Carlos González-Gutiérrez

Orcid: 0000-0002-9912-7807

According to our database1, Carlos González-Gutiérrez authored at least 21 papers between 2015 and 2023.

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

Timeline

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Bibliography

2023
EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT.
Sensors, 2023

Adaptive Optics Correction Using Recurrent Neural Networks for Wavefront Prediction.
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Transiting Exoplanet Detection Through 1D Convolutional Neural Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, Special Sessions II, 2023

2022
Pattern Recognition of EMG Signals by Machine Learning for the Control of a Manipulator Robot.
Sensors, 2022

2021
Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors.
Log. J. IGPL, 2021

2020
Outcome prediction for salivary gland cancer using multivariate adaptative regression splines (MARS) and self-organizing maps (SOM).
Neural Comput. Appl., 2020

Atmospheric Tomography Using Convolutional Neural Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020

Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019
Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations.
Sensors, 2019

Comparison of the periimplant bone stress distribution on three fixed partial supported prosthesis designs under different loading. A 3D finite element analysis.
J. Exp. Theor. Artif. Intell., 2019

Rapid tomographic reconstruction through GPU-based adaptive optics.
Log. J. IGPL, 2019

Convolutional CARMEN: Tomographic Reconstruction for Night Observation.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018
Multi-GPU Development of a Neural Networks Based Reconstructor for Adaptive Optics.
Complex., 2018

Improving Adaptive Optics Reconstructions with a Deep Learning Approach.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017
Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems.
Sensors, 2017

Outcome Prediction for Salivary Gland Cancer Using Multivariate Adaptative Regression Splines (MARS) and Self-Organizing Maps (SOM).
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

An Artificial Neural Network Model for the Prediction of Bruxism by Means of Occlusal Variables.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

2016
Using GPUs to Speed up a Tomographic Reconstructor Based on Machine Learning.
Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks.
Proceedings of the Intelligent Systems Design and Applications, 2016

2015
EPIK - Virtual Rehabilitation Platform Devised to Increase Self-reliance of People with Limited Mobility.
Proceedings of the ICT4AgeingWell 2015, 2015


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