Juan Gabriel Aviña-Cervantes

Orcid: 0000-0003-1730-3748

According to our database1, Juan Gabriel Aviña-Cervantes authored at least 59 papers between 2004 and 2024.

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

Timeline

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Bibliography

2024
A systematic review of metaheuristic algorithms in electric power systems optimization.
Appl. Soft Comput., January, 2024

2023
Quantum angle encoding with learnable rotation applied to quantum-classical convolutional neural networks.
Appl. Soft Comput., July, 2023

Motor Imagery Multi-Tasks Classification for BCIs Using the NVIDIA Jetson TX2 Board and the EEGNet Network.
Sensors, 2023

Automatic Design of Metaheuristics for Practical Engineering Applications.
IEEE Access, 2023

SIGNRL: A Population-Based Reinforcement Learning Method for Continuous Control.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Designing Heuristic-Based Tuners for PID Controllers in Automatic Voltage Regulator Systems Using an Automated Hyper-Heuristic Approach.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Hyper-Heuristics Meet Controller Design: Improving Electrical Grid Performance through Microgrids.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022
Hybrid classical-quantum Convolutional Neural Network for stenosis detection in X-ray coronary angiography.
Expert Syst. Appl., 2022

On removing conflicts for machine learning.
Expert Syst. Appl., 2022

Improving convolutional neural network learning based on a hierarchical bezier generative model for stenosis detection in X-ray images.
Comput. Methods Programs Biomed., 2022

2021
FPGA-based architecture to estimate the input glucose in a dark fermenter using a super-twisting observer.
Microprocess. Microsystems, September, 2021

Image Encryption and Decryption System through a Hybrid Approach Using the Jigsaw Transform and Langton's Ant Applied to Retinal Fundus Images.
Axioms, 2021

Transfer Learning for Humanoid Robot Appearance-Based Localization in a Visual Map.
IEEE Access, 2021

Optimization-Based Strategies for Optimal Inverse Parameters Estimation for Heat Transfer Systems.
IEEE Access, 2021

2020
Reconocimiento de trayectorias del brazo usando sensores de aceleración y giroscopio.
Res. Comput. Sci., 2020

Localización de referencias cefalométricas en radiografías laterales de cráneo: Una revisión sistemática.
Res. Comput. Sci., 2020

Differential Neural Networks (DNN).
IEEE Access, 2020

2019
Conic sections fitting in disperse data using Differential Evolution.
Appl. Soft Comput., 2019

Matrix Converter Based on SVD Modulation Using a Microcontroller as Unique Controlling Device.
IEEE Access, 2019

2018
A closed form expression for the Gaussian-based Caputo-Fabrizio fractional derivative for signal processing applications.
Commun. Nonlinear Sci. Numer. Simul., 2018

Patient-specific model-based segmentation of brain tumors in 3D intraoperative ultrasound images.
Int. J. Comput. Assist. Radiol. Surg., 2018

Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization.
Appl. Math. Comput., 2018

Analysis of Data Sets With Learning Conflicts for Machine Learning.
IEEE Access, 2018

2017
Localized active contour model with background intensity compensation applied on automatic MR brain tumor segmentation.
Neurocomputing, 2017

Fast Parabola Detection Using Estimation of Distribution Algorithms.
Comput. Math. Methods Medicine, 2017

Automatic selection of localized region-based active contour models using image content analysis applied to brain tumor segmentation.
Comput. Biol. Medicine, 2017

Application of Image Processing Functions for Brain Tumor Enhancement in Intraoperative Ultrasound Image Data.
Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

2016
Vascular Structure Identification in Intraoperative 3D Contrast-Enhanced Ultrasound Data.
Sensors, 2016

Active contours driven by Cuckoo Search strategy for brain tumour images segmentation.
Expert Syst. Appl., 2016

Segmentation of Coronary Angiograms Using Gabor Filters and Boltzmann Univariate Marginal Distribution Algorithm.
Comput. Intell. Neurosci., 2016

Automatic segmentation of coronary arteries using Gabor filters and thresholding based on multiobjective optimization.
Biomed. Signal Process. Control., 2016

Automatic brain tumor tissue detection based on hierarchical centroid shape descriptor in Tl-weighted MR images.
Proceedings of the 2016 International Conference on Electronics, 2016

2015
A CPG system based on spiking neurons for hexapod robot locomotion.
Neurocomputing, 2015

Design of an Optimal Heat Sink for Microelectronic Devices Using Entropy Generation Minimization.
Proceedings of the Fourteenth Mexican International Conference on Artificial Intelligence, 2015

Evaluation of thermal patterns and distribution applied to the study of diabetic foot.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Quantitative Estimation of Temperature Variations in Plantar Angiosomes: A Study Case for Diabetic Foot.
Comput. Math. Methods Medicine, 2014

Applying balancing techniques in traffic sign recognition.
Artif. Intell. Res., 2014

Pitch estimation for musical note recognition using Artificial Neural Networks.
Proceedings of the 24th International Conference on Electronics, 2014

2013
Multiple Active Contours Guided by Differential Evolution for Medical Image Segmentation.
Comput. Math. Methods Medicine, 2013

Unsupervised Cardiac Image Segmentation via Multiswarm Active Contours with a Shape Prior.
Comput. Math. Methods Medicine, 2013

Multiple Active Contours Driven by Particle Swarm Optimization for Cardiac Medical Image Segmentation.
Comput. Math. Methods Medicine, 2013

B-spline Surface Approximation Using Hierarchical Genetic Algorithm.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Traffic Sign Recognition Based on Linear Discriminant Analysis.
Proceedings of the Advances in Soft Computing and Its Applications, 2013

Human Heart Segmentation Based on Differential Evolution and Active Contours with Shape Prior.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Noisy data fitting with B-splines using hierarchical genetic algorithm.
Proceedings of the 23rd International Conference on Electronics, 2013

2012
Chromatic Correction Applied to Outdoor Images.
Computación y Sistemas, 2012

New prioritized value iteration for Markov decision processes.
Artif. Intell. Rev., 2012

Reduction of temporal complexity in Markov decision processes.
Proceedings of the 22nd International Conference on Electrical Communications and Computers, 2012

2011
3D city models: Mapping approach using LIDAR technology.
Proceedings of the CONIELECOMP 2011, 21st International Conference on Electrical, Communications, and Computers, 28 February, 2011

2010
Combination of acceleration procedures for solving stochastic shortest-path Markov decision processes.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

2008
Association rule-based Markov Decision Processes.
Proceedings of the fourth Latin American Workshop on Non-Monotonic Reasoning 2008 (LANMR'08) Facultad de Ciencias de la Computación de la Benemérita Universidad Autónoma de Puebla, 2008

2007
Shadows Attenuation for Robust Object Recognition.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

2006
Autonomous learning of a topological model in a road network.
Proceedings of the Intelligent Autonomous Systems 9, 2006

Monte Carlo Evaluation of the Hausdorff Distance for Shape Matching.
Proceedings of the Progress in Pattern Recognition, 2006

2005
Performance Evaluation of a Segmentation Algorithm for Synthetic Texture Images.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005

Towards landmine detection using artificial vision.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Robot Visual Navigation in Semi-structured Outdoor Environments.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2004
Scene Modeling by ICA and Color Segmentation.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Color Active Contours for Tracking Roads in Natural Environments.
Proceedings of the Progress in Pattern Recognition, 2004


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