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A hybrid methodology for on-line process monitoring
R. Kumar, A.M. Jade, , B.D. Kulkarni
Published in Berkeley Electronic Press
2004
Volume: 2
   
Abstract
A hybrid strategy of using (i) locally linear embedding for nonlinear dimensionality reduction of high dimensional data and (ii) support vector machines for classification of the resultant features is proposed as a robust methodology for process monitoring. Illustrative examples substantiate the methodology vis-à-vis current practice.
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Published in Berkeley Electronic Press
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