Publications (27) Publications in which a researcher has participated

2022

  1. A Machine Learning Model for Predicting Sit-to-Stand Trajectories of People with and without Stroke: Towards Adaptive Robotic Assistance

    Sensors, Vol. 22, Núm. 13

  2. A Novel Model for Vulnerability Analysis through Enhanced Directed Graphs and Quantitative Metrics

    Sensors, Vol. 22, Núm. 6

  3. A data-driven long-term metocean data forecasting approach for the design of marine renewable energy systems

    Renewable and Sustainable Energy Reviews, Vol. 167

  4. A practical and synchronized data acquisition network architecture for industrial robot predictive maintenance in manufacturing assembly lines

    Robotics and Computer-Integrated Manufacturing, Vol. 74

  5. Context-awareness for the design of Smart-product service systems: Literature review

    Computers in Industry, Vol. 142

  6. Context-informed conditional anomaly detection approach for wave power plants: The case of air turbines

    Ocean Engineering, Vol. 253

  7. Deep learning models for predictive maintenance: a survey, comparison, challenges and prospects

    Applied Intelligence, Vol. 52, Núm. 10, pp. 10934-10964

  8. Digital safety manager: servivio loT para asegurar el buen comportamiento de las máquinas y controles en la fábrica

    Revista DYNA, Vol. 97, Núm. 1, pp. 18-22

  9. Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data

    Revista de Psiquiatria y Salud Mental, Vol. 15, Núm. 3, pp. 167-175

  10. Goal-Conditioned Reinforcement Learning within a Human-Robot Disassembly Environment

    Applied Sciences (Switzerland), Vol. 12, Núm. 22

  11. How-to conduct a systematic literature review: A quick guide for computer science research

    MethodsX, Vol. 9

  12. Implantación colectiva de la clase invertida en el grado de informática

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 231-238

  13. Implantación piloto de competencias ODS integradas en el método ABP

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 387-390

  14. Implementation of a holistic digital twin solution for design prototyping and virtual commissioning

    IET Collaborative Intelligent Manufacturing, Vol. 4, Núm. 4, pp. 326-335

  15. Improving waiting time and energy consumption performance of a bi-objective genetic algorithm embedded in an elevator group control system through passenger flow estimation

    Soft Computing, Vol. 26, Núm. 24, pp. 13673-13692

  16. Incorporation of Synthetic Data Generation Techniques within a Controlled Data Processing Workflow in the Health and Wellbeing Domain

    Electronics (Switzerland), Vol. 11, Núm. 5

  17. Machine learning-based test oracles for performance testing of cyber-physical systems: An industrial case study on elevators dispatching algorithms

    Journal of Software: Evolution and Process, Vol. 34, Núm. 11

  18. Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge

    International Journal of Computer Integrated Manufacturing, Vol. 35, Núm. 12, pp. 1310-1334

  19. Probabilistic forecasting informed failure prognostics framework for improved RUL prediction under uncertainty: A transformer case study

    Reliability Engineering and System Safety, Vol. 226

  20. Sensor signal selection for tool wear curve estimation and subsequent tool breakage prediction in a drilling operation

    International Journal of Computer Integrated Manufacturing, Vol. 35, Núm. 2, pp. 203-227