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FERNANDO
ESTEVEZ CASADO
Investigador no período 2022-2023
Publicacións (13) Publicacións de FERNANDO ESTEVEZ CASADO
2023
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Ensemble and continual federated learning for classification tasks
Machine Learning, Vol. 112, Núm. 9, pp. 3413-3453
2022
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Concept drift detection and adaptation for federated and continual learning
Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3397-3419
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Federated Learning from Demonstration for Active Assistance to Smart Wheelchair Users
IEEE International Conference on Intelligent Robots and Systems
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Non-IID data and Continual Learning processes in Federated Learning: A long road ahead
Information Fusion
2021
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Concept Drift Detection and Adaptation for Robotics and Mobile Devices in Federated and Continual Settings
Advances in Intelligent Systems and Computing
2020
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Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
Neurocomputing, Vol. 410, pp. 237-270
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Learning from the Individuals and the Crowd in Robotics and Mobile Devices
Advances in Intelligent Systems and Computing
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Walking recognition in mobile devices
Sensors (Switzerland), Vol. 20, Núm. 4
2019
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Dataset bias exposed in face verification
IET Biometrics, Vol. 8, Núm. 4, pp. 249-258
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Robust Heading Estimation in Mobile Phones
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018
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Automatic selection of user samples for a non-collaborative face verification system
Advances in Intelligent Systems and Computing (Springer Verlag), pp. 555-566
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Inertial navigation with mobile devices: A robust step count model
Advances in Intelligent Systems and Computing (Springer Verlag), pp. 666-678
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Robust step counting for inertial navigation with mobile phones
Sensors (Switzerland), Vol. 18, Núm. 9