| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 385829 | Expert Systems with Applications | 2011 | 14 Pages |
Abstract
⺠The work deals with signal validation and sensor diagnostics. ⺠The aim is to define a procedure for large-scale signal validation. ⺠Ensembles of PCA models have been developed. ⺠Ensemble model diversity is obtained by signal randomization and BAGGING. ⺠Robustness tests have been carried out.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
P. Baraldi, G. Gola, E. Zio, D. Roverso, M. Hoffmann,