Publicaciones en colaboración con investigadores/as de Czech Technical University in Prague (17)

2022

  1. Rotating machinery fault diagnosis using a quadratic neural unit

    International Journal of Grid and Utility Computing, Vol. 13, Núm. 2-3, pp. 309-319

2021

  1. Detection of the QRS Complexity in Real Time with Bluetooth Communication

    Lecture Notes in Networks and Systems

2020

  1. Cardiac arrhythmia prediction by adaptive analysis via bluetooth

    Mendel, Vol. 26, Núm. 2, pp. 29-38

2019

  1. Modelling of complex systems by means of partial algebras

    Mendel, Vol. 25, Núm. 1, pp. 103-110

  2. Weight adaptation stability of linear and higher-order neural units for prediction applications

    Advances in Intelligent Systems and Computing

2018

  1. Adaptive threshold, wavelet and hilbert transform for qrs detection in electrocardiogram signals

    Lecture Notes on Data Engineering and Communications Technologies (Springer Science and Business Media Deutschland GmbH), pp. 777-786

  2. Prediction of highly non-stationary time series using higher-order neural units

    Lecture Notes on Data Engineering and Communications Technologies (Springer Science and Business Media Deutschland GmbH), pp. 787-795

2017

  1. Adaptive methodology for designing a predictive model of cardiac arrhythmia symptoms based on cubic neural unit

    Frontiers in Artificial Intelligence and Applications

  2. Monitoring of cardiac arrhythmia patterns by adaptive analysis

    Lecture Notes on Data Engineering and Communications Technologies (Springer Science and Business Media Deutschland GmbH), pp. 885-894

  3. Review on higher-order neural units to monitor cardiac arrhythmia patterns

    Frontiers in Artificial Intelligence and Applications

2015

  1. Arrhythmia disease classification using a higher-order neural unit

    2015 4th International Conference on Future Generation Communication Technology, FGCT 2015

  2. Feature extraction of electrocardiogram signals by applying adaptive threshold and principal component analysis

    Journal of Applied Research and Technology, Vol. 13, Núm. 2, pp. 261-269

2014

  1. Hilbert-huang transform and neural networks for electrocardiogram modeling and prediction

    2014 10th International Conference on Natural Computation, ICNC 2014

2013

  1. Hilbert transform and neural networks for identification and modeling of ECG complex

    2013 3rd International Conference on Innovative Computing Technology, INTECH 2013

2010

  1. Lung motion prediction by static neural networks

    4th International Symposium on Measurement, Analysis and Modelling of Human Functions 2010, ISHF 2010

  2. Quadratic neural unit is a good compromise between linear models and neural networks for industrial applications

    Proceedings of the 9th IEEE International Conference on Cognitive Informatics, ICCI 2010

  3. Testing potentials of dynamic quadratic neural unit for prediction of lung motion during respiration for tracking radiation therapy

    Proceedings of the International Joint Conference on Neural Networks