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Journal Articles
- 2022
[j9]Marco Antonio Álvarez
, Carlos Dafonte, Minia Manteiga, Daniel Garabato, Raúl Santoveña:
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys. Neural Comput. Appl. 34(3): 1993-2006 (2022)- [j8]Daniel Garabato, Carlos Dafonte, Raúl Santoveña, Arturo Silvelo, Francisco Javier Nóvoa, Minia Manteiga:
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features. Neural Comput. Appl. 34(14): 11691-11705 (2022) - 2020
- [j7]Carlos Dafonte, Alejandra Rodríguez, Minia Manteiga, Ángel Gómez, Bernardino Arcay Varela:
A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys. Entropy 22(5): 518 (2020) - 2018
- [j6]Carlos Dafonte, Daniel Garabato, Marco Antonio Álvarez, Minia Manteiga:
Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis. Sensors 18(5): 1419 (2018) - 2014
- [j5]Diego Fustes, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela, Alfonso Iglesias, Minia Manteiga:
A cloud-integrated web platform for marine monitoring using GIS and remote sensing. Application to oil spill detection through SAR images. Future Gener. Comput. Syst. 34: 155-160 (2014) - 2013
- [j4]Diego Fustes, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Kester Smith, Antonella Vallenari, Xavier Luri:
SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey. Expert Syst. Appl. 40(5): 1530-1541 (2013) - 2012
- [j3]Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations. Appl. Soft Comput. 12(1): 204-215 (2012) - 2010
- [j2]Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training. Expert Syst. Appl. 37(2): 1719-1727 (2010) - 2004
- [j1]Alejandra Rodríguez, Bernardino Arcay Varela, Carlos Dafonte, Minia Manteiga, Iciar Carricajo:
Automated knowledge-based analysis and classification of stellar spectra using fuzzy reasoning. Expert Syst. Appl. 27(2): 237-244 (2004)
Conference and Workshop Papers
- 2023
- [c17]Daniel Boubeta, Carlos Dafonte, Eduard Masana, Ana Ulla, Alejandro Mosteiro Vázquez, Minia Manteiga:
FreeDSM: An Open IoT Platform for Ambient Light Pollution Monitoring. UCAmI (3) 2023: 16-24 - 2022
- [c16]Arturo Silvelo, Carlos Dafonte, Daniel Boubeta, Ana Ulla, Minia Manteiga, Eduard Masana:
FreeDSM: An Open IoT Device for Citizen Light Pollution Monitoring. UCAmI 2022: 634-641 - [c15]Lara Pallas-Quintela, Melissa Ness, Minia Manteiga Outeiro, José Carlos Dafonte Vázquez:
Dust extinction removal from BP/RP spectra gathered from the Gaia Space Telescope using machine learning algorithms. XoveTIC 2022: 73-76 - 2017
- [c14]Daniel Garabato, Carlos Dafonte, Marco Antonio Álvarez, Minia Manteiga:
Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission. UCAmI 2017: 840-852 - 2016
- [c13]Marco Antonio Álvarez, Carlos Dafonte, Daniel Garabato, Minia Manteiga:
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases. ICONIP (4) 2016: 137-144 - 2015
- [c12]Daniel Garabato, Carlos Dafonte, Minia Manteiga, Diego Fustes, Marco Antonio Álvarez, Bernardino Arcay Varela:
A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission. IFSA-EUSFLAT 2015 - 2012
- [c11]Diego Fustes, Diego Cantorna, Carlos Dafonte, Alfonso Iglesias, Minia Manteiga, Bernardino Arcay Varela:
Cloud Integrated Web Platform for Marine Monitoring Using GIS and Remote Sensing: Application to Oil Spill Detection through SAR Images. UCAmI 2012: 446-453 - 2009
- [c10]Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
Outlier Analysis in BP/RP Spectral Bands. ICANN (2) 2009: 378-386 - [c9]Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains. IDEAL 2009: 384-391 - [c8]Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
A Combination of Connectionist Systems and Evolutionary Computation Techniques to Achieve the Optimal Domain for Stellar Spectra Signal Processing. IJCCI 2009: 323-330 - 2008
- [c7]Alejandra Rodríguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela:
STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy. HAIS 2008: 196-203 - [c6]Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela:
Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis. HAIS 2008: 212-219 - 2005
- [c5]Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga:
Hybrid Strategy for Automatic Stellar Classification. ANNIIP 2005: 62-71 - [c4]Carlos Dafonte, Alejandra Rodríguez, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga:
A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification. CIARP 2005: 566-577 - 2004
- [c3]Alejandra Rodríguez, Iciar Carricajo, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
An Artificial Neural Networks Approach to the Estimation of Physical Stellar Parameters. AIAI 2004: 45-54 - [c2]Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga:
An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques. SMC (4) 2004: 3559-3564 - 2003
- [c1]Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. IWANN (2) 2003: 639-646
Informal and Other Publications
- 2016
- [i1]Carlos Dafonte, Diego Fustes, Minia Manteiga, Daniel Garabato, Marco Antonio Álvarez, Ana Ulla, C. Allende Prieto:
On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra. CoRR abs/1607.05954 (2016)
Coauthor Index
aka: José Carlos Dafonte Vázquez
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