| 2016 | ICONIP | Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases. | Marco Antonio lvarez, Carlos Dafonte, Daniel Garabato, Minia Manteiga |
| 2015 | EUSFLAT | A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission. | Daniel Garabato, Carlos Dafonte, Minia Manteiga, Diego Fustes, Marco Antonio lvarez, Bernardino Arcay Varela |
| 2009 | ICANN | Outlier Analysis in BP/RP Spectral Bands. | Diego Ordez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela |
| 2009 | IJCCI | A Combination of Connectionist Systems and Evolutionary Computation Techniques to Achieve the Optimal Domain for Stellar Spectra Signal Processing. | Diego Ordez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga |
| 2009 | IDEAL | A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains. | Diego Ordez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela |
| 2008 | HAIS | Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis. | Diego Ordez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela |
| 2008 | HAIS | STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy. | Alejandra Rodrguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela |
| 2005 | CIARP | A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification. | Carlos Dafonte, Alejandra Rodrguez, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga |
| 2004 | IJCNN | Expert systems and artificial neural networks applied to stellar optical spectroscopy: a comparative analysis. | Alejandra Rodrguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Iciar Carricajo |
| 2004 | SMC | An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques. | Alejandra Rodrguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga |
| 2003 | IWANN | An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. | Alejandra Rodrguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga |