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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| Format: | article |
| Language: | eng |
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2014
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| Online Access: | http://hdl.handle.net/10316/27090 |
| Country: | Portugal |
| Oai: | oai:estudogeral.sib.uc.pt:10316/27090 |