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Rodriguez Fernandez, Victor victor.rfernandez@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Generation of periodic orbits in the restricted three-body problem with a variational autoencoder

  • Litteri, Walther
  • Francisco Gil, Alvaro
  • Vasile, Massimiliano
  • Rodriguez-Fernandez, Victor
  • Camacho, David

CELESTIAL MECHANICS & DYNAMICAL ASTRONOMY - 4/6/2026

10.1007/s10569-026-10299-x View at source

  • ISSN 15729478

Decoding Latent Spaces: Assessing the Interpretability of Time Series Foundation Models for Visual Analytics

  • Santamaria-Valenzuela, Inmaculada
  • Rodriguez-Fernandez, Victor
  • Huertas-Tato, Javier
  • Park, Jong Hyuk
  • Camacho, David

International journal of interactive multimedia and artificial intelligence (p. 47-66) - 1/6/2026

10.9781/ijimai.2026.6558 View at source

  • ISSN 19891660

Graph neural networks trained on null signal for angle reconstruction in x-ray polarimetry

  • Latorre, Vittorio
  • Rodriguez-Fernandez, Victor
  • Di Marco, Alessandro
  • La Monaca, Fabio
  • Muleri, Fabio
  • Soffitta, Paolo

MACHINE LEARNING: SCIENCE AND TECHNOLOGY - 1/6/2026

10.1088/2632-2153/ae7d88 View at source

  • ISSN 26322153

Large language models as autonomous spacecraft operators in kerbal space program

  • Carrasco, A
  • Rodriguez-Fernandez, V
  • Linares, R

ADVANCES IN SPACE RESEARCH (p. 3480-3497) - 15/9/2025

10.1016/j.asr.2025.06.034 View at source

  • ISSN 02731177

AI Challenge for Satellite Pattern-of-Life Identification: Dataset, Design and Results

  • Siew, PM
  • Solera, HE
  • Lavezzi, G
  • Roberts, TG
  • Jang, D
  • Baldsiefen, D
  • Tran, B
  • Yeung, C
  • Johnson, K
  • Metzger, N
  • Porcher, F
  • Haik, I
  • Rodriguez-Fernandez, V
  • Folcik, Z
  • Price, J
  • How, JP
  • Linares, R
... View more Collapse

Journal Of The Astronautical Sciences - 4/8/2025

10.1007/s40295-025-00515-5 View at source

  • ISSN 00219142

On the Integration of Large-Scale Time Series Distance Matrices Into Deep Visual Analytic Tools

  • Santamaria-Valenzuela, Inmaculada
  • Rodriguez-Fernandez, Victor
  • Camacho, David

Cognitive Computation - 1/2/2025

10.1007/s12559-024-10394-x View at source

  • ISSN 18669956

Astrometric Data for Early Time Series Classification of Resident Space Objects

  • Lavezzi, G
  • Siew, PM
  • Wu, D
  • Ge, C
  • Folcik, Z
  • Fernandez, VR
  • Price, J
  • Linares, R
... View more Collapse

Journal Of Aerospace Information Systems (p. 948-962) - 1/11/2025

10.2514/1.i011608 View at source

  • ISSN 19403151

Recent trends and advances in machine learning challenges and applications for industry 4.0

  • Rodriguez-Fernandez, Victor
  • Camacho, David

Expert Systems - 1/2/2024

10.1111/exsy.13506 View at source

  • ISSN 14680394

DeepVATS: Deep Visual Analytics for Time Series

  • Rodriguez-Fernandez, Victor
  • Montalvo-Garcia, David
  • Piccialli, Francesco
  • Nalepa, Grzegorz J
  • Camacho, David

Knowledge-Based Systems - 9/10/2023

10.1016/j.knosys.2023.110793 View at source

  • ISSN 09507051

Design of impulsive asteroid flybys and scheduling of time-minimal optimal control arcs for the construction of a Dyson ring (GTOC 11)

  • Absil, CO
  • Serra, R
  • Martinez, IS
  • Charpigny, N
  • Labroquère, J
  • Morales, VM
  • Olympio, J
  • Rodriguez-Fernandez, V
... View more Collapse

Acta Astronautica (p. 94-110) - 1/1/2022

10.1016/j.actaastro.2022.08.028 View at source

  • ISSN 00945765

This researcher has no books.

This researcher has no book chapters.

Reinforcement Learning-Driven GNSS Observation Selection for Enhanced PPP Accuracy

  • Álvaro Tena
  • María Crespo
  • Adrián Chamorro
  • Alberto Díaz-Álvarez
  • Víctor Rodríguez-Fernández
  • Ana González

European Navigation Conference 2025 (p. 32-32) - 3/3/2026

10.3390/engproc2026126032 View at source

Exploring Scalability in Large-Scale Time Series in DeepVATS Framework

  • Santamaria-Valenzuela I
  • Rodriguez-Fernandez V
  • Camacho D

Lecture Notes In Networks And Systems (p. 244-255) - 1/1/2024

10.1007/978-3-031-74127-2_21 View at source

  • ISSN 23673370

Robust Classification with Belief Functions and Deep Learning Applied to STM

  • Sánchez L
  • Rodríguez-Fernández V
  • Vasile M

2024 Ieee Congress On Evolutionary Computation, Cec 2024 - Proceedings (p. 1-8) - 1/1/2024

10.1109/cec60901.2024.10612011 View at source

Towards a Machine Learning-Based Approach to Predict Space Object Density Distributions

  • Rodriguez-Fernandez, V
  • Sarangerel, S
  • Siew, PM
  • Machuca, P
  • Jang, D
  • Linares, R

Aiaa Scitech Forum And Exposition, 2024 - 1/1/2024

10.2514/6.2024-1673 View at source

Exploring Multiple Classification Systems for Online Time Series Anomaly Detection

  • Santamaria-Valenzuela I
  • Rodriguez-Fernandez V
  • Camacho D

2023 International Conference On Network, Multimedia And Information Technology, Nmitcon 2023 - 1/1/2023

10.1109/nmitcon58196.2023.10276028 View at source

Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning

  • Stevenson, E
  • Martinez, R
  • Rodriguez-Fernandez, V
  • Camacho, D

2022 Ieee Congress On Evolutionary Computation, Cec 2022 - Conference Proceedings - 1/1/2022

10.1109/cec55065.2022.9870215 View at source

An Assessment of Machine Learning Techniques for Orbital Conjunction Screening

  • Emma Stevenson, Victor Rodriguez-Fernandez, Hodei Urrutxua, Vincent Morand, David Camacho

13/9/2021

  • iMarina

Artificial Intelligence for All vs All Conjunction Screening

  • Emma Stevenson
  • Victor Rodriguez-Fernandez
  • Hodei Urrutxua
  • Vincent Morand
  • David Camacho Fernandez

8th European Conference On Space Debris - 20/4/2021

  • iMarina

Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management

  • Emma Stevenson, Víctor Rodríguez-Fernández, Hodei Urrutxua, Vincent Morand, David Camacho

19/10/2021

  • iMarina

DemocracIA: Inteligencia Artificial al alcance de todos

  • Rodríguez Fernández, Víctor (Autor o Coautor)

11/10/2021

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

AI-based Decision Making for onboard spacecraft proximity operations

  • , (Participante)
  • Rodríguez Fernández, Víctor (Investigador principal (IP))
  • ARNAIZ DEL POZO, CARLOS RAFAEL (Autor o Coautor)

Period: 01-01-2025 - 31-12-2026

Type of funding: Regional

Amount of funding: 0,00 Euros.

  • iMarina

OrbitGPT Generative Astrodynamics

  • Rodríguez Fernández, Víctor (Investigador principal (IP))

Period: 19-02-2024 - 19-02-2025

Type of funding: International

Amount of funding: 41629,00 Euros.

  • iMarina

Lucha contra los trastornos de la información en las redes sociales online

  • DELGADO SANZ, MARIA SOLEDAD (Participante)
  • Díaz Martínez, Miguel Ángel (Participante)
  • HUERTAS TATO, JAVIER (Participante)
  • Liz López, Helena (Miembro del equipo de trabajo)
  • Menéndez Ferreira, Raquel (Miembro del equipo de trabajo)
  • TORREGROSA LOPEZ, FRANCISCO JAVIER (Miembro del equipo de trabajo)
  • MIRALLES GONZALEZ, PABLO (Miembro del equipo de trabajo)
  • SANTAMARIA VALENZUELA, MARIA INMACULADA (Miembro del equipo de trabajo)
  • Rodríguez Fernández, Víctor (Miembro del equipo de trabajo)
  • PANIZO LLEDOT, ANGEL (Miembro del equipo de trabajo)
  • Martín García, Alejandro (Participante)
  • RAMIREZ ATENCIA, CRISTIAN OLIVER (Participante)
  • CAMACHO GOMEZ, CARLOS (Participante)
  • Bello Orgaz, Gema (Participante)
  • Camacho Fernandez, David (Investigador principal (IP))
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • ANGUERA DE SOJO HERNANDEZ, AUREA MARIA (Participante)
... View more Collapse

Period: 01-09-2021 - 31-08-2024

Type of funding: National

Amount of funding: 92444,00 Euros.

  • iMarina

Iberian Digital Media Research and Fact-Checking Hub (IBERIFIER)

  • Ramón Salaverría
  • David Camacho Fernández (Investigador principal (IP))
  • RAMIREZ ATENCIA, CRISTIAN OLIVER (Miembro de equipo)
  • Camacho Fernandez, David (Coordinador/a)
  • Martín García, Alejandro (Investigador/a)
  • HUERTAS TATO, JAVIER (Investigador/a)
  • PANIZO LLEDOT, ANGEL (Investigador/a)
  • Rodríguez Fernández, Víctor (Investigador/a)
  • ANGUERA DE SOJO HERNANDEZ, AUREA MARIA (Investigador/a)
  • D\'ANTONIO MACEIRAS, SERGIO ALEJANDRO (Investigador/a)
... View more Collapse

Period: 01-09-2021 - 29-02-2024

Amount of funding: 1470000,00 Euros.

  • iMarina

IA explicable para desinformación y detección de conspiración durante infodemias (XAI-DisInfodemics)

  • Martín García, Alejandro (Participante)
  • MIRALLES GONZALEZ, PABLO (Miembro del equipo de trabajo)
  • GIRON JIMENEZ, ADRIAN (Miembro del equipo de trabajo)
  • SANTAMARIA VALENZUELA, MARIA INMACULADA (Miembro del equipo de trabajo)
  • Liz López, Helena (Miembro del equipo de trabajo)
  • Rodríguez Fernández, Víctor (Miembro del equipo de trabajo)
  • PANIZO LLEDOT, ANGEL (Miembro del equipo de trabajo)
  • D\'ANTONIO MACEIRAS, SERGIO ALEJANDRO (Participante)
  • Dantonio Maceiras, Sergio (Participante)
  • Camacho Fernandez, David (Investigador principal (IP))
  • HUERTAS TATO, JAVIER (Participante)
  • ANGUERA DE SOJO HERNANDEZ, AUREA MARIA (Participante)
  • Bello Orgaz, Gema (Participante)
... View more Collapse

Period: 01-12-2021 - 30-11-2024

Type of funding: National

Amount of funding: 70611,00 Euros.

  • iMarina

Tracking disinformation in Online Social Networks through Deep Natural Language Processing

  • Martín García, Alejandro (Investigador principal (IP))
  • Camacho Fernandez, David (Participante)
  • PANIZO LLEDOT, ANGEL (Participante)
  • HUERTAS TATO, JAVIER (Participante)
  • TORREGROSA LOPEZ, FRANCISCO JAVIER (Participante)
  • Rodríguez Fernández, Víctor (Participante)

Period: 01-11-2021 - 31-12-2022

Type of funding: National

  • iMarina

Process-aware Analytics Support based on Conceptual Models for Event Logs (PACMEL)

  • Grzegorz Nalepa
  • Edyta Brzychczy
  • Diego Calvanese
  • Marco Montali
  • David Camacho
  • Antonioº Gonzalez Pardo (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)
... View more Collapse

Period: 01-02-2019 - 31-01-2021

  • iMarina

The Asteroid and Space Debris Network Reloaded

  • Rodríguez Fernández, Víctor (Participante)
  • Camacho Fernandez, David (Investigador principal (IP))
  • STEVENSON, EMMA CHARLOTTE (Becario/a)
  • LARA CABRERA, RAUL (Participante)
  • Bello Orgaz, Gema (Participante)

Period: 01-01-2019 - 30-06-2023

Type of funding: International

Amount of funding: 250904,88 Euros.

  • iMarina

Strengthening European Youngsters Resilience through Serious Games

  • Lopez Fernandez, Daniel (Participante)
  • Bello Orgaz, Gema (Participante)
  • Camacho Fernandez, David (Investigador principal (IP))
  • Menéndez Ferreira, Raquel (Participante)
  • Díaz Martínez, Miguel Ángel (Participante)
  • TORREGROSA LOPEZ, FRANCISCO JAVIER (Participante)
  • Rodríguez Fernández, Víctor (Participante)
  • Mayor Márquez, Jesús (Participante)
  • PANIZO LLEDOT, ANGEL (Participante)
... View more Collapse

Period: 01-01-2019 - 31-12-2021

Type of funding: International

Amount of funding: 131000,00 Euros.

  • iMarina

Desarrollo de una plataforma de gestión y seguimiento de TFGs

  • Antonio González Pardo (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: 01-10-2018 - 28-06-2019

Amount of funding: 2000,00 Euros.

  • iMarina

Large scale Time Series Visual Analytics combining Data Mining and Deep Learning

  • Rodríguez Fernández, Víctor (Director)
  • Camacho Fernandez, David (Director) Doctorando: SANTAMARIA VALENZUELA, MARIA INMACULADA

14/7/2025

  • iMarina

Enhancing orbital conjunction assessment with deep learning

  • URRUTXUA CEREIJO, HODEI (Director)
  • Rodríguez Fernández, Víctor (Director) Doctorando: Stevenson, Emma

1/10/2025

  • iMarina

Artificial Intelligence for Orbital Conjunction Assesment

  • Hodei Urrutxua Cereijo (Codirector)
  • Rodríguez Fernández, Víctor (Director) Doctorando: Emma Stevenson

1/4/2023

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/31/26 7:40 PM