Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6854446 | Engineering Applications of Artificial Intelligence | 2015 | 12 Pages |
Abstract
Random forest is used as the classifier algorithm, together with two methods for feature selection whose results are compared to a human expert. The machine learning based features outperform the human expert features, which supports the idea to use data mining to improve maintenance operations in this domain.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Rune Prytz, SÅawomir Nowaczyk, Thorsteinn Rögnvaldsson, Stefan Byttner,