Publications by the researcher in collaboration with María Paz Gómez Carracedo (35)

2019

  1. Atomic spectrometry | chemometric approaches to data evaluation

    Encyclopedia of Analytical Science (Elsevier), pp. 228-238

2017

  1. Nonlinear classification of commercial Mexican tequilas

    Journal of Chemometrics, Vol. 31, Núm. 12

2015

  1. Differentiation of weathered oils using infrared indexes and self-organizing maps

    Fuel, Vol. 158, pp. 57-65

  2. Impact of medium-distance pollution sources in a Galician suburban site (NW Iberian peninsula)

    Science of the Total Environment, Vol. 512-513, pp. 114-124

  3. The use of diagnostic ratios, biomarkers and 3-way Kohonen neural networks to monitor the temporal evolution of oil spills

    Marine Pollution Bulletin, Vol. 96, Núm. 1-2, pp. 313-320

2014

  1. A 10-year survey of trace metals in sediments using self-organizing maps

    Journal of Chemometrics, Vol. 28, Núm. 7, pp. 558-566

  2. A practical comparison of single and multiple imputation methods to handle complex missing data in air quality datasets

    Chemometrics and Intelligent Laboratory Systems, Vol. 134, pp. 23-33

2013

  1. Fast and cheap screening of oil spillages by thermogravimetry and pattern recognition

    Microchemical Journal, Vol. 110, pp. 379-385

  2. Notes on the use of Mandel's test to check for nonlinearity in laboratory calibrations

    Analytical Methods, Vol. 5, Núm. 5, pp. 1145-1149

2012

  1. Objective chemical fingerprinting of oil spills by partial least-squares discriminant analysis

    Analytical and Bioanalytical Chemistry

  2. Screening oil spills by mid-IR spectroscopy and supervised pattern recognition techniques

    Chemometrics and Intelligent Laboratory Systems, Vol. 114, pp. 132-142

2010

  1. Applications of self-organizing maps to address environmental studies

    Soft Computing Methods for Practical Environment Solutions: Techniques and Studies (IGI Global), pp. 331-352

  2. Combining Kohonen neural networks and variable selection by classification trees to cluster road soil samples

    Chemometrics and Intelligent Laboratory Systems, Vol. 102, Núm. 1, pp. 20-34

  3. Comparing roadsoils pollution patterns extracted by MOLMAP and classical three-way decomposition methods

    Analytica Chimica Acta, Vol. 677, Núm. 1, pp. 64-71

  4. Geographical classification of weathered crude oil samples with unsupervised self-organizing maps and a consensus criterion

    Chemometrics and Intelligent Laboratory Systems, Vol. 101, Núm. 1, pp. 43-55

  5. Self organizing maps for analysis of polycyclic aromatic hydrocarbons 3-way data from spilled oils

    Analytical Chemistry, Vol. 82, Núm. 10, pp. 4264-4271

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

2008

  1. A tutorial on multivariate calibration in atomic spectrometry techniques

    Journal of Analytical Atomic Spectrometry, Vol. 23, Núm. 1, pp. 15-28

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