| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 10322402 | Expert Systems with Applications | 2012 | 10 Pages |
Abstract
⺠We developed an efficient ensemble of five classifiers to detect sensor anomalies. ⺠We model the correct sensor behavior in complex/dynamic environments using five models. ⺠We solve the problems related to training, testing and evaluation of the ensemble. ⺠Our ensemble offers reliable estimations to replace the erroneous measurements. ⺠We present a case study to show the preciseness of our method.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Daniel-Ioan Curiac, Constantin Volosencu,