Enrique Fernández-Blanco

Orcid: 0000-0003-3260-8734

Affiliations:
  • University of A Coruña, Spain


According to our database1, Enrique Fernández-Blanco authored at least 37 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Q-Learning based system for Path Planning with Unmanned Aerial Vehicles swarms in obstacle environments.
Expert Syst. Appl., January, 2024

Harmful algal bloom forecasting. A comparison between stream and batch learning.
CoRR, 2024

2023
Deep learning models for real-life human activity recognition from smartphone sensor data.
Internet Things, December, 2023

Hybrid machine learning techniques in the management of harmful algal blooms impact.
Comput. Electron. Agric., August, 2023

New machine learning approaches for real-life human activity recognition using smartphone sensor-based data.
Knowl. Based Syst., February, 2023

Q-learning Based System for Path Planning with UAV Swarms in Obstacle Environments.
CoRR, 2023

2022
A review of artificial intelligence applied to path planning in UAV swarms.
Neural Comput. Appl., 2022

DoME: A deterministic technique for equation development and Symbolic Regression.
Expert Syst. Appl., 2022

FacialSCDnet: A deep learning approach for the estimation of subject-to-camera distance in facial photographs.
Expert Syst. Appl., 2022

Machine learning in management of precautionary closures caused by lipophilic biotoxins.
Comput. Electron. Agric., 2022

UAV swarm path planning with reinforcement learning for field prospecting.
Appl. Intell., 2022

2021
Ensemble of Convolution Neural Networks on Heterogeneous Signals for Sleep Stage Scoring.
CoRR, 2021

2020
Convolutional neural networks for sleep stage scoring on a two-channel EEG signal.
Soft Comput., 2020

A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors.
Sensors, 2020

Correction: Garcia-Gonzalez, D.; Rivero, D.; Fernandez-Blanco, E.; Luaces, M.R. A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors. Sensors 2020, 20, 2200.
Sensors, 2020

Population subset selection for the use of a validation dataset for overfitting control in genetic programming.
J. Exp. Theor. Artif. Intell., 2020

EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage.
Neurocomputing, 2020

Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques.
Comput. Biol. Medicine, 2020

2019
A New Deterministic Technique for Symbolic Regression.
CoRR, 2019

Classical Music Prediction and Composition by means of Variational Autoencoders.
CoRR, 2019

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.
CoRR, 2019

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications.
CoRR, 2019

2018
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques.
Comput. Electron. Agric., 2018

2016
Early warning in egg production curves from commercial hens: A SVM approach.
Comput. Electron. Agric., 2016

2015
Artificial Neuron-Glia Networks Learning Approach Based on Cooperative Coevolution.
Int. J. Neural Syst., 2015

Classification of Two-channel Signals by Means of Genetic Programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2013
Classification of signals by means of Genetic Programming.
Soft Comput., 2013

Using genetic algorithms for automatic recurrent ANN development: an application to EEG signal classification.
Int. J. Data Min. Model. Manag., 2013

2011
Using recurrent ANNs for the detection of epileptic seizures in EEG signals.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A new signal classification technique by means of Genetic Algorithms and kNN.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Two-population Genetic Algorithm - An Approach to Improve the Population Diversity.
Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

2009
2D-PAGE Analysis Using Evolutionary Computation.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Gene Regulation Network Use for Information Processing.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Computer Morphogenesis in Self-Organizing Structures.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

A Genetic Algorithm for ANN Design, Training and Simplification.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

Artificial Cells for Information Processing: Iris Classification.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

2007
A Computational Morphogenesis Approach to Simple Structure Development.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007


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