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Rodriguez Fernandez, Victor victor.rfernandez@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

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

  • Rodriguez-Fernandez, V
  • Camacho, D

Expert Systems - 1/2/2024

10.1111/exsy.13506 View at source

  • ISSN 14680394

DeepVATS: Deep Visual Analytics for Time Series

  • Rodriguez-Fernandez, V
  • Montalvo-Garcia, D
  • Piccialli, F
  • Nalepa, GJ
  • Camacho, D

Knowledge-Based Systems - 9/10/2023

10.1016/j.knosys.2023.110793 View at source

  • ISSN 09507051

Benchmarking deep learning approaches for all-vs-all conjunction screening

  • Stevenson, E
  • Rodriguez-Fernandez, V
  • Urrutxua, H
  • Camacho, D

Advances In Space Research (p. 2660-2675) - 1/1/2023

10.1016/j.asr.2023.01.036 View at source

  • ISSN 02731177

Classification of regular and chaotic motions in Hamiltonian systems with deep learning

  • Celletti A
  • Gales C
  • Rodriguez-Fernandez V
  • Vasile M

Scientific Reports - 1/12/2022

10.1038/s41598-022-05696-9 View at source

  • ISSN 20452322

A deep learning approach to solar radio flux forecasting

  • Stevenson, Emma
  • Rodriguez-Fernandez, Victor
  • Minisci, Edmondo
  • Camacho, David;

Acta Astronautica (p. 595-606) - 1/1/2022

10.1016/j.actaastro.2021.08.004 View at source

  • ISSN 00945765

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

  • Absil, Carlos Ortega
  • Serra, Romain
  • Martinez, Ivan Sumelzo
  • Charpigny, Noe
  • Labroquere, Jeremie
  • Morales, Victor Munoz
  • Olympio, Joris
  • Rodriguez-Fernandez, Victor;
... View more Collapse

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

10.1016/j.actaastro.2022.08.028 View at source

  • ISSN 00945765

Conformance Checking for Time-Series-Aware Processes

  • Rodriguez-Fernandez V
  • Trzcionkowska A
  • Gonzalez-Pardo A
  • Brzychczy E
  • Nalepa GJ
  • Camacho D

Ieee Transactions On Industrial Informatics (p. 871-881) - 1/1/2021

10.1109/tii.2020.2977126 View at source

  • ISSN 15513203
Open Access

Deep-Sync: A novel deep learning-based tool for semantic-aware subtitling synchronisation

  • Martín, Alejandro
  • Gonzalez Carrasco, Israel
  • Rodriguez Fernandez, Victor
  • Souto Rico, Monica Maria
  • Camacho, David
  • Ruiz Mezcua, Maria Belen

Neural Computing & Applications (p. 1-15) - 1/1/2021

10.1007/s00521-021-05751-y View at source

  • EISSN 1433-3058
  • ISSN 0941-0643

Marketing analysis of wineries using social collective behavior from users’ temporal activity on Twitter

  • Bello-Orgaz G., Mesas R.M., Zarco C., Rodriguez V., Cordón O., Camacho D.

Information Processing & Management - 1/9/2020

10.1016/j.ipm.2020.102220 View at source

  • ISSN 03064573

A revision on multi-criteria decision making methods for multi-UAV mission planning support

  • Ramirez-Atencia C., Rodriguez-Fernandez V., Camacho D.

Expert Systems With Applications - 1/12/2020

10.1016/j.eswa.2020.113708 View at source

  • ISSN 09574174

This researcher has no books.

This researcher has no book chapters.

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

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

  • Rodríguez Fernández, Víctor

8/1/2022

  • iMarina

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

Estrategias para la difusión y evaluación positiva de la investigación científica

  • Rodríguez Fernández, Víctor

18/11/2021

  • 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

Workshop on research-article writing

  • Rodríguez Fernández, Víctor

22/1/2021

  • iMarina

Introduction to version control and collaborative work with Github

  • Rodríguez Fernández, Víctor

21/1/2021

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

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

Nuevos Modelos de Cómputo Bioinspirado para Entornos Masivamente Complejos

  • Rodríguez Fernández, Víctor (Miembro del equipo de trabajo)
  • Martín García, Alejandro (Miembro del equipo de trabajo)
  • RAMIREZ ATENCIA, CRISTIAN OLIVER (Miembro del equipo de trabajo)
  • PANIZO LLEDOT, ANGEL (Miembro del equipo de trabajo)
  • LARA CABRERA, RAUL (Miembro del equipo de trabajo)
  • Bello Orgaz, Gema (Miembro del equipo de trabajo)
  • Camacho Fernandez, David (Investigador principal (IP))
... View more Collapse

Period: 01-01-2018 - 30-09-2021

Type of funding: National

Amount of funding: 47432,00 Euros.

  • iMarina

Saving the dream of a grassroots sport based on values (SAVE IT).

  • David Camacho Fernández
  • Ignacio Álvarez (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: 01-01-2017 - 31-12-2018

  • iMarina

Tracking tool based on social media for risk assessment on radicalisation (RiskTrack).

  • David Camacho (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: 01-10-2016 - 31-12-2018

  • iMarina

Bioinspired Algorithms in Complex Ephemeral Environments (EphemeCH).

  • David Camacho Fernández
  • Carlos Cotta (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: 15-05-2015 - 31-12-2018

  • iMarina

Ciberseguridad: datos, información, riesgos (CIBERDINE).

  • David Camacho Fernández
  • Arturo Ribargorda Garnacho (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: 01-10-2014 - 30-09-2017

  • iMarina

Situational Awareness Virtual EnviRonment. Communication and Interaction with UAS Open Innovation Project (SAVIER).

  • José Insenser Nieto
  • David Camacho Fernández (Investigador principal (IP))
  • Rodríguez Fernández, Víctor (Investigador/a)

Period: From 01-10-2013

  • 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: 4/9/24 12:50 AM