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Fernando E. Casado
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2020 – today
- 2024
- [i4]Fernando E. Casado:
Towards Privacy-Aware and Personalised Assistive Robots: A User-Centred Approach. CoRR abs/2405.14528 (2024) - 2023
- [j7]Fernando E. Casado
, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro:
Ensemble and continual federated learning for classification tasks. Mach. Learn. 112(9): 3413-3453 (2023) - 2022
- [j6]Marcos F. Criado
, Fernando E. Casado
, Roberto Iglesias, Carlos Vázquez Regueiro
, Senén Barro:
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead. Inf. Fusion 88: 263-280 (2022) - [j5]Fernando E. Casado
, Dylan Lema, Marcos F. Criado, Roberto Iglesias, Carlos Vázquez Regueiro
, Senén Barro:
Concept drift detection and adaptation for federated and continual learning. Multim. Tools Appl. 81(3): 3397-3419 (2022) - [c6]Fernando E. Casado
, Yiannis Demiris
:
Federated Learning from Demonstration for Active Assistance to Smart Wheelchair Users. IROS 2022: 9326-9331 - 2021
- [i3]Fernando E. Casado, Dylan Lema, Marcos F. Criado, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro:
Concept drift detection and adaptation for federated and continual learning. CoRR abs/2105.13309 (2021) - [i2]Marcos F. Criado, Fernando E. Casado, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro:
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead. CoRR abs/2111.13394 (2021) - 2020
- [j4]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
:
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications. Neurocomputing 410: 237-270 (2020) - [j3]Fernando E. Casado
, Germán Rodríguez
, Roberto Iglesias
, Carlos Vázquez Regueiro
, Senén Barro
, Adrián Canedo-Rodriguez
:
Walking Recognition in Mobile Devices. Sensors 20(4): 1189 (2020) - [c5]Fernando E. Casado, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro
, Senén Barro:
Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings. WAF 2020: 79-93 - [i1]Fernando E. Casado
, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro, Senén Barro:
Collaborative and continual learning for classification tasks in a society of devices. CoRR abs/2006.07129 (2020)
2010 – 2019
- 2019
- [j2]Eric López-López
, Xosé M. Pardo, Carlos Vázquez Regueiro
, Roberto Iglesias, Fernando E. Casado
:
Dataset bias exposed in face verification. IET Biom. 8(4): 249-258 (2019) - [c4]Fernando E. Casado
, Adrián Nieto, Roberto Iglesias
, Carlos Vázquez Regueiro
, Senén Barro
:
Robust Heading Estimation in Mobile Phones. IWINAC (2) 2019: 180-190 - [c3]Fernando E. Casado
, Dylan Lema, Roberto Iglesias, Carlos Vázquez Regueiro
, Senén Barro:
Learning from the Individuals and the Crowd in Robotics and Mobile Devices. ROBOT (2) 2019: 632-643 - 2018
- [j1]Germán Rodríguez
, Fernando E. Casado
, Roberto Iglesias
, Carlos Vázquez Regueiro
, Adrián Nieto:
Robust Step Counting for Inertial Navigation with Mobile Phones. Sensors 18(9): 3157 (2018) - 2017
- [c2]Fernando E. Casado
, Carlos Vázquez Regueiro
, Roberto Iglesias
, Xosé M. Pardo
, Eric López:
Automatic Selection of User Samples for a Non-collaborative Face Verification System. ROBOT (1) 2017: 555-566 - [c1]Jacobo Lopez-Fernandez, Roberto Iglesias
, Carlos Vázquez Regueiro
, Fernando E. Casado
:
Inertial Navigation with Mobile Devices: A Robust Step Count Model. ROBOT (1) 2017: 666-678
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