Publicacións (92)

2022

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

    Information Fusion

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

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

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

    Advances in Intelligent Systems and Computing

  2. Walking recognition in mobile devices

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

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

    Neurocomputing, Vol. 410, pp. 237-270

2019

  1. Robust Heading Estimation in Mobile Phones

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

  2. Robust and Fast Scene Recognition in Robotics Through the Automatic Identification of Meaningful Images

    Sensors (Basel, Switzerland), Vol. 19, Núm. 18

  3. Indoor Positioning and Guiding for Drivers

    IEEE Sensors Journal, Vol. 19, Núm. 14, pp. 5923-5935

  4. Directed Exploration in Black-Box Optimization for Multi-Objective Reinforcement Learning

    International Journal of Information Technology and Decision Making, Vol. 18, Núm. 3, pp. 1045-1082

  5. Dataset bias exposed in face verification

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

2018

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

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

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

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

  3. Robust step counting for inertial navigation with mobile phones

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

  4. Organic cattle products: Authenticating production origin by analysis of serum mineral content

    Food Chemistry, Vol. 264, pp. 210-217

2017

  1. Robust step detection in mobile phones through a learning process carried out in the mobile

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

  2. Incremental reinforcement learning for multi-objective robotic tasks

    Knowledge and Information Systems, Vol. 51, Núm. 3, pp. 911-940

2016

  1. Integration of 3-D perception and autonomous computation on a nao humanoid robot

    Advances in Intelligent Systems and Computing

  2. Development of a Nao humanoid robot able to play Tic-Tac-Toe game on a tactile tablet

    Advances in Intelligent Systems and Computing

  3. Application of systems identification to the implementation of motion camouflage in mobile robots

    Autonomous Robots, Vol. 40, Núm. 2, pp. 229-244