Publicaciones en colaboración con investigadoras/es de Tecnalia (37)

2023

  1. Convolutional Neural Networks for Structured Industrial Data

    Lecture Notes in Networks and Systems

  2. HUMANISE: Human-Inspired Smart Management, towards a Healthy and Safe Industrial Collaborative Robotics

    Sensors, Vol. 23, Núm. 3

  3. Solución robotizada para apertura de puertas en instalaciones contenidas o de alto riesgo biológico

    Revista DYNA, Vol. 98, Núm. 5, pp. 487-491

2021

  1. A real application of an autonomous industrial mobile manipulator within industrial context

    Electronics (Switzerland), Vol. 10, Núm. 11

  2. Adaptive Dendritic Cell-Deep Learning Approach for Industrial Prognosis under Changing Conditions

    IEEE Transactions on Industrial Informatics, Vol. 17, Núm. 11, pp. 7760-7770

  3. Enhancing VTOL Multirotor Performance with a Passive Rotor Tilting Mechanism

    IEEE Access, Vol. 9, pp. 64368-64380

2020

  1. Evolutionary LSTM-FCN networks for pattern classification in industrial processes

    Swarm and Evolutionary Computation, Vol. 54

  2. Modeling and control of an overactuated aerial vehicle with four tiltable quadrotors attached by means of passive universal joints

    2020 International Conference on Unmanned Aircraft Systems, ICUAS 2020

  3. Predictive maintenance on the machining process and machine tool

    Applied Sciences (Switzerland), Vol. 10, Núm. 1

2019

  1. Data fusion and machine learning for industrial prognosis: Trends and perspectives towards Industry 4.0

    Information Fusion, Vol. 50, pp. 92-111

  2. Deep evolutionary modeling of condition monitoring data in marine propulsion systems

    Soft Computing, Vol. 23, Núm. 20, pp. 9937-9953

  3. Innovative mobile manipulator solution for modern flexible manufacturing processes

    Sensors (Switzerland), Vol. 19, Núm. 24

  4. On-line Elastic Similarity Measures for time series

    Pattern Recognition, Vol. 88, pp. 506-517

  5. Quantile regression forests-based modeling and environmental indicators for decision support in broiler farming

    Computers and Electronics in Agriculture, Vol. 161, pp. 141-150

2018

  1. A statistical data-based approach to instability detection and wear prediction in radial turning processes

    Eksploatacja i Niezawodnosc, Vol. 20, Núm. 3, pp. 405-412

  2. Adversarial sample crafting for time series classification with elastic similarity measures

    Studies in Computational Intelligence (Springer Verlag), pp. 26-39

  3. Feature extraction-based prediction of tool wear of Inconel 718 in face turning

    Insight: Non-Destructive Testing and Condition Monitoring, Vol. 60, Núm. 8, pp. 443-450

  4. Instability detection on a radial turning process for superalloys

    Advances in Intelligent Systems and Computing

  5. Kernel-based support vector machines for automated health status assessment in monitoring sensor data

    International Journal of Advanced Manufacturing Technology, Vol. 95, Núm. 1-4, pp. 327-340

  6. Time series forecasting in turning processes using ARIMA model

    Studies in Computational Intelligence (Springer Verlag), pp. 157-166