Publications by the researcher in collaboration with José Carlos Dafonte Vázquez (61)

2020

  1. A blended artificial intelligence approach for spectral classification of stars in massive astronomical surveys

    Entropy, Vol. 22, Núm. 5

  2. Erratum: Gaia Data Release 2: Kinematics of globular clusters and dwarf galaxies around the Milky Way (A&A (2018) 616 (A12) DOI: 10.1051/0004-6361/201832698)

    Astronomy and Astrophysics

  3. Erratum: Gaia Data Release 2: The kinematics of globular clusters and dwarf galaxies around the Milky Way (Astronomy and Astrophysics (2018) 616 (A12) DOI: 10.1051/0004-6361/201832698)

    Astronomy and Astrophysics

2019

  1. Gaia Data Release 2: Variable stars in the colour-absolute magnitude diagram

    Astronomy and Astrophysics, Vol. 623

  2. Oil spill segmentation in SAR images using convolutional neural networks. A comparative analysis with clustering and logistic regression algorithms.

    Applied Soft Computing Journal, Vol. 84

2018

  1. Gaia Data Release 2: Kinematics of globular clusters and dwarf galaxies around the Milky Way

    Astronomy and Astrophysics, Vol. 616

  2. Gaia Data Release 2: The celestial reference frame (Gaia -CRF2)

    Astronomy and Astrophysics, Vol. 616

  3. Mapping the milky way disc kinematics

    Astronomy and Astrophysics, Vol. 616

  4. Observational hertzsprung-russell diagrams

    Astronomy and Astrophysics, Vol. 616

  5. Observations of solar system objects

    Astronomy and Astrophysics, Vol. 616

  6. Summary of the contents and survey properties

    Astronomy and Astrophysics, Vol. 616

2016

  1. Stellar parametrization from Gaia RVS spectra

    Astronomy and Astrophysics, Vol. 585

2015

  1. Mixing numerical and categorical data in a Self-Organizing Map by means of frequency neurons

    Applied Soft Computing Journal, Vol. 36, pp. 246-254

2014

  1. A cloud-integrated web platform for marine monitoring using GIS and remote sensing. Application to oil spill detection through SAR images

    Future Generation Computer Systems, Vol. 34, pp. 155-160

  2. Preparing ESA Gaia mission: Stellar spectra parameterization by neural networks in the near infrared

    Lecture Notes and Essays in Astrophysics III

2013

  1. An approach to the analysis of SDSS spectroscopic outliers based on self-organizing maps: Designing the outlier analysis software package for the next Gaia survey

    Astronomy and Astrophysics, Vol. 559

  2. SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey

    Expert Systems with Applications, Vol. 40, Núm. 5, pp. 1530-1541

  3. The Gaia astrophysical parameters inference system (Apsis): Pre-launch description

    Astronomy and Astrophysics, Vol. 559

2012

  1. A novel visualizer of medical images by integrating an extensible plugin framework

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Applications of cloud computing and GIS for ocean monitoring through remote Sensing

    Lecture Notes in Electrical Engineering, Vol. 146 LNEE, pp. 303-321