| Article ID | Journal | Published Year | Pages | File Type |
|---|---|---|---|---|
| 6905081 | Applied Soft Computing | 2015 | 11 Pages |
Abstract
- Multiple Contexts Ensemble (MCE) method to estimate the human energy expenditure (EE).
- MCE outperforms conventional regression approaches, ensembles and BodyMedia EE device.
- MCE provides better accuracy than using only the activity of the user as the context.
- MCE is independent of the machine learning algorithm, thus any algorithm can be used.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Hristijan Gjoreski, BoÅ¡tjan Kaluža, Matjaž Gams, Radoje MiliÄ, Mitja LuÅ¡trek,