RT info:eu-repo/semantics/article
T1 Evaluation of red wines antioxidant capacity by means of a voltammetric e-tongue with an optimized sensor array
A1 Cetó, Xavier
A1 Apetrei, Constantin
A1 Valle, Manel del
A1 Rodríguez Méndez, María Luz
K1 Antioxidants
K1 Electronic tongue
K1 Polyphenols
K1 Voltammetric sensors
K1 Wine
AB In this work, two sets of voltammetric sensors -prepared using different strategies- have been combined in an electronic tongue to evaluate the complete antioxidant profile of red wines. To this aim, wine samples were analyzed with the whole set of sensors. In order to reduce the large dimensionality of the data set while keeping the relevant information provided by the sensors, two different methods of feature selection and data compression were used (the kernels method and Discrete Wavelet Transform feature extraction method). Then, the coefficients obtained were used as the input variables of Principal Component Analysis (to evaluate the capability of discrimination. Partial-least squares regression (PLS) and artificial neural networks (ANNs) were performer to build the quantitative prediction models that allowed the quantification of the antioxidant capacity of the tested wines.
PB Elsevier
SN 00134686
YR 2014
FD 2014
LK http://uvadoc.uva.es/handle/10324/21106
UL http://uvadoc.uva.es/handle/10324/21106
LA eng
NO Electrochimica Acta, Febrero 2014, vol. 120, p. 180-186
NO Producción Científica
DS UVaDOC
RD 22-dic-2024