Publications by the researcher in collaboration with Diego Fustes Villadóniga (8)

2016

  1. On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: Application to Gaia RVS simulated spectra

    Astronomy and Astrophysics, Vol. 594

  2. Stellar parametrization from Gaia RVS spectra

    Astronomy and Astrophysics, Vol. 585

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

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. Cloud integrated web platform for marine monitoring using gis and remote sensing: Application to oil spill detection through SAR images

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

  2. Distributed genetic algorithm for feature selection in gaia RVS spectra: Application to ANN parameterization

    Springer Series in Astrostatistics (Springer International Publishing), pp. 127-131