Publications by the researcher in collaboration with Alejandro Pazos Sierra (27)

2024

  1. Artificial intelligence in paediatrics: Current events and challenges

    Anales de Pediatría (English Edition), Vol. 100, Núm. 3, pp. 195-201

  2. Inteligencia artificial en pediatría: actualidad y retos

    Anales de Pediatría: Publicación Oficial de la Asociación Española de Pediatría ( AEP ), Vol. 100, Núm. 3, pp. 195-201

2022

  1. A review of artificial intelligence applied to path planning in UAV swarms

    Neural Computing and Applications, Vol. 34, Núm. 1, pp. 153-170

  2. DoME: A deterministic technique for equation development and Symbolic Regression

    Expert Systems with Applications, Vol. 198

  3. Machine learning in management of precautionary closures caused by lipophilic biotoxins

    Computers and Electronics in Agriculture, Vol. 197

  4. UAV swarm path planning with reinforcement learning for field prospecting

    Applied Intelligence, Vol. 52, Núm. 12, pp. 14101-14118

2021

  1. Detection of bovine mastitis in raw milk, using a low-cost nir spectrometer and k-nn algorithm

    Applied Sciences (Switzerland), Vol. 11, Núm. 22

  2. Using Reinforcement Learning in the Path Planning of Swarms of UAVs for the Photographic Capture of Terrains †

    Engineering Proceedings, Vol. 7, Núm. 1

2020

  1. Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques

    Computers in Biology and Medicine, Vol. 120

  2. Classical music prediction and composition by means of variational autoencoders

    Applied Sciences (Switzerland), Vol. 10, Núm. 9

  3. Convolutional neural networks for sleep stage scoring on a two-channel EEG signal

    Soft Computing, Vol. 24, Núm. 6, pp. 4067-4079

  4. EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage

    Neurocomputing, Vol. 410, pp. 220-228

  5. Population subset selection for the use of a validation dataset for overfitting control in genetic programming

    Journal of Experimental and Theoretical Artificial Intelligence, Vol. 32, Núm. 2, pp. 243-271

2018

  1. Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques

    Computers and Electronics in Agriculture, Vol. 145, pp. 1-10

2017

  1. Automated early detection of drops in commercial egg production using neural networks

    British Poultry Science, Vol. 58, Núm. 6, pp. 739-747

2016

  1. Early warning in egg production curves from commercial hens: A SVM approach

    Computers and Electronics in Agriculture, Vol. 121, pp. 169-179

  2. La docencia de entornos inmersivos, interactivos y de entretenimiento en el Grado en Ingeniería Informática

    Presente y futuro de la docencia universitaria: presente e futuro da docencia universitaria (Educación), pp. 69-74

  3. Optimization of NIR calibration models for multiple processes in the sugar industry

    Chemometrics and Intelligent Laboratory Systems, Vol. 159, pp. 45-57

2015

  1. Aprendizaje basado en ejemplos: Desarrollo de aplicaciones empresariales con tecnologías .Net

    RIDU, Vol. 9, Núm. 1, pp. 77-100

  2. Artificial Neuron-Glia Networks learning approach based on cooperative coevolution

    International Journal of Neural Systems, Vol. 25, Núm. 4