Publications by the researcher in collaboration with Diego Ordóñez Blanco (17)

2014

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

    Lecture Notes and Essays in Astrophysics III

2012

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

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

  2. HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations

    Applied Soft Computing Journal, Vol. 12, Núm. 1, pp. 204-215

2011

  1. Genetic algorithms applied to spectral index extraction

    Studies in Computational Intelligence, Vol. 343, pp. 195-207

2010

  1. ANNs and wavelets: A strategy for gaia RVS low S/N stellar spectra parameterization

    Publications of the Astronomical Society of the Pacific, Vol. 122, Núm. 891, pp. 608-617

  2. Applications of videoconferencing technologies in bioengineering

    Videoconferencing: Technology, Impact and Applications (Nova Science Publishers, Inc.), pp. 57-79

  3. Connectionist systems and signal processing techniques applied to the parameterization of stellar spectra

    Soft Computing Methods for Practical Environment Solutions: Techniques and Studies (IGI Global), pp. 187-202

  4. Hierarchical clustering analysis with SOM networks

    World Academy of Science, Engineering and Technology, Vol. 69, pp. 350-356

  5. Hierarchical clustering analysis with SOM networks

    World Academy of Science, Engineering and Technology, Vol. 70, pp. 230-236

  6. Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training

    Expert Systems with Applications, Vol. 37, Núm. 2, pp. 1719-1727

2009

  1. A Combination of connectionist systems and evolutionary computation techniques to achieve the optimal domain for stellar spectra signal processing

    IJCCI 2009 - International Joint Conference on Computational Intelligence, Proceedings

  2. A comparative study of stellar spectra analysis with neural networks in transformed domains

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

  3. Object classification and outliers analysis in the forthcoming Gaia mission

    Lecture Notes and Essays in Astrophysics - 4th Symposium of the Astrophysics Group of the Spanish Royal Physical Society, RSEF 2009

  4. Outlier analysis in BP/RP spectral bands

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

2008

  1. Parameter extraction from RVS stellar spectra by means of artificial neural networks and spectral density analysis

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

2007

  1. A user-friendly framework for multilanguage ANN generation: Real case applications

    SOFA 2007 - 2nd IEEE International Workshop on Soft Computing Applications Proceedings

  2. Multiplatform design and implementation of ANN by means of Java toolkit

    WSEAS Transactions on Systems, Vol. 6, Núm. 4, pp. 875-880