Mixture of partial least squares experts and application in prediction settings with multiple operating modes

This paper addresses the problem of online quality prediction in processes with multiple operating modes. The paper proposes a new method called mixture of partial least squares regression (Mix-PLS), where the solution of the mixture of experts regression is performed using the partial least squares...

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Bibliographic Details
Main Author: Souza, Francisco A. A. (author)
Other Authors: Araújo, Rui (author)
Format: article
Language:eng
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10316/27090
Country:Portugal
Oai:oai:estudogeral.sib.uc.pt:10316/27090