Publications in collaboration with researchers from Universidade da Coruña (50)

2024

  1. Optimization of indirect wastewater characterization using led spectrophotometry: a comparative analysis of regression, scaling, and dimensionality reduction methods

    Environmental Science and Pollution Research, Vol. 31, Núm. 42, pp. 54481-54501

  2. Q-Learning based system for Path Planning with Unmanned Aerial Vehicles swarms in obstacle environments[Formula presented]

    Expert Systems with Applications, Vol. 235

2023

  1. Deep learning models for real-life human activity recognition from smartphone sensor data

    Internet of Things (Netherlands), Vol. 24

  2. Hybrid machine learning techniques in the management of harmful algal blooms impact

    Computers and Electronics in Agriculture, Vol. 211

  3. Introducing a Human Activity Recognition Dataset Gathered on Real-Life Conditions

    VI Congreso XoveTIC: impulsando el talento científico

  4. New machine learning approaches for real-life human activity recognition using smartphone sensor-based data

    Knowledge-Based Systems, Vol. 262

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. FacialSCDnet: A deep learning approach for the estimation of subject-to-camera distance in facial photographs

    Expert Systems with Applications, Vol. 210

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

    Computers and Electronics in Agriculture, Vol. 197

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

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

2021

  1. Detection of Chocolate Properties Using Near-Infrared Spectrophotometry †

    Engineering Proceedings, Vol. 7, Núm. 1

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

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

  3. Development of a Server for the Implementation of Data Processing Pipelines and ANN Training †

    Engineering Proceedings, Vol. 7, Núm. 1

  4. 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. A public domain dataset for real-life human activity recognition using smartphone sensors

    Sensors (Switzerland), Vol. 20, Núm. 8

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

    Computers in Biology and Medicine, Vol. 120

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

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

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

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

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

    Neurocomputing, Vol. 410, pp. 220-228