant-wide troubleshooting and diagnosis using dynamic embedded latent feature analysis. Comput. Chem. Eng. 152 (2021)
Yuxuan Zhou, Yining Dong, Hongkuan Zhou, Gang Tang
Deep Dynamic Adaptive Transfer Network for Rolling Bearing Fault Diagnosis With Considering Cross-Machine Instance. IEEE Trans. Instrum. Meas. 70 (2021)
Shane T. Barratt, Yining Dong, Stephen P. Boyd
Low Rank Forecasting. CoRR (2021)
Yining Dong, Yingxiang Liu, Si-Zhao Joe Qin
Efficient Dynamic Latent Variable Analysis for High-Dimensional Time Series Data. IEEE Trans. Ind. Informatics 16 (6) (2020)
Qinqin Zhu, Si-Zhao Joe Qin, Yining Dong
Dynamic latent variable regression for inferential sensor modeling and monitoring. Comput. Chem. Eng. 137 (2020)
Yining Dong, Si-Zhao Joe Qin
Dynamic-Inner Canonical Correlation Analysis based Process Monitoring. ACC (2020)
Si-Zhao Joe Qin, Yining Dong, Qinqin Zhu, Jin Wang, Qiang Liu
Bridging systems theory and data science: A unifying review of dynamic latent variable analytics and process monitoring. Annu. Rev. Control. 50 (2020)
Yining Dong, Si-Zhao Joe Qin
Dynamic latent variable analytics for process operations and control. Comput. Chem. Eng. 114 (2018)