Variable selection and neural networks for high-dimensional data analysis: application in infrared spectroscopy and chemometrics

This thesis focuses particularly on the application of chemometrics in the field of analytical chemistry. Chemometrics (or multivariate analysis) consists in finding a relationship between two groups of variables, often called dependent and independent variables. In infrared spectroscopy for instanc...

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Bibliographic Details
Main Author: Benoudjit, Nabil
Format: Others
Language:en
Published: Universite catholique de Louvain 2003
Subjects:
Online Access:http://edoc.bib.ucl.ac.be:81/ETD-db/collection/available/BelnUcetd-11182003-100404/