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Analysing temporal performance profiles of UAV operators using time series clustering. Expert Systems with Applications 2017

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ESWA-2017

This is the R code associated to the article:

Rodríguez-Fernández, V., Menéndez, H. D., & Camacho, D. (2017). Analysing temporal performance profiles of UAV operators using time series clustering. Expert Systems with Applications, 70, 103-118.

You can find a link to the article here: http://www.sciencedirect.com/science/article/pii/S0957417416305851

Requirements

  1. Download R 3.4.0 and RStudio
  2. Open the file ESWA.RProj with RStudio
  3. Type install.packages("packrat") to install package packrat, for managing dependencies
  4. Type packrat::restore() to load all the project dependencies

Usage

The project structure has been created using the R package ProjectTemplate. For more details about ProjectTemplate, see http://projecttemplate.net

  • The input data can be found in the cache folder
  • The output data can be found in the output folder
  • Every analysis script can be found in the folder src.
  • Do not execute file src/ESWA_1-TimeSeriesMeasures.R without previous permission to access the database.

Contact

For any questions about the use of the code (which is currently in a bit of a mess) please contact me by email or add a new issue in this repository.

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Analysing temporal performance profiles of UAV operators using time series clustering. Expert Systems with Applications 2017

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