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Víctor Rodríguez-Fernández
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2020 – today
- 2024
- [j12]Víctor Rodríguez-Fernández, David Camacho:
Recent trends and advances in machine learning challenges and applications for industry 4.0. Expert Syst. J. Knowl. Eng. 41(2) (2024) - [c18]Luis Sánchez, Víctor Rodríguez-Fernández, Massimiliano Vasile:
Robust Classification with Belief Functions and Deep Learning Applied to STM. CEC 2024: 1-8 - [i6]Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, David Camacho:
A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support. CoRR abs/2402.18743 (2024) - [i5]Alvaro Francisco Gil, Walther Litteri, Víctor Rodríguez-Fernández, David Camacho, Massimiliano Vasile:
Generative Design of Periodic Orbits in the Restricted Three-Body Problem. CoRR abs/2408.03691 (2024) - [i4]Inmaculada Santamaria-Valenzuela, Víctor Rodríguez-Fernández, David Camacho:
Exploring Scalability in Large-Scale Time Series in DeepVATS framework. CoRR abs/2408.04692 (2024) - 2023
- [j11]Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho:
DeepVATS: Deep Visual Analytics for Time Series. Knowl. Based Syst. 277: 110793 (2023) - [i3]Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho:
DeepVATS: Deep Visual Analytics for Time Series. CoRR abs/2302.03858 (2023) - [i2]Emma Stevenson, Víctor Rodríguez-Fernández, Hodei Urrutxua, Vincent Morand, David Camacho:
Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management. CoRR abs/2312.06854 (2023) - 2022
- [c17]Emma Stevenson, Riansares Martinez, Víctor Rodríguez-Fernández, David Camacho:
Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning. CEC 2022: 1-8 - 2021
- [j10]Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho:
Conformance Checking for Time-Series-Aware Processes. IEEE Trans. Ind. Informatics 17(2): 871-881 (2021) - [c16]Arnau Martí-Sarri, Víctor Rodríguez-Fernández:
An Implementation of the "Guess Who?" Game Using CLIP. IDEAL 2021: 415-425 - [i1]Arnau Martí-Sarri, Víctor Rodríguez-Fernández:
An implementation of the "Guess who?" game using CLIP. CoRR abs/2112.00599 (2021) - 2020
- [j9]Víctor Rodríguez-Fernández, David Camacho:
Special issue on "Machine Learning Challenges and Applications for Industry 4.0". Expert Syst. J. Knowl. Eng. 37(4) (2020) - [j8]Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, David Camacho:
A revision on multi-criteria decision making methods for multi-UAV mission planning support. Expert Syst. Appl. 160: 113708 (2020) - [j7]Gema Bello Orgaz, Rus M. Mesas, Carmen Zarco, Víctor Rodríguez-Fernández, Oscar Cordón, David Camacho:
Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter. Inf. Process. Manag. 57(5): 102220 (2020) - [c15]Maria Laura Previti, Víctor Rodríguez-Fernández, David Camacho, Vincenza Carchiolo, Michele Malgeri:
Fake News Detection Using Time Series and User Features Classification. EvoApplications 2020: 339-353 - [c14]Alberto Mateos Rama, Víctor Rodríguez-Fernández, David Camacho:
Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models. EvoApplications 2020: 419-430
2010 – 2019
- 2019
- [c13]Krzysztof Kutt, Dominika Drazyk, Pawel Jemiolo, Szymon Bobek, Barbara Gizycka, Víctor Rodríguez-Fernández, Grzegorz J. Nalepa:
BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. AfCAI 2019 - [c12]Víctor Rodríguez-Fernández:
Extensions of Hidden Markov Models for supporting instructors in the analysis of training operations in an Unmanned Aircraft System. SA 2019: 1-7 - 2018
- [j6]Alejandro Martín, Víctor Rodríguez-Fernández, David Camacho:
CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains. Eng. Appl. Artif. Intell. 74: 121-133 (2018) - [j5]Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho:
Automatic Procedure Following Evaluation Using Petri Net-Based Workflows. IEEE Trans. Ind. Informatics 14(6): 2748-2759 (2018) - 2017
- [j4]Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho:
Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models. IEEE Comput. Intell. Mag. 12(4): 28-37 (2017) - [j3]Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
Analysing temporal performance profiles of UAV operators using time series clustering. Expert Syst. Appl. 70: 103-118 (2017) - [j2]Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
A study on performance metrics and clustering methods for analyzing behavior in UAV operations. J. Intell. Fuzzy Syst. 32(2): 1307-1319 (2017) - [c11]Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho:
New Artificial Intelligence approaches for future UAV Ground Control Stations. CEC 2017: 2775-2782 - [c10]Raúl Lara-Cabrera, Víctor Rodríguez-Fernández, Javier Paz-Sedano, David Camacho:
Procedural generation of balanced levels for a 3D paintball game. CoSECivi 2017: 43-55 - 2016
- [j1]Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
Automatic profile generation for UAV operators using a simulation-based training environment. Prog. Artif. Intell. 5(1): 37-46 (2016) - [c9]Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho:
A method for building predictive HSMMs in interactive environments. CEC 2016: 3146-3153 - [c8]Óscar Manuel Losada Suárez, Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho:
Desarrollo de una Plataforma Basada en Unity3D para la Aplicación de IA en Videojuegos. CoSECivi 2016: 135-146 - [c7]Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho:
Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models. SSCI 2016: 1-8 - 2015
- [c6]Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment. CAEPIA 2015: 255-264 - [c5]Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho:
A multi-UAV Mission Planning videogame-based framework for player analysis. CEC 2015: 1490-1497 - [c4]Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho:
A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game. CoSECivi 2015: 180-185 - [c3]Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
Design and development of a lightweight multi-UAV simulator. CYBCONF 2015: 255-260 - [c2]Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho:
User Profile Analysis for UAV Operators in a Simulation Environment. ICCCI (1) 2015: 338-347 - [c1]Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho:
Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment. IDEAL 2015: 441-448
Coauthor Index
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