Publicacións (13) Publicacións de FERNANDO ESTEVEZ CASADO

2023

  1. Ensemble and continual federated learning for classification tasks

    Machine Learning, Vol. 112, Núm. 9, pp. 3413-3453

2022

  1. Concept drift detection and adaptation for federated and continual learning

    Multimedia Tools and Applications, Vol. 81, Núm. 3, pp. 3397-3419

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

    IEEE International Conference on Intelligent Robots and Systems

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

    Information Fusion

2021

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

    Advances in Intelligent Systems and Computing

2020

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

    Neurocomputing, Vol. 410, pp. 237-270

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

    Advances in Intelligent Systems and Computing

  3. Walking recognition in mobile devices

    Sensors (Switzerland), Vol. 20, Núm. 4

2019

  1. Dataset bias exposed in face verification

    IET Biometrics, Vol. 8, Núm. 4, pp. 249-258

  2. Robust Heading Estimation in Mobile Phones

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2018

  1. Automatic selection of user samples for a non-collaborative face verification system

    Advances in Intelligent Systems and Computing (Springer Verlag), pp. 555-566

  2. Inertial navigation with mobile devices: A robust step count model

    Advances in Intelligent Systems and Computing (Springer Verlag), pp. 666-678

  3. Robust step counting for inertial navigation with mobile phones

    Sensors (Switzerland), Vol. 18, Núm. 9