Electronic Nose Based on Independent Component Analysis Combined with Partial Least Squares and Artificial Neural Networks for Wine Prediction

The aim of this work is to propose an alternative way for wine classification and prediction based on an electronic nose (e-nose) combined with Independent Component Analysis (ICA) as a dimensionality reduction technique, Partial Least Squares (PLS) to predict sensorial descriptors and Artificial Ne...

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Bibliographic Details
Main Authors: José I. Suárez, José A. Paredes, Jesús Lozano, Teodoro Aguilera, Fernando J. Álvarez
Format: Article
Language:English
Published: MDPI AG 2012-06-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/12/6/8055