Minia Manteiga

30 papers B 1C 3Misc 3Journal 13Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra.
Appl. Soft Comput.
Raúl Santoveña, Carlos Dafonte, Minia Manteiga
2025 J jnl
Disentangling stellar atmospheric parameters in astronomical spectra using Generative Adversarial Neural Networks.
CoRR
Minia Manteiga, Raúl Santoveña, Marco Antonio Álvarez, Carlos Dafonte, Manuel G. Penedo, Silvana G. Navarro, Luis J. Corral
2024 J jnl
A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra.
CoRR
Raúl Santoveña, Carlos Dafonte, Minia Manteiga
2023 — conf
FreeDSM: An Open IoT Platform for Ambient Light Pollution Monitoring.
UCAmI (3)
Daniel Boubeta, Carlos Dafonte, Eduard Masana, Ana Ulla, Alejandro Mosteiro Vázquez, Minia Manteiga
2022 J jnl
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features.
Neural Comput. Appl.
Daniel Garabato, Carlos Dafonte, Raúl Santoveña, Arturo Silvelo, Francisco Javier Nóvoa, Minia Manteiga
2022 — conf
FreeDSM: An Open IoT Device for Citizen Light Pollution Monitoring.
UCAmI
Arturo Silvelo, Carlos Dafonte, Daniel Boubeta, Ana Ulla, Minia Manteiga, Eduard Masana
2022 J jnl
GUASOM: an adaptive visualization tool for unsupervised clustering in spectrophotometric astronomical surveys.
Neural Comput. Appl.
Marco Antonio Álvarez, Carlos Dafonte, Minia Manteiga, Daniel Garabato, Raúl Santoveña
2020 J jnl
A Blended Artificial Intelligence Approach for Spectral Classification of Stars in Massive Astronomical Surveys.
Entropy
Carlos Dafonte, Alejandra Rodríguez, Minia Manteiga, Ángel Gómez, Bernardino Arcay Varela
2018 J jnl
Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis.
Sensors
Carlos Dafonte, Daniel Garabato, Marco Antonio Álvarez, Minia Manteiga
2017 — conf
Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission.
UCAmI
Daniel Garabato, Carlos Dafonte, Marco Antonio Álvarez, Minia Manteiga
2016 — conf
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases.
ICONIP (4)
Marco Antonio Álvarez, Carlos Dafonte, Daniel Garabato, Minia Manteiga
2016 J jnl
On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra.
CoRR
Carlos Dafonte, Diego Fustes, Minia Manteiga, Daniel Garabato, Marco Antonio Álvarez, Ana Ulla, C. Allende Prieto
2015 — conf
A distributed learning algorithm for Self-Organizing Maps intended for outlier analysis in the GAIA - ESA mission.
IFSA-EUSFLAT
Daniel Garabato, Carlos Dafonte, Minia Manteiga, Diego Fustes, Marco Antonio Álvarez, Bernardino Arcay Varela
2014 J jnl
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.
Diego Fustes, Diego Cantorna, Carlos Dafonte, Bernardino Arcay Varela, Alfonso Iglesias, Minia Manteiga
2013 J jnl
SOM ensemble for unsupervised outlier analysis. Application to outlier identification in the Gaia astronomical survey.
Expert Syst. Appl.
Diego Fustes, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Kester Smith, Antonella Vallenari, Xavier Luri
2012 — conf
Cloud Integrated Web Platform for Marine Monitoring Using GIS and Remote Sensing: Application to Oil Spill Detection through SAR Images.
UCAmI
Diego Fustes, Diego Cantorna, Carlos Dafonte, Alfonso Iglesias, Minia Manteiga, Bernardino Arcay Varela
2012 J jnl
HSC: A multi-resolution clustering strategy in Self-Organizing Maps applied to astronomical observations.
Appl. Soft Comput.
Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2010 J jnl
Parameterization of RVS synthetic stellar spectra for the ESA Gaia mission: Study of the optimal domain for ANN training.
Expert Syst. Appl.
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2009 C conf
A Combination of Connectionist Systems and Evolutionary Computation Techniques to Achieve the Optimal Domain for Stellar Spectra Signal Processing.
IJCCI
Diego Ordóñez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2009 C conf
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains.
IDEAL
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2009 — conf
Outlier Analysis in BP/RP Spectral Bands.
ICANN (2)
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2008 Misc conf
Parameter Extraction from RVS Stellar Spectra by Means of Artificial Neural Networks and Spectral Density Analysis.
HAIS
Diego Ordóñez, Carlos Dafonte, Minia Manteiga, Bernardino Arcay Varela
2008 Misc conf
STARMIND: Automated Classification of Astronomical Data Based on an Hybrid Strategy.
HAIS
Alejandra Rodríguez, Iciar Carricajo, Minia Manteiga, Carlos Dafonte, Bernardino Arcay Varela
2005 C conf
A Comparative Study of KBS, ANN and Statistical Clustering Techniques for Unattended Stellar Classification.
CIARP
Carlos Dafonte, Alejandra Rodríguez, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
2005 — conf
Hybrid Strategy for Automatic Stellar Classification.
ANNIIP
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
2004 Misc conf
An Artificial Neural Networks Approach to the Estimation of Physical Stellar Parameters.
AIAI
Alejandra Rodríguez, Iciar Carricajo, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga
2004 — conf
An intelligent system for the spectral classification of stars - artificial neural networks vs. statistical clustering techniques.
SMC (4)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Iciar Carricajo, Minia Manteiga
2004 J jnl
Automated knowledge-based analysis and classification of stellar spectra using fuzzy reasoning.
Expert Syst. Appl.
Alejandra Rodríguez, Bernardino Arcay Varela, Carlos Dafonte, Minia Manteiga, Iciar Carricajo
2004 B conf
Expert systems and artificial neural networks applied to stellar optical spectroscopy: a comparative analysis.
IJCNN
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga, Iciar Carricajo
2003 — conf
An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra.
IWANN (2)
Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga