| 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). |
| Research merits evaluation | 1 six years period(s) |
| Contacto | UDC directory |
| Orcid id0000-0002-7133-6623 ResearcherIDK-3701-2018 Scopus57191586923 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| AI Project Management | Compulsory | 0 | 10.5 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 6.5 |
| Infrastructure Management | Compulsory | 0 | 2 |
| Intelligent Cibersecurity | Optional | 0 | 10.5 |
| Privacy and Anonymity | Compulsory | 0 | 16 |
| Programming I | Core | 0 | 54.5 |
| Work Placement | Compulsory | 0 | 5 |
| Work Placement | Compulsory | 0 | 2.5 |
| Written Language Processing | Compulsory | 0 | 32 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
AI Project Management
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 10.5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 6.5 |
|
Infrastructure Management
Degree in Computer Engineering
|
Compulsory | 0 | 14 |
|
Intelligent Cibersecurity
Master's Degree in Artificial Intelligence
|
Optional | 0 | 10.5 |
|
Privacy and Anonymity
Master in Cibersecurity
|
Compulsory | 0 | 16 |
|
Programming I
Degree in Computer Engineering
|
Core | 0 | 1 |
|
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 79 |
|
Software Development Projects
Degree in Computer Engineering
|
Optional | 0 | 4 |
|
Work Placement
Degree in Data Science and Engineering
|
Compulsory | 0 | 4 |
|
Written Language Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 31.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Web Design Tools
Degree in Audiovisual Communication
|
Optional | 0 | 17 |
|
AI Project Management
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 10.5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 3 |
|
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 2 |
|
Infrastructure Management
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Intelligent Cibersecurity
Master's Degree in Artificial Intelligence
|
Optional | 0 | 10.5 |
|
Language Processing
Degree in Computer Engineering
|
Optional | 0 | 2 |
|
Master's Dissertation
Master in Cibersecurity
|
Compulsory | 0 | 5 |
|
Privacy and Anonymity
Master in Cibersecurity
|
Compulsory | 0 | 16 |
|
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 71 |
|
Work Placement
Degree in Data Science and Engineering
|
Compulsory | 0 | 3 |
|
Written Language Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 31.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Advanced Web Design Tools
Degree in Audiovisual Communication
|
Optional | 0 | 11 |
|
AI Project Management
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 10.5 |
|
Business Sectors
Degree in Computer Engineering
|
Optional | 0 | 41 |
|
Infrastructure Management
Degree in Computer Engineering
|
Compulsory | 0 | 37.5 |
|
Language Processing
Degree in Computer Engineering
|
Optional | 0 | 31 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 5 |
|
Master's Dissertation
Master in Cibersecurity
|
Compulsory | 0 | 5 |
|
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 92 |
|
Written Language Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 31.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Enterprise Information Systems
Degree in Computer Engineering
|
Optional | 0 | 51 |
|
Infrastructure Management
Degree in Computer Engineering
|
Compulsory | 0 | 6 |
|
Project Management
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 112.5 |
|
Written Language Processing
Degree in Data Science and Engineering
|
Compulsory | 0 | 31.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
Defined tutoring by teacher for 2025/2026 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Monday
12:30 a 14:30 |
Seminario 3.2 |
| 1st quarter |
Tuesday
09:30 a 11:30 |
Seminario 3.2 |
| 1st quarter |
Thursday
10:30 a 12:30 |
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 |
Directed or codirected by current teacher since 2013 year.
| Continuous authentication on mobile devices using streaming techniques and behavioral analysis during interaction |
| Platform for template model management and digital document generation |
| Ballroom dance step recognition by means of video processing and Artificial Intelligence techniques |
| Analysis and prediction system of the stock market focused on the market sectors |
| Authorship verification system for e-mail using free software tools for natural language processing |
| Biometric authentication system based on behavioral analysis through touch screen interaction and motion sensors |
| Biometric Authentication System based on behavioral analysis using conventional input mechanisms |
| Classification and clustering of celestial objects based on photometric data gathered from the Gaia space telescope |
| GIS platform for remote sensing of oil spills in the marine environment through synthetic aperture radar (SAR) |
Select merit type and year to query research merits.
SPACIOUS. Science platform cloud infraestructure for outsize usage scenarios
| Funding entity | EU Horizon Europe, call HORIZON-CL4-2023-SPACE-01 |
| Main researches | José Carlos Dafonte Vázquez (UDC), Xavier Luri (Consortium) |
| Type | Proyecto UE |
| Dates | From 01/01/2024 to 31/12/2026 |
BE:SOC
| Funding entity | INCIBE - Instituto Nacional de Ciberseguridade |
| Main researches | Francisco Javier Nóvoa de Manuel / Daniel Garabato Míguez |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2024 to 31/12/2025 |
Axuda para a consolidación e estruturación de unidades de investigación competitivas. GPC 2024
| Funding entity | Consellería de Educación, Ciencia, Universidades e Formación Profesional |
| Main researches | José Carlos Dafonte Vázquez |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2024 to 20/11/2026 |
OPENSS - Open Space Sensors (OSS): Arquitectura de sensores de bajo coste y software abierto en medioambiente y redes inalámbricas seguras
| Funding entity | ODEENE Ingeniería |
| Main researches | José Carlos Dafonte Vázquez / Ángel Gómez García |
| Type | Contrato |
| Dates | From 24/04/2023 to 24/10/2023 |
Open Space Sensors (OSS) Fase II: Plataforma geolocalizada, intercalibración con RNA, API para SmartCities y sensorización adicional (Modificación con addenda: 22/05/2024, 16/09/2024)
| Funding entity | ODEENE Ingeniería |
| Main researches | José Carlos Dafonte Vázquez / Minia Manteiga Outeiro |
| Type | Contrato |
| Dates | From 15/11/2023 to 31/12/2024 |
Asistencia técnica para el seguimiento del diseño, implementación y mantenimiento de APIs en ABanca Seguros (Modificación con addenda de fecha 15/04/2024)
| Funding entity | ODEENE Ingeniería |
| Main researches | José Carlos Dafonte Vázquez / Minia Manteiga Outeiro |
| Type | Contrato |
| Dates | From 15/11/2023 to 31/05/2024 |
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 |
Plataforma de integración de datos IoT para el despliegue de la autenticación de segundo nivel mediante IA basada en biometría de interacción de usuario (Modificación con Addenda de fecha 15/09/2022)
| Funding entity | ODEENE Ingeniería |
| Main researches | José Carlos Dafonte Vázquez / Francisco Javier Nóvoa de Manuel |
| Type | Contrato |
| Dates | From 01/03/2022 to 31/12/2022 |
SMART DATA PARA UN ANALISIS MULTICOLOR DE LA VIA LACTEA EN GAIA
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | José Carlos Dafonte Vázquez / Minia Manteiga Outeiro |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2022 to 28/02/2026 |
Desarrollo de una tecnología de IA para la autenticación de usuarios basada en el comportamiento
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Francisco Javier Nóvoa Manuel (IP1) / José Carlos Dafonte Vázquez (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2022 to 29/09/2025 |
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 |
TALENTOS INCLUSIVOS-Jóvenes para una tecnología inclusiva: promoviendo soluciones tecnológicas con y para estudiantes de secundaria y personas con parálisis cerebral
| Funding entity | Fundación Española para la Ciencia y la Tecnología (FECYT) |
| Main researches | Javier Pereira Loureiro |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/07/2021 to 30/09/2022 |
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 31/05/2024 |
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 |
Jóvenes para una tecnología inclusiva: promoviendo soluciones tecnológicas con y para estudiantes de secundaria y personas con parálisis cerebral - JÓVENES TECH-IN
| Funding entity | Fundación Española para la Ciencia y la Tecnología (FECYT) |
| Main researches | Javier Pereira Loureiro |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/07/2020 to 30/06/2021 |
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 |
EXONET: Red española de exoplanetas
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Ignasi Ribas (ICE-CSIC) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/07/2018 to 30/06/2020 |
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 |
Minería de Datos de Gaia para estudiar la Vía Láctea
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | José Carlos Dafonte Vázquez / Minia Manteiga Outeiro |
| Type | Proyecto Programas Nacionales |
| Dates | From 30/12/2016 to 30/09/2019 |
Técnicas de inteligencia artificial para la explotación del catálogo de Gaia: análisis, validación y visualización
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Minia Manteiga Outeiro y José Carlos Dafonte Vázquez |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2015 to 31/12/2017 |
Red española de explotación científica de Gaia
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Xavier Luri Carrascoso - coordinador de la Red (UB) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2015 to 30/12/2017 |
Desarrollo de aplicaciones basadas en técnicas de inteligencia artificial para explotación de la misión Gaia (DAIA4)
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Minia Manteiga Outeiro / Carlos Dafonte |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2014 to 31/12/2015 |
AuzingL2. Autenticación de segundo nivel por comportamiento, mediante aprendizaje máquina y tecnologías de streaming de datos
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | D. Garabato, Álvaro Sarmiento Borrajo, Mario Casado Diez, David Soler, Angel Gómez García, Francisco J. Nóvoa, Carlos Dafonte |
| Application date | 08/07/2025 |
SOMIDS: Sistema de Detección de Intrusos basado en Mapas Auto-Organizados
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Francisco J. Nóvoa, José Carlos Dafonte Vázquez, Diego Fustes Villadóniga, M.A. Álvarez, D. Garabato |
| Application date | 18/11/2016 |
| Approval date | 07/04/2017 |
Discovery of a dormant 33 solar-mass black hole in pre-release Gaia astrometry
| Authors | P. Panuzzo, T. Mazeh, D. Garabato, M.A. Álvarez, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, G. Torralba Elipe, R. Carballo, A. Ulla |
| Journal | ASTRONOMY & ASTROPHYSICS Vol. 686 (pages 1 to 23) |
| DOI | https://doi.org/10.1051/0004-6361/202449763 |
Gaia Focused Product Release: A catalogue of sources around quasars to search for strongly lensed quasars
| Authors | A. Krone-Martins, C. Ducourant, D. Garabato, M.A. Álvarez, R. Carballo, Dafonte, C., A. Gómez, I. González-Santamaría, Minia Manteiga Outeiro, L. Pallas-Quintela, R. Santoveña, G. Torralba Elipe, A. Ulla |
| Journal | ASTRONOMY & ASTROPHYSICS Vol. 685 (pages 1 to 40) |
| DOI | https://doi.org/10.1051/0004-6361/202347273 |
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 J. Nóvoa, 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 spectra classification using self-organizing maps models
XVI Reunión Científica de la Sociedad Española de Astronomía
National
| Authors | L. Pallas-Quintela, D. Garabato, Carlos Dafonte, Minia Manteiga Outeiro, X. Pérez-Couto, M.A. Álvarez |
| Organization | Sociedad Española de Astronomía (SEA) |
| Place | Granada (España) |
Gaia's XP spectra reddening removal using machine learning techniques
XVI Reunión Científica de la Sociedad Española de Astronomía
National
| Authors | L. Pallas-Quintela, Á. Regueiro, Carlos Dafonte, Minia Manteiga Outeiro, R. Santoveña, D. Garabato |
| Organization | Sociedad Española de Astronomía (SEA) |
| Place | Granada (España) |
Gaia BP/RP spectra classification through Self-Organizing Maps
SPAICE Conference 2024, IAA Conference on AI in and for Space
International
| Authors | L. Pallas-Quintela, D. Garabato, Dafonte, C., Minia Manteiga Outeiro |
| Organization | Agencia Espacial Europea/European Space Agency (ESA) |
| Place | Harwell (Reino Unido) |
| DOI | https://doi.org/10.5281/zenodo.13885639 |
Removing Reddening to Enhance Gaia`s XP Spectra Clustering
VII Congreso XoveTIC 2024
International
| Authors | L. Pallas-Quintela, Á. Regueiro, Carlos Dafonte, Minia Manteiga Outeiro, R. Santoveña, D. Garabato |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.17979/spudc.9788497498913.19 |
SOM maps for outlier classification in Gaia
Astroinformatics 2023
International
| Authors | L. Pallas-Quintela, D. Garabato, Dafonte, C., Minia Manteiga Outeiro, M.A. Álvarez |
| Organization | Società Astronomica Italiana |
| Place | Nápoles (Italia) |
| DOI | https://doi.org/10.36116/videomem_4.2023.12 |
Hardening of a continuous behavior-based authentication distributed system
VI Congreso XoveTIC 2023
National
| Authors | Julián González Muñoz, Mario Casado Diez, D. Garabato, Francisco J. Nóvoa, Dafonte, C. |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.17979/spudc.000024.31 |
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 J. Nóvoa, 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 J. Nóvoa, 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 J. Nóvoa, 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 J. Nóvoa, 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) |
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