Publications by the researcher in collaboration with Alejandro Pazos Sierra (54)

2023

  1. Predicting Inflow Flow in Hydraulic Dams Using Artificial Neural Networks

    VI Congreso XoveTIC: impulsando el talento científico

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. Classical music prediction and composition by means of variational autoencoders

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

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

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

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

    Neurocomputing, Vol. 410, pp. 220-228

  4. 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

  4. Using genetic algorithms to improve support vector regression in the analysis of atomic spectra of lubricant oils

    Engineering Computations (Swansea, Wales), Vol. 33, Núm. 4, pp. 995-1005

2015

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

    RIDU, Vol. 9, Núm. 1, pp. 77-100

  2. Classification of two-channel signals by means of genetic programming

    GECCO 2015 - Companion Publication of the 2015 Genetic and Evolutionary Computation Conference

  3. Introduction to the subject automatic learning in the Computer Engineering Degree

    Evaluación de la Calidad de la Investigación y de la Educación Superior: libro de resúmenes XI FECIES