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#4 Update: changed one sentence
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PetoLau committed Mar 8, 2018
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Expand Up @@ -11,7 +11,7 @@ affiliations:
- name: Faculty of Informatics and Information Technologies,
Slovak University of Technology in Bratislava
index: 1
date: 7 March 2018
date: 8 March 2018
bibliography: paper.bib
output: pdf_document
---
Expand All @@ -34,6 +34,6 @@ Figure 1. The comparison of model-based time series representations on electrici
Additional useful functions and methods related to time series representations were also implemented. The `TSrepr` package includes functions for normalisations and denormalisations of time series - z-score and min-max methods. It supports the simple computation of the windowing method, a matrix of representations and forecasting accuracy measures (MAE, RMSE, MAPE, sMAPE etc.).
Methods (functions) were implemented in base R and also in C++ for fast computations. In R, C++ programmes can be written thanks to the package Rcpp [@rcpp].

The general package for time series representations computations had missed so far. The CRAN's time series task view proves the previous statement. Packages `TSMining` [@tsmining] and `jmotif` [@jmotif] both includes implementations of PAA and SAX time series representations methods. However, these packages are mainly focused on motif discovery in time series.
So far, no general package for time series representations computations has been created. The CRAN's time series task view proves the previous statement. Packages `TSMining` [@tsmining] and `jmotif` [@jmotif] both includes implementations of PAA and SAX time series representations methods. However, these packages are mainly focused on motif discovery in time series.

# References
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