Variational Bayesian Approach to Nonstationary and Oscillatory Slow Feature Analysis With Applications in Soft Sensing and Process Monitoring
Author:
Affiliation:
1. Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Canada
Funder
National Sciences and Engineering Research Council of Canada
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/87/10159463/10041253.pdf?arnumber=10041253
Reference74 articles.
1. Supervised Gaussian process latent variable model for dimensionality reduction;gao;IEEE Trans Syst Man Cybern B Cybern,2011
2. A Variational Bayesian Approach to Robust Identification of Switched ARX Models
3. Efficient Reconstruction of Granger-Causal Networks in Linear Multivariable Dynamical Processes
4. Multimodal process monitoring based on variational Bayesian PCA and Kullback-Leibler divergence between mixture models
5. Supervised Latent Linear Gaussian Process Latent Variable Model for Dimensionality Reduction
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