Víctor Rodríguez-Fernández

Cogn. Comput., February, 2025

Fine-Tuned Language Models as Space Systems Controllers.

[BibT_eX]

[DOI]

CoRR, January, 2025

Visual Language Models as Operator Agents in the Space Domain.

[BibT_eX]

[DOI]

CoRR, January, 2025

2024

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

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., February, 2024

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

[BibT_eX]

[DOI]

Hodei Urrutxua

CoRR, 2024

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

[BibT_eX]

[DOI]

Alejandro Carrasco

Inmaculada Santamaria-Valenzuela

CoRR, 2024

Exploring Scalability in Large-Scale Time Series in DeepVATS framework.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Alvaro Francisco Gil

Walther Litteri

Massimiliano Vasile

CoRR, 2024

Enhancing Solar Driver Forecasting with Multivariate Transformers.

[BibT_eX]

[DOI]

Sergio Sanchez-Hurtado

Julia Briden

Peng Mun Siew

CoRR, 2024

Language Models are Spacecraft Operators.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

Robust Classification with Belief Functions and Deep Learning Applied to STM.

[BibT_eX]

[DOI]

Luis Sánchez

Massimiliano Vasile

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

2023

DeepVATS: Deep Visual Analytics for Time Series.

[BibT_eX]

[DOI]

Knowl. Based Syst., October, 2023

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

[BibT_eX]

[DOI]

Emma Stevenson

Hodei Urrutxua

Vincent Morand

CoRR, 2023

Transformer-based Atmospheric Density Forecasting.

[BibT_eX]

[DOI]

Julia Briden

Peng Mun Siew

CoRR, 2023

2022

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

[BibT_eX]

[DOI]

Emma Stevenson

Riansares Martinez

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Conformance Checking for Time-Series-Aware Processes.

[BibT_eX]

[DOI]

Agnieszka Trzcionkowska

Edyta Brzychczy

Grzegorz J. Nalepa

IEEE Trans. Ind. Informatics, 2021

An Implementation of the "Guess Who?" Game Using CLIP.

[BibT_eX]

[DOI]

Arnau Martí-Sarri

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.

[BibT_eX]

[DOI]

Gema Bello Orgaz

Rus M. Mesas

Carmen Zarco

Oscar Cordón

Inf. Process. Manag., 2020

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

[BibT_eX]

[DOI]

Expert Syst. Appl., 2020

Special issue on "Machine Learning Challenges and Applications for Industry 4.0".

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2020

Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models.

[BibT_eX]

[DOI]

Alberto Mateos Rama

Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Fake News Detection Using Time Series and User Features Classification.

[BibT_eX]

[DOI]

Maria Laura Previti

Vincenza Carchiolo

Michele Malgeri

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.

[BibT_eX]

[DOI]

Proceedings of the First International Conference on Societal Automation, 2019

BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization.

[BibT_eX]

[DOI]

Grzegorz J. Nalepa

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.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2018

CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains.

[BibT_eX]

[DOI]

Alejandro Martín

Eng. Appl. Artif. Intell., 2018

2017

A study on performance metrics and clustering methods for analyzing behavior in UAV operations.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2017

Analysing temporal performance profiles of UAV operators using time series clustering.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models.

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2017

Procedural generation of balanced levels for a 3D paintball game.

[BibT_eX]

[DOI]

Raúl Lara-Cabrera

Javier Paz-Sedano

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016

Automatic profile generation for UAV operators using a simulation-based training environment.

[BibT_eX]

[DOI]

Prog. Artif. Intell., 2016

Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models.

[BibT_eX]

[DOI]

Óscar Manuel Losada Suárez

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.

[BibT_eX]

[DOI]

Proceedings of the 3rd Congreso de la Sociedad Española para las Ciencias del Videojuego, 2016

A method for building predictive HSMMs in interactive environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2015, 2015

User Profile Analysis for UAV Operators in a Simulation Environment.

[BibT_eX]

[DOI]

Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Design and development of a lightweight multi-UAV simulator.

[BibT_eX]

[DOI]

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment.

[BibT_eX]

[DOI]