PhD Daniel Garabato Míguez  

Profesor axudante doutor (AXU-DR)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Laboratorio Interdisciplinar de Aplicaciones de la Inteligencia Artificial
Research lines No data available from Curriculum Management System at UDC. (SUXI).
Contacto UDC directory
Orcid id0000-0002-7133-6623 ResearcherIDK-3701-2018 Scopus57191586923

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
AI Project Management
Master's Degree in Artificial Intelligence
0 10.5
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 6.5
Privacy and Anonymity
Master in Cibersecurity
0 16
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
0 79
Software Development Projects
Degree in Computer Engineering
0 18
Work Placement
Degree in Data Science and Engineering
0 4
Written Language Processing
Degree in Data Science and Engineering
0 31.5
Subject and involved studies Distance hours Total hours
Advanced Web Design Tools 0 17
AI Project Management 0 10.5
Final Year Dissertation. Mention in Computer Science 0 3
Final Year Dissertation. Mention in Information Systems 0 4
Final Year Dissertation. Mention in Software Engineering 0 2
Infrastructure Management 0 4
Intelligent Cibersecurity 0 10.5
Language Processing 0 2
Master's Dissertation
Master in Cibersecurity
0 5
Privacy and Anonymity 0 16
Project Management 0 71
Work Placement 0 3
Written Language Processing 0 31.5
Subject and involved studies Distance hours Total hours
Advanced Web Design Tools
Degree in Audiovisual Communication
0 11
AI Project Management
Master's Degree in Artificial Intelligence
0 10.5
Business Sectors
Degree in Computer Engineering
0 41
Infrastructure Management
Degree in Computer Engineering
0 37.5
Language Processing
Degree in Computer Engineering
0 31
Master's Dissertation
Master's in Computer Engineering
0 5
Master's Dissertation
Master in Cibersecurity
0 5
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
0 92
Written Language Processing
Degree in Data Science and Engineering
0 31.5
Subject and involved studies Distance hours Total hours
Enterprise Information Systems
Degree in Computer Engineering
0 51
Infrastructure Management
Degree in Computer Engineering
0 6
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
0 112.5
Written Language Processing
Degree in Data Science and Engineering
0 31.5
Subject and involved studies Distance hours Total hours
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 8
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
0 4
Subject and involved studies Distance hours Total hours
Advanced Web Design Tools
Degree in Audiovisual Communication
0 20
Computer Science Preliminaries
Degree in Computer Engineering
0 29
Networks
Degree in Computer Engineering
0 11

Defined tutoring by teacher for 2023/2024 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
10:30 a 13:30
Seminario 3.2
1st quarter Thursday
10:30 a 13:30
Seminario 3.2
2nd quarter Tuesday
12:30 a 14:00
Seminario 3.2
2nd quarter Wednesday
16:30 a 18:00
Seminario 3.2
2nd quarter Thursday
12:30 a 14:00
Seminario 3.2
2nd quarter Friday
12:30 a 14:00
Seminario 3.2
2nd chance Wednesday
10:00 a 14:00
Seminario 3.2

Research results

Select merit type and year to query research merits.

Sistema automatizado de auditoría de seguridad de redes y servicios mediante dispositivos de bajo coste (Fase II, comunicaciones inalámbricas y puesta en marcha de piloto)

Funding entity ODEENE Ingeniería
Main researches Francisco Javier Nóvoa de Manuel / José Carlos Dafonte Vázquez
Type Contrato
Dates From 01/04/2022 to 30/09/2022

PrieBot Fase II Vídeo. Detección rápida de contenidos inadecuados en vídeo mediante técnicas de deep learning integradas entorno de procesamiento en streaming

Funding entity Betmedia Soluciones S.L.
Main researches José Carlos Dafonte Vázquez / Minia Manteiga Outeiro
Type Contrato
Dates From 01/01/2021 to 31/05/2021

PrieBetip. Prevención de riesgos, mediante técnicas de detección de anomalías, en la red social de pronósticos deportivos Betsfy

Funding entity Betmedia Soluciones S.L.
Main researches José Carlos Dafonte Vázquez / Minia Manteiga Outeiro
Type Contrato
Dates From 01/01/2021 to 31/05/2021

Sistema de auditoría de seguridad de redes y servicios automatizada mediante dispositivos de bajo coste

Funding entity ODEENE Ingeniería
Main researches Francisco Javier Nóvoa de Manuel / José Carlos Dafonte Vázquez
Type Contrato
Dates From 01/05/2021 to 15/02/2022

Axudas do Programa de Consolidación e Estruturación de Unidades de Investigación Competitiva - GPC: Big Data Astronomy y ciberseguridad basada en biometrías

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches José Carlos Dafonte Vázquez
Type Proyecto Programas Autonomicos
Dates From 01/01/2021 to 21/12/2023

Dark Sky for Sustainability with Gaia: Ubiquitous sensoring of night sky brightness based on IoT technologies

Funding entity Ministerio de Ciencia e Innovación
Main researches José Carlos Dafonte Vázquez / Minia Manteiga Outeiro
Type Proyecto Programas Nacionales
Dates From 01/12/2021 to 30/11/2023

ENVITA, STORY VOICE ASSISTANT (Art.83 ligado a InnovaPEME Ref. 022_IN848D_2021_1362904)

Funding entity ENVITA DIGITAL SOLUTIONS S.L.
Main researches Javier Pereira Loureiro / Betania Groba González
Type Contrato
Dates From 15/06/2021 to 30/09/2021

PrieBot Fase I. Servicio en streaming para la detección de contenidos no adecuados mediante técnicas de deep learning y de procesamiento de lenguaje natural

Funding entity Betmedia Soluciones S.L.
Main researches José Carlos Dafonte Vázquez / Minia Manteiga Outeiro
Type Contrato
Dates From 15/05/2020 to 15/10/2020

Generación automática de código seguro desde lenguajes de tercera generación a framework Metrópolis - ABanca. Plataforma de detección de vulnerabilidades y estandarización de código (Fase III)

Funding entity ODEENE Ingeniería
Main researches José Carlos Dafonte Vázquez / Víctor Carneiro Díaz
Type Contrato
Dates From 15/06/2020 to 15/03/2021

Integración de la plataforma interna de ABanca Seguros, API de interacción securizada y adquisición de información documental automatizada

Funding entity ODEENE Ingeniería
Main researches José Carlos Dafonte Vázquez / Víctor Carneiro Díaz
Type Contrato
Dates From 01/09/2020 to 31/12/2020

Gestión de la Configuración Software en el framework Metrópolis - ABanca, scripting y traductor automático

Funding entity ODEENE Ingeniería
Main researches José Carlos Dafonte Vázquez / Víctor Carneiro Díaz
Type Contrato
Dates From 01/08/2020 to 30/04/2021

AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS. GPC: Seguridad y trazabilidad en entornos farmacéuticos y apoyo a la línea de astrofísica computacional

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches José Carlos Dafonte Vázquez
Type Proyecto Programas Autonomicos
Dates From 01/01/2019 to 20/11/2020

Minería de datos de Gaia para estudiar la Vía Láctea II

Funding entity Ministerio de Ciencia, Innovación y Universidades
Main researches José Carlos Dafonte Vázquez / Minia Manteiga Outeiro
Type Proyecto Programas Nacionales
Dates From 01/01/2019 to 30/09/2022

ACATIA - Aplicación de factor de comportamiento en autenticación de aplicaciones mediante técnicas de IA, creación de prototipo y entorno de demostración

Funding entity AFYT Ingeniería - AFYT Soluciones de Software e Integración de Sistemas S.L.
Main researches José Carlos Dafonte Vázquez
Type Contrato
Dates From 01/02/2019 to 30/11/2019

ACATIA 2 - Autenticación de segundo nivel mediante IA basada en biometría táctil para el ámbito bancario en movilidad

Funding entity ODEENE Ingeniería S.L.
Main researches José Carlos Dafonte Vázquez
Type Contrato
Dates From 01/11/2019 to 31/03/2020

Red española de explotación científica de Gaia (Red de Excelencia MICINN)

Funding entity Ministerio de Ciencia, Innovación y Universidades
Main researches Xavier Luri Carrascoso (UB)
Type Proyecto Programas Nacionales
Dates From 01/10/2019 to 31/12/2022

Red Europea, COST Action: CA-18104 ,"Revealing the Milky Way with Gaia"

Funding entity EU, Horizon 2020 Framework Programme
Main researches Nick Walton (University of Cambridge)
Type Proyecto UE
Dates From 13/12/2018 to 12/11/2022

Asesoramiento en la implantación de tecnologías de BigData y técnicas de Minería de Datos

Funding entity Fundación Novoa Santos
Main researches José Carlos Dafonte Vázquez / Francisco Javier Nóvoa de Manuel
Type Contrato
Dates From 04/07/2017 to 04/09/2017

Aplicación de técnicas de Inteligencia Artificial no supervisadas para la detección de perfiles de usuario, targets, orientados al marketing online

Funding entity Vippter S.L.
Main researches José Carlos Dafonte Vázquez
Type Contrato
Dates From 09/07/2016 to 09/11/2017

SOMIDS: Sistema de Detección de Intrusos basado en Mapas Auto-Organizados

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Francisco Javier Nóvoa De Manuel, José Carlos Dafonte Vázquez, Diego Fustes Villadóniga, M.A. Álvarez, D. Garabato
Application date 18/11/2016
Approval date 07/04/2017

Gaia Data Release 3. The extragalactic content

Authors C. A. L. Bailer-Jones, D. Garabato, R. Carballo, M.A. Álvarez, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 33)
DOI https://doi.org/10.1051/0004-6361/202243232

Gaia Data Release 3. Exploring and mapping the diffuse interstellar band at 862 nm

Authors M. Schultheis, H. Zaho, T. Zwitter, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 25)
DOI https://doi.org/10.1051/0004-6361/202243283

Gaia Data Release 3. Apsis. III. Non-stellar content and source classification

Authors L. Delchambre, C.A.L. Bailer-Jones, I. Bellas-Velidis, D. Garabato, R. Carballo, Dafonte, C., Minia Manteiga Outeiro, Arturo Silvelo, M.A. Álvarez, A. Gómez, I. González-Santamaría, L. Pallas-Quintela, Raul Santoveña, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 34)
DOI https://doi.org/10.1051/0004-6361/202243423

Gaia Data Release 3: Analysis of the Gaia BP/RP spectra using the General Stellar Parameterizer from Photometry

Authors R. Andrae, M. Fouesneau, R. Sordo, M.A. Álvarez, R. Carballo, Dafonte, C., D. Garabato, A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 22)
DOI https://doi.org/10.1051/0004-6361/202243462

Gaia Data Release 3. Chemical cartography of the Milky Way

Authors A. Recio-Blanco, G. Kordopatis, D. Garabato, Raul Santoveña, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 50)
DOI https://doi.org/10.1051/0004-6361/202243511

Gaia Data Release 3. The Galaxy in your preferred colours. Synthetic photometry from Gaia low-resolution spectra

Authors P. Montegriffo, M. Bellazzini, F. De Angeli, D. Garabato, Minia Manteiga Outeiro, R. Santoveña, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, L. Pallas-Quintela, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 58)
DOI https://doi.org/10.1051/0004-6361/202243709

Gaia Data Release 3. Analysis of RVS spectra by the General Stellar Parametriser from spectroscopy

Authors A. Recio-Blanco, P. de Laverny, P.A. Palicio, M.A. Álvarez, G. Torralba Elipe, Minia Manteiga Outeiro, Dafonte, C., R. Carballo, D. Garabato, A. Gómez, I. González-Santamaría, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 43)
DOI https://doi.org/10.1051/0004-6361/202243750

Gaia Data Release 3. Pulsations in main-sequence OBAF-type stars

Authors J. De Ridder, V. Ripepi, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 22)
DOI https://doi.org/10.1051/0004-6361/202243767

Gaia Data Release 3. Summary of the content and survey properties

Authors A. Vallenari, A.G.A. Brown, T. Prusti, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, Arturo Silvelo, A. Ulla, G. Torralba Elipe
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 22)
DOI https://doi.org/10.1051/0004-6361/202243940

Gaia Data Release 3. Astrophysical parameters inference system (Apsis). I. Methods and content overview

Authors O.L. Creevey, R. Sordo, F. Pailler, D. Garabato, G. Torralba Elipe, M.A. Álvarez, R. Carballo, Dafonte, C., Angel Gómez García, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 35)
DOI https://doi.org/10.1051/0004-6361/202243688

Gaia Data Release 3: A golden sample of astrophysical parameters

Authors O.L. Creevey, L.M. Sarro, A. Lobel, D. Garabato, M.A. Álvarez, R. Carballo, Carlos Dafonte, A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 34)
DOI https://doi.org/10.1051/0004-6361/202243800

Gaia Data Release 3: Stellar multiplicity, a teaser for the hidden treasure

Authors F. Arenou, C. Babusiaux, M.A. Barstow, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 58)
DOI https://doi.org/10.1051/0004-6361/202243782

Gaia Data Release 3 Stellar chromospheric activity and mass accretion from Ca II IRT observed by the Radial Velocity Spectrometer

Authors A.C. Lanzafame, E. Brugaletta, Y. Fremat, R. Sordo, M.A. Álvarez, R. Carballo, Dafonte, C., D. Garabato, A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 18)
DOI https://doi.org/10.1051/0004-6361/202244156

Gaia Data Release 3: Mapping the asymmetric disc of the Milky Way

Authors R. Drimmel, M. Romero-Gómez, L. Chemin, Ramos-Louro P, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 35)
DOI https://doi.org/10.1051/0004-6361/202243797

Gaia Data Release 3: Reflectance spectra of Solar System small bodies

Authors L. Galluccio, M. Delbo, F. De Angeli, T. Pauwels, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 29)
DOI https://doi.org/10.1051/0004-6361/202243791

Gaia Data Release 3. Apsis II: Stellar parameters

Authors M. Fouesneau, Y. Fremat, M.A. Álvarez, D. Garabato, R. Carballo, José Carlos Dafonte Vázquez, Angel Gómez García, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 674 (pages 1 to 36)
DOI https://doi.org/10.1051/0004-6361/202243919

Gaia Focused Product Release: Radial velocity time series of long-period variables

Authors M. Trabucchi, N. Mowlavi, T. Lebzelter, I. Lecoeur-Taïbi, M. Audard, D. Garabato, M.A. Álvarez, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, G. Torralba Elipe
Journal ASTRONOMY & ASTROPHYSICS Vol. 680 (pages 1 to 38)
DOI https://doi.org/10.1051/0004-6361/202347287

Gaia Focused Product Release: Asteroid orbital solution. Properties and assessment

Authors P. David, F. Mignard, D. Hestroffer, P. Tanga, D. Garabato, M.A. Álvarez, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, G. Torralba Elipe
Journal ASTRONOMY & ASTROPHYSICS Vol. 680 (pages 1 to 24)
DOI https://doi.org/10.1051/0004-6361/202347270

Gaia Focused Product Release: Sources from service interface function image analysis. Half a million new sources in omega Centauri

Authors K. Weingrill, A. Mints, J. Castañeda, Z. Kostrzewa-Rutkowska, M. Davidson, D. Garabato, M.A. Álvarez, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, G. Torralba Elipe
Journal ASTRONOMY & ASTROPHYSICS Vol. 680 (pages 1 to 22)
DOI https://doi.org/10.1051/0004-6361/202347203

Gaia Focused Product Release: Spatial distribution of two diffuse interstellar bands

Authors M. Schultheis, H. Zhao, T. Zwitter, C.A.L. Bailer-Jones, R. Carballo, R. Sordo, D. Garabato, M.A. Álvarez, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, G. Torralba Elipe
Journal ASTRONOMY & ASTROPHYSICS Vol. 680 (pages 1 to 33)
DOI https://doi.org/10.1051/0004-6361/202347103

Gaia Early Data Release 3: The celestial reference frame (GAIA-CRF3)

Authors S.A. Klioner, L. Lindegren, D. Garabato, M.A. Álvarez, R. Carballo, Carlos Dafonte, A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, Raul Santoveña, Arturo Silvelo, G. Torralba Elipe, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS Vol. 667
DOI https://doi.org/10.1051/0004-6361/202243483

GUASOM: an Adaptive Visualization tool for Unsupervised Clustering in Spectrophotometric Astronomical Surveys

Authors M.A. Álvarez, Carlos Dafonte, Minia Manteiga Outeiro, D. Garabato, Raul Santoveña
Journal NEURAL COMPUTING & APPLICATIONS Vol. 34 Num. 3 (pages 1993 to 2006)
DOI https://doi.org/10.1007/s00521-021-06510-9

AI-based user authentication reinforcement by continuous extraction of behavioral interaction features

Authors D. Garabato, Dafonte, C., Raul Santoveña, Arturo Silvelo, Francisco Javier Nóvoa De Manuel, Minia Manteiga Outeiro
Journal NEURAL COMPUTING & APPLICATIONS Vol. 34 Num. 14 (pages 11691 to 11705)
DOI https://doi.org/10.1007/s00521-022-07061-3

GAIA-DR3: LOS 219 MILLONES DE ESPECTROS BP/RP

Authors J. M. Carrasco, M. Weiler, Minia Manteiga Outeiro, C. Jordi, C. Fabricius, D. Garabato, L. Pallas-Quintela, Marco A. Álvarez, Dafonte, C., L.M. Sarro
Journal Boletín informativo de la SEA (Sociedad Española de Astronomía) Vol. 47 (pages 22 to 25)

Gaia Early Data Release 3: The Gaia Catalogue of Nearby Stars

Authors R.L. Smart, L.M. Sarro, Minia Manteiga Outeiro, M.A. Álvarez, Carlos Dafonte, D. Garabato, Angel Gómez García, I. González-Santamaría, Raul Santoveña
Journal ASTRONOMY & ASTROPHYSICS Vol. 649 (pages 1 to 44)
DOI https://doi.org/10.1051/0004-6361/202039498

Gaia Early Data Release 3: Summary of the contents and survey properties

Authors A.G.A. Brown, A. Vallenari, T. Prusti, J.H.J. de Bruijne, Minia Manteiga Outeiro, M.A. Álvarez, Carlos Dafonte, D. Garabato, Angel Gómez García, I. González-Santamaría, Raul Santoveña, A. Ulla, R. Carballo
Journal ASTRONOMY & ASTROPHYSICS Vol. 649 (pages 1 to 20)
DOI https://doi.org/10.1051/0004-6361/202039657

Gaia Early Data Release 3: Acceleration of the solar system from Gaia astrometry

Authors S.A. Klioner, F. Mignard, Minia Manteiga Outeiro, M.A. Álvarez, Carlos Dafonte, D. Garabato, Angel Gómez García, I. González-Santamaría, Raul Santoveña, A. Ulla, R. Carballo
Journal ASTRONOMY & ASTROPHYSICS Vol. 649 (pages 1 to 19)
DOI https://doi.org/10.1051/0004-6361/202039734

Gaia Early Data Release 3: Structure and properties of the Magellanic Clouds

Authors X. Luri, L. Chemin, G. Clementini, Minia Manteiga Outeiro, M.A. Álvarez, Carlos Dafonte, D. Garabato, Angel Gómez García, I. González-Santamaría, Raul Santoveña, A. Ulla, R. Carballo
Journal ASTRONOMY & ASTROPHYSICS Vol. 649 (pages 1 to 35)
DOI https://doi.org/10.1051/0004-6361/202039588

Gaia Early Data Release 3: The Galactic anticentre

Authors T. Antoja, P.J. McMillan, Minia Manteiga Outeiro, M.A. Álvarez, Carlos Dafonte, D. Garabato, Angel Gómez García, I. González-Santamaría, Raul Santoveña, A. Ulla, R. Carballo
Journal ASTRONOMY & ASTROPHYSICS Vol. 649 (pages 1 to 38)
DOI https://doi.org/10.1051/0004-6361/202039714

Gaia Data Release 2. Variable stars in the colour-absolute magnitude diagram

Authors Laurent Eyer, José Carlos Dafonte Vázquez, Minia Manteiga Outeiro, D. Garabato, M.A. Álvarez, Bernardino Arcay Varela
Journal ASTRONOMY & ASTROPHYSICS Vol. 623 Num. A110 (pages 1 to 20)
DOI https://doi.org/10.1051/0004-6361/201833304

Distributed Fast Self-Organized Maps for Massive Spectrophotometric Data Analysis

Authors Carlos Dafonte, D. Garabato, M.A. Álvarez, Minia Manteiga Outeiro
Journal Sensors Vol. 18 Num. 5 (pages 1 to 16)
DOI https://doi.org/10.3390/s18051419

Gaia Data Release 2. Summary of the contents and survey properties

Authors A. G.A. Brown, A. Vallenari, T. Prusti, J. H. J. de Bruijne, Carlos Dafonte, Minia Manteiga Outeiro, Bernardino Arcay Varela, D. Garabato, M.A. Álvarez, R. Carballo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 21)
DOI https://doi.org/10.1051/0004-6361/201833051

Gaia Data Release 2. Kinematics of globular clusters and dwarf galaxies around the Milky Way

Authors A. Helmi, Jacqueline FN van Leeuwen, P. McMillan, Carlos Dafonte, Minia Manteiga Outeiro, Bernardino Arcay Varela, D. Garabato, M.A. Álvarez, R. Carballo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 10)
DOI https://doi.org/10.1051/0004-6361/201832698

Gaia Data Release 2. Mapping the Milky Way disc kinematics

Authors D. Katz, Carlos Dafonte, Minia Manteiga Outeiro, Bernardino Arcay Varela, D. Garabato, M.A. Álvarez, R. Carballo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 15)
DOI https://doi.org/10.1051/0004-6361/201832865

Gaia Data Release 2. Observations of solar system objects

Authors F. Spoto, Carlos Dafonte, Minia Manteiga Outeiro, Bernardino Arcay Varela, D. Garabato, M.A. Álvarez, R. Carballo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 24)
DOI https://doi.org/10.1051/0004-6361/201832900

Gaia Data Release 2. Observational Hertzsprung-Russell diagrams

Authors C. Babusiaux, Jacqueline FN van Leeuwen, C. Jordi, A. Vallenari, Carlos Dafonte, Minia Manteiga Outeiro, Bernardino Arcay Varela, D. Garabato, M.A. Álvarez, R. Carballo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 15)
DOI https://doi.org/10.1051/0004-6361/201832843

Gaia Data Release 2. The celestial reference frame (Gaia-CRF2)

Authors F. Mignard, Carlos Dafonte, Minia Manteiga Outeiro, Bernardino Arcay Varela, D. Garabato, M.A. Álvarez, R. Carballo, A. Ulla
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 17)
DOI https://doi.org/10.1051/0004-6361/201832916

Gaia Data Release 1. Open cluster astrometry: performance, limitations, and future prospects

Authors Jacqueline FN van Leeuwen, A. Vallenari, C. Jordi, L. Lindegren, Minia Manteiga Outeiro, Bernardino Arcay Varela, José Carlos Dafonte Vázquez, M.A. Álvarez, D. Garabato
Journal ASTRONOMY & ASTROPHYSICS Vol. 601 Num. A19
DOI https://doi.org/10.1051/0004-6361/201730552

Gaia Data Release 1. Testing parallaxes with local Cepheids and RR Lyrae stars

Authors G. Clementini, L. Eyer, V. Ripepi, M. Marconi, T. Muraveva, A. Garofalo, Minia Manteiga Outeiro, Bernardino Arcay Varela, José Carlos Dafonte Vázquez, M.A. Álvarez, D. Garabato
Journal ASTRONOMY & ASTROPHYSICS (pages 1 to 29)
DOI https://doi.org/10.1051/0004-6361/201629925

On the estimation of stellar parameters with uncertainty prediction from Generative Artificial Neural Networks: application to Gaia RVS simulated spectra

Authors José Carlos Dafonte Vázquez, Diego Fustes Villadóniga, Minia Manteiga Outeiro, D. Garabato, M.A. Álvarez, A. Ulla, C. Allende Prieto
Journal ASTRONOMY & ASTROPHYSICS Vol. 594 (pages 1 to 10)
DOI https://doi.org/10.1051/0004-6361/201527045

Gaia Data Release 1. Summary of the astrometric, photometric, and survey properties

Authors A. G.A. Brown, Minia Manteiga Outeiro, M.A. Álvarez, Bernardino Arcay Varela, José Carlos Dafonte Vázquez, D. Garabato, Diego Fustes Villadóniga
Journal ASTRONOMY & ASTROPHYSICS Vol. 595 (pages 1 to 23)
DOI https://doi.org/10.1051/0004-6361/201629512

The Gaia mission

Authors T. Prusti, Minia Manteiga Outeiro, M.A. Álvarez, Bernardino Arcay Varela, José Carlos Dafonte Vázquez, D. Garabato, Diego Fustes Villadóniga
Journal ASTRONOMY & ASTROPHYSICS Vol. 595 (pages 1 to 36)
DOI https://doi.org/10.1051/0004-6361/201629272

Gestión de proyectos con Microsoft Project Professional 2021

Authors Javier Andrade-Garda, D. Garabato, L. Pallas-Quintela, Sonia María Suárez-Garaboa
Publishing Repronor, Coruña, A (España)
ISBN 978-84-18291-64-7

Gaia spectrophotometry analysis of low extinction stars using Self Organizing Maps
EAS 2022 - EUROPEAN ASTRONOMICAL SOCIETY ANNUAL MEETING
International

Authors L. Pallas-Quintela, Minia Manteiga Outeiro, G. Torralba Elipe, M.A. Álvarez, D. Garabato, Dafonte, C.
Place Valencia (España)

Unsupervised clustering visualisation tool for Gaia DR3
IAUGA 2022 - XXXI General Assembly of the International Astronomical Union
International

Authors M.A. Álvarez, Dafonte, C., Minia Manteiga Outeiro, D. Garabato, Raul Santoveña, L. Pallas-Quintela
Place Busan (Corea del Sur)

GUASOM flavour DR3: Gaia utility based on Self-Organizing Maps for the analysis of classification outliers in DR3
SEA 2022 - XV Reunión de la Sociedad Española de Astronomía
International

Authors M.A. Álvarez, D. Garabato, Arturo Silvelo, Carlos Dafonte, Minia Manteiga Outeiro
Place Santa Cruz de Tenerife (España)

The power of XP Gaia spectrophotometry and Self-Organizing Maps to analyse the evolutionary state & physical properties of Milky Way stars
SEA 2022 - XV Reunión de la Sociedad Española de Astronomía
International

Authors L. Pallas-Quintela, D. Garabato, Minia Manteiga Outeiro, Dafonte, C.
Place Santa Cruz de Tenerife (España)

Quality assessment of unsupervised clustering based on SOMs applied to spectrophotometric surveys
EAS 2021 - EUROPEAN ASTRONOMICAL SOCIETY ANNUAL MEETING
International

Authors D. Garabato, M.A. Álvarez, Raul Santoveña, José Carlos Dafonte Vázquez, Minia Manteiga Outeiro
Organization European Astronomical Society (EAS)
Place Leiden (Países Bajos)

GUASOM flavour DR3
Gaia-RIA workshop Expanding the Gaia legacy: the role of Spanish ground-based facilities
Autonomous

Authors Carlos Dafonte, M.A. Álvarez, D. Garabato, Raul Santoveña, Minia Manteiga Outeiro
Organization Red de Infraestructuras de Astronomía
Place Barcelona (España)

A First Approach to Authentication Based on Artificial Intelligence for Touch-Screen Devices
III XoveTIC 2020
International

Authors Arturo Silvelo, D. Garabato, Raul Santoveña, Carlos Dafonte
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/proceedings2020054001

Mouse Behavior Analysis Based on Artificial Intelligence as a Second¿Phase Authentication System
XoveTIC 2019
International

Authors D. Garabato, Jorge Rodríguez García, Francisco Javier Nóvoa De Manuel, Carlos Dafonte
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/proceedings2019021029

Network Data Flow Clustering based on Unsupervised Learning
IEEE 18th International Symposium on Network Computing and Applications (NCA 2019)
International

Authors M. F. López-Vizcaíno, José Carlos Dafonte Vázquez, Francisco Javier Nóvoa De Manuel, D. Garabato, M.A. Álvarez, Diego Fernández Iglesias
Organization IEEE Communitation Society
Place Boston (Estados Unidos)
DOI https://doi.org/10.1109/nca.2019.8935041

Behavioral authentication system based on AI for touch-screen devices
IV Machine Learning Workshop Galicia
National

Authors Arturo Silvelo, D. Garabato, Carlos Dafonte, Minia Manteiga Outeiro
Organization Universidade da Coruña (UDC)
Place Coruña, A (España)

Network Data Unsupervised Clustering to Anomaly Detection
I Congreso XoveTIC
Autonomous

Authors M. F. López-Vizcaíno, Carlos Dafonte, Francisco Javier Nóvoa De Manuel, D. Garabato, M.A. Álvarez
Place Coruña, A (España)
DOI https://doi.org/10.3390/proceedings2181173

Object classification in Big Astronomical Surveys by self-organizing maps (SOM); Application to the Alhambra survey
XIII Reunión Científica - Sociedad Española de Astronomía (SEA)
National

Authors Minia Manteiga Outeiro, M.A. Álvarez, D. Garabato, Carlos Dafonte, Angel Gómez García, María Martínez Pérez, A. Ulla, R. Carballo
Organization Sociedad Española de Astronomía (SEA)
Place Salamanca (España)

Enhanced SOM distributed processing for the classification of large spectroscopic data in the Gaia mission
European Week of Astronomy and Space Science (EWASS 2017)
International

Authors M.A. Álvarez, D. Garabato, Carlos Dafonte, Minia Manteiga Outeiro
Organization European Astronomical Society (EAS)
Place Praga (República Checa)

A distributed and enhanced implementation of unsupervised ANNs applied to spectrophotometry clustering in the ESA Gaia mission
European Week of Astronomy and Space Science (EWASS 2017)
International

Authors M.A. Álvarez, D. Garabato, Carlos Dafonte, Minia Manteiga Outeiro
Organization European Astronomical Society (EAS)
Place Praga (República Checa)

Analysis tool for multi dimension clustering of Gaia Outliers
XXXVI Reunión Bienal de la Real Sociedad Española de Física, 27 Encuentro Ibérico de Enseñanza de la Física
National

Authors M.A. Álvarez, D. Garabato, Carlos Dafonte, Minia Manteiga Outeiro
Organization Real Sociedad Española de Física
Place Santiago de Compostela (España)

GUASOM analysis of the Alhambra survey
Early Data Release and Scientific Exploitation of the J-PLUS Survey
International

Authors D. Garabato, Minia Manteiga Outeiro, Carlos Dafonte, M.A. Álvarez
Organization Red de Infraestructuras de Astronomía (RIA)
Place Teruel (España)
DOI https://doi.org/10.5281/zenodo.1041764

Distributed Unsupervised Clustering for Outlier Analysis in the Biggest Milky Way Survey: ESA Gaia Mission
11th Ubiquitous Computing and Ambient Intelligence (UCAmI 2017)
International

Authors D. Garabato, Carlos Dafonte, M.A. Álvarez, Minia Manteiga Outeiro
Organization MAmI Research Lab, University of Castilla-La Mancha
Place Philadelphia, PA (Estados Unidos)
DOI https://doi.org/10.1007/978-3-319-67585-5_81

Mecanismos de selección de target orientado a marketing online: Vippter
Machine Learning Workshop Galicia 2017
Autonomous

Authors M. F. López-Vizcaíno, José Carlos Dafonte Vázquez, Francisco Javier Nóvoa De Manuel, D. Garabato, M.A. Álvarez
Organization CITIUS
Place Santiago de Compostela (España)

Gaia survey: unveiling the unexpected with GUASOM, an analysis tool based on Self Organizing Maps
Detecting the Unexpected. Discovery in the Era of Astronomically Big Data
International

Authors Minia Manteiga Outeiro, Carlos Dafonte, D. Fustes, M.A. Álvarez, D. Garabato, A. Ulla
Organization Space Telescope Science Institute (STSCI)
Place Baltimore (Estados Unidos)

Planetary Nebulae as observed by Gaia: astrometric and photometric expected performance
XXXVI Reunión Bienal de la Real Sociedad Española de Física
National

Authors Minia Manteiga Outeiro, A. Ulla, Carlos Dafonte, D. Garabato, M.A. Álvarez
Organization Real Sociedad Española de Física
Place Santiago de Compostela (España)

Data mining techniques for Gaia data releases
European Week of Astronomy and Space Science (2016)
International

Authors M.A. Álvarez, D. Garabato, José Carlos Dafonte Vázquez, Minia Manteiga Outeiro
Organization European Astronomical Society (EAS)
Place Athens (Grecia)

Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases
International Conference on Neural Information Processing (ICONIP) 2016
International

Authors M.A. Álvarez, D. Garabato, Minia Manteiga Outeiro, Carlos Dafonte
Place Kyoto (Japón)
DOI https://doi.org/10.1007/978-3-319-46681-1_17

Gaia and the Planetary Nebulae
IAUS 323: Planetary Nebulae: Multi-Wavelength Probes of Stellar and Galactic Evolution
International

Authors Minia Manteiga Outeiro, José Carlos Dafonte Vázquez, M.A. Álvarez, D. Garabato, A. Ulla, C. Jordi
Organization International Astronomical Union (IAU)
Place Beijing (China)
DOI https://doi.org/10.1017/s1743921317002137

A distributed learning algorithm for Self-organizing Maps intended for outlier analysis in the GAIA - ESA mission
International Joint Conference IFSA - EUSFLAT 2015. 16th World Congress of the International Fuzzy Systems Association (IFSA) / 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT)
International

Authors D. Garabato, José Carlos Dafonte Vázquez, Minia Manteiga Outeiro, Diego Fustes Villadóniga, M.A. Álvarez, Bernardino Arcay Varela
Organization International Fuzzy Systems Association (IFSA) / European Society for Fuzzy Logic and Technology (EUSFLAT)
Place Gijón (España)
DOI https://doi.org/10.2991/ifsa-eusflat-15.2015.126

Derivation of stellar parameters from Gaia RVS spectra with prediction uncertainty using Generative Artificial Neural Networks (GANNs)
IAU XXIX General Assembly
International

Authors Minia Manteiga Outeiro, José Carlos Dafonte Vázquez, A. Ulla, M.A. Álvarez, D. Garabato, Diego Fustes Villadóniga
Organization International Astronomical Union (IAU)
Place Honolulu (Estados Unidos)

Data Mining and Knowledge Discovery in Gaia survey: GUASOM, an analysis tool based on Self Organizing Maps
IAU XXIX General Assembly
International

Authors Minia Manteiga Outeiro, José Carlos Dafonte Vázquez, A. Ulla, M.A. Álvarez, D. Garabato, Diego Fustes Villadóniga
Organization International Astronomical Union (IAU)
Place Honolulu (Estados Unidos)

Stellar parameterization from Gaia RVS spectra with prediction uncertainty using Generative Artificial Neural Networks (GANNs)
European Week of Astronomy and Space Science (EWASS 2015)
International

Authors Minia Manteiga Outeiro, José Carlos Dafonte Vázquez, Diego Fustes Villadóniga, D. Garabato, M.A. Álvarez, A. Ulla
Organization European Astronomical Society (EAS)
Place San Cristóbal de La Laguna (España)

GUASOM: Gaia Utility for Analysis and knowledge discovery based on Self Organizing Maps. Results on the SDSS spectroscopic archive
European Week of Astronomy and Space Science (EWASS 2015)
International

Authors Minia Manteiga Outeiro, José Carlos Dafonte Vázquez, Diego Fustes Villadóniga, M.A. Álvarez, D. Garabato, A. Ulla
Organization European Astronomical Society (EAS)
Place San Cristóbal de La Laguna (España)

GUASOM: Gaia Utility for Analysis and Knowledge Discovery based on Self Organizing Maps
The Milky Way Unravelled by Gaia: GREAT-ITN Science from the Gaia Data Releases
International

Authors Diego Fustes Villadóniga, Minia Manteiga Outeiro, José Carlos Dafonte Vázquez, Bernardino Arcay Varela, M.A. Álvarez, D. Garabato
Organization Gaia Research for European Astronomy Training (GREAT-ITN)
Place Barcelona (España)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

Vocal PDI

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)