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Yanjun Ma
Yanjun Ma
Ph.D. Candidate at University of Alberta
Dirección de correo verificada de ualberta.ca
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Citado por
Citado por
Año
Bayesian learning for dynamic feature extraction with application in soft sensing
Y Ma, B Huang
IEEE Transactions on Industrial Electronics 64 (9), 7171-7180, 2017
382017
Multiple-model state estimation based on variational Bayesian inference
Y Ma, S Zhao, B Huang
IEEE Transactions on Automatic Control 64 (4), 1679-1685, 2018
332018
Probabilistic monitoring of sensors in state-space with variational Bayesian inference
S Zhao, Y Ma, B Huang
IEEE Transactions on Industrial Electronics 66 (3), 2154-2163, 2018
232018
Extracting dynamic features with switching models for process data analytics and application in soft sensing
Y Ma, B Huang
AIChE Journal 64 (6), 2037-2051, 2018
132018
Robust FIR state estimation of dynamic processes corrupted by outliers
S Zhao, Y Ma, B Huang
IEEE Transactions on Industrial Informatics 15 (1), 139-147, 2018
112018
Feature extraction of constrained dynamic latent variables
Y Ma, S Zhao, B Huang
IEEE Transactions on Industrial Informatics 15 (10), 5637-5645, 2019
72019
Latent subspace clustering based on deep neural networks
Y Ma, C Shang, F Yang, D Huang
6th International Symposium on Advanced Control of Industrial Processes, 502-507, 2014
62014
Extracting nonstationary features for process data analytics and application in fouling detection
S Kwak, Y Ma, B Huang
Computers & Chemical Engineering 135, 106762, 2020
52020
Robust filter design for asymmetric measurement noise using variational Bayesian inference
C Xu, S Zhao, Y Ma, B Huang, F Liu
IET Control Theory & Applications 13 (11), 1656-1664, 2019
52019
A variational Bayesian approach to modelling with random time-varying time delays
Y Ma, S Kwak, L Fan, B Huang
2018 Annual American Control Conference (ACC), 5914-5919, 2018
52018
Sensor fault estimation in a probabilistic framework for industrial processes and its applications
C Xu, S Zhao, Y Ma, B Huang, F Liu, X Luan
IEEE Transactions on Industrial Informatics 18 (1), 387-396, 2021
42021
Sparse inverse covariance estimation for causal inference in process data analytics
AS Sundaramoorthy, SK Varanasi, B Huang, Y Ma, H Zhang, D Wang
IEEE Transactions on Control Systems Technology 30 (3), 1268-1280, 2021
12021
Systems and methods for real-time steam quality estimation
B Huang, Y Ma, S Kwak
US Patent App. 16/293,119, 2019
12019
Extracting Dynamic Latent Feature with Bayesian Approaches for Process Data Analysis
Y Ma
2019
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Artículos 1–14