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Journal of Process Control, ISSN 0959-1524, 02/2015, Volume 26, pp. 17 - 25
While canonical variate analysis (CVA) has been used as a dimensionality reduction technique to take into account serial correlations in the process data with... 
Contribution chart | Process monitoring | Canonical variate analysis | Fault identification | Contribution plot | Tennessee Eastman process | Tennessee eastman process | DIAGNOSIS | PRINCIPAL COMPONENT ANALYSIS | RECONSTRUCTION | SUBSPACE IDENTIFICATION | ENGINEERING, CHEMICAL | MONITORING BATCH PROCESSES | SYSTEMS | AUTOMATION & CONTROL SYSTEMS
Journal Article
Journal of Process Control, ISSN 0959-1524, 11/2018, Volume 71, pp. 90 - 102
Canonical variate analysis (CVA) has shown its superior performance in statistical process monitoring due to its effectiveness in handling high-dimensional,... 
Process monitoring | Fault detection and identification | Canonical variate analysis | Contribution plot | Tennessee Eastman process | ENGINEERING, CHEMICAL | FAULT-DETECTION | AUTOMATION & CONTROL SYSTEMS | PCA | Analysis | Algorithms
Journal Article
Journal of Mathematical Analysis and Applications, ISSN 0022-247X, 03/2020, Volume 483, Issue 1, p. 123608
We construct and investigate an adaptive variance reduction framework in which both importance sampling and control variates are employed. The three lines... 
Control variates | Stochastic approximation | Variance reduction | Importance sampling | Sample average approximation | ACCELERATION | MATHEMATICS | MATHEMATICS, APPLIED | CARLO VARIANCE REDUCTION | STOCHASTIC-APPROXIMATION
Journal Article
ACM Transactions on Graphics (TOG), ISSN 0730-0301, 11/2016, Volume 35, Issue 6, pp. 1 - 12
We explore the theory of integration with control variates in the context of rendering. Our goal is to optimally combine multiple estimators using their... 
gradient-domain rendering | monte carlo integration | control variates | re-rendering | Control variates | Monte Carlo integration | Re-rendering | Gradient-domain rendering | COMPUTER SCIENCE, SOFTWARE ENGINEERING | rerendering | Reconstruction | State of the art | Equivalence | Rendering | Coherence | Estimators | Optimization
Journal Article
Journal of Process Control, ISSN 0959-1524, 04/2019, Volume 76, pp. 87 - 97
The superior performance of canonical variate analysis (CVA) for fault detection has been demonstrated by a number of researchers using simulated and real... 
Condition monitoring | Canonical variable analysis | Slowly evolving faults | Contribution map | Fault identification | ENGINEERING, CHEMICAL | DIAGNOSIS | IDENTIFICATION | AUTOMATION & CONTROL SYSTEMS
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 07/2019, Volume 388, pp. 63 - 89
Journal Article
Control Engineering Practice, ISSN 0967-0661, 09/2016, Volume 54, pp. 70 - 80
Condition monitoring of industrial processes can minimize maintenance and operating costs while increasing the process safety and enhancing the quality of the... 
Fault diagnosis | Canonical variate | System identification | Fault detection | Multivariate analysis | Experimental study | IDENTIFICATION | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 08/2015, Volume 295, pp. 402 - 419
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 07/2017, Volume 341, Issue C, pp. 121 - 139
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 09/2012, Volume 221, Issue 2, pp. 368 - 377
Journal Article