Fernando E. Casado

According to our database, Fernando E. Casado authored at least 14 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Ensemble and continual federated learning for classification tasks.

Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

Mach. Learn., September, 2023

2022

Concept drift detection and adaptation for federated and continual learning.

Fernando E. Casado, Dylan Lema, Marcos F. Criado, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

Multim. Tools Appl., 2022

Non-IID data and Continual Learning processes in Federated Learning: A long road ahead.

Marcos F. Criado, Fernando E. Casado, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

Inf. Fusion, 2022

Federated Learning from Demonstration for Active Assistance to Smart Wheelchair Users.

Fernando E. Casado, Yiannis Demiris

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

2020

Walking Recognition in Mobile Devices.

Fernando E. Casado, Germán Rodríguez, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro, Adrián Canedo-Rodriguez

Sensors, 2020

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications.

Juan Manuel Górriz, Javier Ramírez, Andrés Ortiz, Francisco Jesús Martínez-Murcia, Fermín Segovia, John Suckling, Matthew Leming, Yu-Dong Zhang, José Ramón Álvarez Sánchez, Guido Bologna, María Paula Bonomini, Fernando E. Casado, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernández-Caballero, José Manuel Ferrández

Neurocomputing, 2020

Collaborative and continual learning for classification tasks in a society of devices.

Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

CoRR, 2020

Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings.

Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

Proceedings of the Advances in Physical Agents II, 2020

2019

Dataset bias exposed in face verification.

Eric López-López, Xosé M. Pardo, Carlos Vázquez Regueiro, Roberto Iglesias, Fernando E. Casado

IET Biom., 2019

Learning from the Individuals and the Crowd in Robotics and Mobile Devices.

Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

Proceedings of the Robot 2019: Fourth Iberian Robotics Conference, 2019

Robust Heading Estimation in Mobile Phones.

Fernando E. Casado, Adrián Nieto, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro

Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

2018

Robust Step Counting for Inertial Navigation with Mobile Phones.

Germán Rodríguez, Fernando E. Casado, Roberto Iglesias, Carlos Vázquez Regueiro, Adrián Nieto

Sensors, 2018

2017

Inertial Navigation with Mobile Devices: A Robust Step Count Model.

Jacobo Lopez-Fernandez, Roberto Iglesias, Carlos Vázquez Regueiro, Fernando E. Casado

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Automatic Selection of User Samples for a Non-collaborative Face Verification System.

Fernando E. Casado, Carlos Vázquez Regueiro, Roberto Iglesias, Xosé M. Pardo, Eric López

Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017