Publications by the researcher in collaboration with José Manuel Andrade Garda (11)

2019

  1. Multivariate classification techniques to authenticate mexican commercial spirits

    Quality Control in the Beverage Industry: Volume 17: The Science of Beverages (Elsevier), pp. 259-287

2016

  1. Using genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oils

    Engineering Computations (Swansea, Wales), Vol. 33, Núm. 4, pp. 995-1005

2013

  1. Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification

    The Scientific World Journal, Vol. 2013

  2. Multivariate regression using artificial neural networks and support vector machines

    RSC Analytical Spectroscopy Series (Royal Society of Chemistry), pp. 348-397

2009

  1. Multivariate Regression using Artificial Neural Networks

    BASIC CHEMOMETRIC TECHNIQUES IN ATOMIC SPECTROSCOPY (ROYAL SOC CHEMISTRY), pp. 244-283

  2. Multivariate regression using artificial neural networks

    RSC Analytical Spectroscopy Series, pp. 244-283

2007

  1. Chemically driven variable selection by focused multimodal genetic algorithms in mid-IR spectra

    Analytical and Bioanalytical Chemistry, Vol. 389, Núm. 7-8, pp. 2331-2342

  2. Linking chemical knowledge and genetic algorithms using two populations and focused multimodal search

    Chemometrics and Intelligent Laboratory Systems, Vol. 87, Núm. 2, pp. 173-184

2005

  1. Selection of variables by genetic algorithms to classify apple beverages by artificial neural networks

    Applied Artificial Intelligence, Vol. 19, Núm. 2, pp. 181-198

  2. Several approaches to variable selection by means of genetic algorithms

    Artificial Neural Networks in Real-Life Applications (IGI Global), pp. 141-164

2004

  1. Classification of apple beverages using artificial neural networks with previous variable selection

    Analytica Chimica Acta