Publications by the researcher in collaboration with Oscar Serradilla Casado (7)

2023

  1. Best Practice Data Sharing Guidelines for Wind Turbine Fault Detection Model Evaluation

    Energies, Vol. 16, Núm. 8

2022

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

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

  2. 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

2021

  1. Adaptable and explainable predictive maintenance: semi-supervised deep learning for anomaly detection and diagnosis in press machine data

    Applied Sciences (Switzerland), Vol. 11, Núm. 16

2020

  1. Interpreting remaining useful life estimations combining explainable artificial intelligence and domain knowledge in industrial machinery

    IEEE International Conference on Fuzzy Systems

  2. Transfer learning and feature fusion for kinship verification

    Neural Computing and Applications, Vol. 32, Núm. 11, pp. 7139-7151

2018

  1. A 2D/3D convolutional neural network for brain white matter lesion detection in multimodal MRI

    Advances in Intelligent Systems and Computing