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Linear or non-linear multivariate calibration models? That is the question

  • Published:2022-09 Issue: Volume:1226 Page:340248
  • ISSN:0003-2670
  • Container-title:Analytica Chimica Acta
  • language:en
  • Short-container-title:Analytica Chimica Acta

Author:

Allegrini Franco,Olivieri Alejandro C.ORCID

Funder

Consejo Nacional de Investigaciones Científicas y Técnicas

Agencia Nacional de Promoción Científica y Tecnológica

Universidad Nacional de Rosario

Publisher

Elsevier BV

Subject

Spectroscopy,Environmental Chemistry,Biochemistry,Analytical Chemistry

Reference35 articles.

1. Computational neural networks driving complex analytical problem solving;Hanrahan;Anal. Chem.,2010

2. Modern practical convolutional neural networks for multivariate regression: applications to NIR calibration;Cui;Chemometr. Intell. Lab. Syst.,2018

3. Deep learning and artificial intelligence methods for Raman and surface-enhanced Raman scattering;Lussier;Trends Anal. Chem.,2020

4. Taking the leap between analytical chemistry and artificial intelligence: a tutorial review;Ayres;Anal. Chim. Acta,2021

5. A short note on achieving similar performance to deep learning with practical chemometrics;Mishra;Chemometr. Intell. Lab. Syst.,2021

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