Víctor Rodríguez-Fernández

Orcid: 0000-0002-8589-6621

According to our database1, Víctor Rodríguez-Fernández authored at least 42 papers between 2015 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

On csauthors.net:

Bibliography

2025
On the Integration of Large-Scale Time Series Distance Matrices Into Deep Visual Analytic Tools.
Cogn. Comput., February, 2025

Fine-Tuned Language Models as Space Systems Controllers.
CoRR, January, 2025

Visual Language Models as Operator Agents in the Space Domain.
CoRR, January, 2025

2024
Recent trends and advances in machine learning challenges and applications for industry 4.0.
Expert Syst. J. Knowl. Eng., February, 2024

DreamSat: Towards a General 3D Model for Novel View Synthesis of Space Objects.
CoRR, 2024

Fine-tuning LLMs for Autonomous Spacecraft Control: A Case Study Using Kerbal Space Program.
CoRR, 2024

Exploring Scalability in Large-Scale Time Series in DeepVATS framework.
CoRR, 2024

Generative Design of Periodic Orbits in the Restricted Three-Body Problem.
CoRR, 2024

Enhancing Solar Driver Forecasting with Multivariate Transformers.
CoRR, 2024

Language Models are Spacecraft Operators.
CoRR, 2024

Towards a Machine Learning-Based Approach to Predict Space Object Density Distributions.
CoRR, 2024

Robust Classification with Belief Functions and Deep Learning Applied to STM.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023
DeepVATS: Deep Visual Analytics for Time Series.
Knowl. Based Syst., October, 2023

Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management.
CoRR, 2023

Transformer-based Atmospheric Density Forecasting.
CoRR, 2023

2022
Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
Conformance Checking for Time-Series-Aware Processes.
IEEE Trans. Ind. Informatics, 2021

An Implementation of the "Guess Who?" Game Using CLIP.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

2020
Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter.
Inf. Process. Manag., 2020

A revision on multi-criteria decision making methods for multi-UAV mission planning support.
Expert Syst. Appl., 2020

Special issue on "Machine Learning Challenges and Applications for Industry 4.0".
Expert Syst. J. Knowl. Eng., 2020

Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Fake News Detection Using Time Series and User Features Classification.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
Extensions of Hidden Markov Models for supporting instructors in the analysis of training operations in an Unmanned Aircraft System.
Proceedings of the First International Conference on Societal Automation, 2019

BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization.
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), 2019

2018
Automatic Procedure Following Evaluation Using Petri Net-Based Workflows.
IEEE Trans. Ind. Informatics, 2018

CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains.
Eng. Appl. Artif. Intell., 2018

2017
A study on performance metrics and clustering methods for analyzing behavior in UAV operations.
J. Intell. Fuzzy Syst., 2017

Analysing temporal performance profiles of UAV operators using time series clustering.
Expert Syst. Appl., 2017

Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models.
IEEE Comput. Intell. Mag., 2017

Procedural generation of balanced levels for a 3D paintball game.
Proceedings of the 4th Congreso de la Sociedad Española para las Ciencias del Videojuego, 2017

New Artificial Intelligence approaches for future UAV Ground Control Stations.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Automatic profile generation for UAV operators using a simulation-based training environment.
Prog. Artif. Intell., 2016

Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Desarrollo de una Plataforma Basada en Unity3D para la Aplicación de IA en Videojuegos.
Proceedings of the 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego, 2016

A method for building predictive HSMMs in interactive environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

User Profile Analysis for UAV Operators in a Simulation Environment.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Design and development of a lightweight multi-UAV simulator.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game.
Proceedings of the Proceedings 2st Congreso de la Sociedad Española para las Ciencias del Videojuego, 2015

A multi-UAV Mission Planning videogame-based framework for player analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment.
Proceedings of the Advances in Artificial Intelligence, 2015


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