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A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission.

, , , , , and . IFSA-EUSFLAT, Atlantis Press, (2015)

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Automated knowledge-based analysis and classification of stellar spectra using fuzzy reasoning., , , , and . Expert Syst. Appl., 27 (2): 237-244 (2004)Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis., , , and . Sensors, 18 (5): 1419 (2018)Outlier Analysis in BP/RP Spectral Bands., , , and . ICANN (2), volume 5769 of Lecture Notes in Computer Science, page 378-386. Springer, (2009)A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains., , , and . IDEAL, volume 5788 of Lecture Notes in Computer Science, page 384-391. Springer, (2009)Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis., , , and . HAIS, volume 5271 of Lecture Notes in Computer Science, page 212-219. Springer, (2008)Hybrid Strategy for Automatic Stellar Classification., , , , and . ANNIIP, page 62-71. INSTICC Press, (2005)An Artificial Neural Networks Approach to the Estimation of Physical Stellar Parameters., , , , and . AIAI, volume 154 of IFIP, page 45-54. Kluwer/Springer, (2004)STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy., , , , and . HAIS, volume 5271 of Lecture Notes in Computer Science, page 196-203. Springer, (2008)An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques., , , , and . SMC (4), page 3559-3564. IEEE, (2004)GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys., , , , and . Neural Comput. Appl., 34 (3): 1993-2006 (2022)