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Data simulation in machine olfaction with the R package chemosensors

Autor
Ziyatdinov, A.; Perera, A.
Tipus d'activitat
Article en revista
Revista
PloS one
Data de publicació
2014-02
Volum
9
Número
2
Pàgina inicial
e88839
Pàgina final
e88839
DOI
https://doi.org/10.1371/journal.pone.0088839 Obrir en finestra nova
Repositori
http://hdl.handle.net/2117/22237 Obrir en finestra nova
URL
http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0088839 Obrir en finestra nova
Resum
In machine olfaction, the design of applications based on gas sensor arrays is highly dependent on the robustness of the signal and data processing algorithms. While the practice of testing the algorithms on public benchmarks is not common in the field, we propose software for performing data simulations in the machine olfaction field by generating parameterized sensor array data. The software is implemented as an R language package chemosensors which is open-access, platform-independent and sel...
Citació
Ziyatdinov, A.; Perera, A. Data simulation in machine olfaction with the R package chemosensors. "PLoS One", Febrer 2014, vol. 9, núm. 2, p. e88839.
Grup de recerca
B2SLab - Bioinformatics and Biomedical Signals Laboratory
CREB - Centre de Recerca en Enginyeria Biomedica

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