Juan Humberto Sossa Azuela
Orcid: 0000-0002-0521-4898
According to our database1,
Juan Humberto Sossa Azuela
authored at least 255 papers
between 1989 and 2024.
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Bibliography
2024
Electricity consumption modeling by a chaotic convolutional radial basis function network.
J. Supercomput., March, 2024
Computación y Sistemas (CyS), 2024
2023
Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification.
Neural Networks, November, 2023
Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties.
Pattern Recognit., October, 2023
Title: Hip and lower limbs 3D motion tracking using a double-stage data fusion algorithm for IMU/MARG-based wearables sensors.
Biomed. Signal Process. Control., September, 2023
IEEE Trans. Neural Networks Learn. Syst., August, 2023
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022.
Pattern Recognit. Lett., August, 2023
Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning.
Pattern Recognit. Lett., August, 2023
Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images.
Pattern Recognit. Lett., August, 2023
A methodology for character recognition and revision of the linear equations solving procedure.
Inf. Process. Manag., 2023
Int. J. Comb. Optim. Probl. Informatics, 2023
Int. J. Comb. Optim. Probl. Informatics, 2023
Computación y Sistemas (CyS), 2023
Computación y Sistemas (CyS), 2023
Computación y Sistemas (CyS), 2023
Computación y Sistemas (CyS), 2023
IEEE Access, 2023
Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023
Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial Network.
Proceedings of the Pattern Recognition - 15th Mexican Conference, 2023
2022
R-STDP Spiking Neural Network Architecture for Motion Control on a Changing Friction Joint Robotic Arm.
Frontiers Neurorobotics, September, 2022
Frontiers Neurorobotics, September, 2022
Dynamic balance of a bipedal robot using neural network training with simulated annealing.
Frontiers Neurorobotics, September, 2022
Machine Learning-based Formulas for Computing the Euler Characteristic of Binary Images.
Int. J. Comb. Optim. Probl. Informatics, 2022
Int. J. Comb. Optim. Probl. Informatics, 2022
Int. J. Comb. Optim. Probl. Informatics, 2022
Int. J. Comb. Optim. Probl. Informatics, 2022
Training an Artificial Neural Network to Compute the Euler Number of a 2-D Binary Image based on Vertex Chain Codification.
Int. J. Comb. Optim. Probl. Informatics, 2022
Expert Syst. Appl., 2022
Learning an Artificial Neural Network to Discover Combinations of Bit-Quads to Compute the Euler Characteristic of a 2-D Binary Image.
Computación y Sistemas, 2022
Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022
Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022
3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain.
Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022
2021
Reactive navigation under a fuzzy rules-based scheme and reinforcement learning for mobile robots.
PeerJ Comput. Sci., 2021
Int. J. Comb. Optim. Probl. Informatics, 2021
Int. J. Comb. Optim. Probl. Informatics, 2021
Int. J. Comb. Optim. Probl. Informatics, 2021
Frontiers Neurorobotics, 2021
Computación y Sistemas, 2021
Computación y Sistemas, 2021
Computación y Sistemas, 2021
Computación y Sistemas, 2021
Actions Selection During a Mobile Robot Navigation for the Autonomous Recharging Problem.
Computación y Sistemas, 2021
Comput. Math. Methods Medicine, 2021
Proceedings of the Advances in Computational Intelligence, 2021
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021
Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing.
Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution.
Proceedings of the Smart Cities - 4th Ibero-American Congress, 2021
Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Res. Comput. Sci., 2020
Reconstrucción autónoma de un mapa métrico de una pista de competencias usando visión artificial.
Res. Comput. Sci., 2020
Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo.
Res. Comput. Sci., 2020
Res. Comput. Sci., 2020
Selección de acciones para la navegación de un robot móvil basada en fuzzy Q-learning.
Res. Comput. Sci., 2020
Neural Networks, 2020
Neural Networks, 2020
Int. J. Comb. Optim. Probl. Informatics, 2020
Frontiers Neurorobotics, 2020
Computación y Sistemas, 2020
Efficient Luminosity Enhancement in Human Brain Images using Pulse-Coupled Neural Networks.
Computación y Sistemas, 2020
An Approach to the Computation of the Euler Number by means of the Vertex Chain Code.
Comput. Math. Methods Medicine, 2020
An Application of Deep Neural Network for Robbery Evidence Using Face Recognition Approach.
Proceedings of the Research and Innovation Forum 2020, 2020
Proceedings of the Advances in Computational Intelligence, 2020
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020
2019
Formulaciones para el cálculo eficiente del número de hoyos de un objeto binario 2-D.
Res. Comput. Sci., 2019
Res. Comput. Sci., 2019
Prototipo de sistema embebido para la asistencia de personas con discapacidad visual en la acera pública.
Res. Comput. Sci., 2019
Modelos neuronales pulsantes adaptados para el mejoramiento de luminosidad de imágenes cerebrales de gran resolución.
Res. Comput. Sci., 2019
A vision from a physical point of view and the information theory on the image segmentation.
J. Intell. Fuzzy Syst., 2019
Computación y Sistemas, 2019
Computación y Sistemas, 2019
Proceedings of the Advances in Soft Computing, 2019
Proceedings of the Advances in Soft Computing, 2019
Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019
2018
Comparación de dos métodos para reconocimiento de dígitos manuscritos fuera de línea.
Res. Comput. Sci., 2018
Reconocimiento de objetos cuasi-planos mediante un sistema de tratamiento digital de imágenes embebido en una plataforma tipo Raspberry Pi.
Res. Comput. Sci., 2018
Estudio comparativo del reconocimiento de rostros térmicos basado en características invariantes.
Res. Comput. Sci., 2018
Quantitative evaluation of binary digital region asymmetry with application to skin lesion detection.
BMC Medical Informatics Decis. Mak., 2018
Neurocomputing, 2018
Dendrite morphological neural networks for motor task recognition from electroencephalographic signals.
Biomed. Signal Process. Control., 2018
Differential evolution training algorithm for dendrite morphological neural networks.
Appl. Soft Comput., 2018
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018
Proceedings of the Advances in Computational Intelligence, 2018
Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models.
Proceedings of the Advances in Soft Computing, 2018
Artificial Neural Networks and Common Spatial Patterns for the Recognition of Motor Information from EEG Signals.
Proceedings of the Advances in Soft Computing, 2018
Supervised and Unsupervised Neural Networks: Experimental Study for Anomaly Detection in Electrical Consumption.
Proceedings of the Advances in Soft Computing, 2018
Proceedings of the 15th International Conference on Electrical Engineering, 2018
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
2017
Res. Comput. Sci., 2017
Neurocomputing, 2017
How the Accuracy and Computational Cost of Spiking Neuron Simulation are Affected by the Time Span and Firing Rate.
Computación y Sistemas, 2017
Using Pulse Coupled Neural Networks to Improve Image Filtering Contaminated with Gaussian Noise.
Computación y Sistemas, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017
Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
2016
Uso de redes neuronales pulsantes para mejorar el filtrado de imágenes contaminadas con ruido Gaussiano.
Res. Comput. Sci., 2016
Int. J. Bio Inspired Comput., 2016
Improving pattern classification of DNA microarray data by using PCA and logistic regression.
Intell. Data Anal., 2016
Appl. Soft Comput., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the Advances in Computational Intelligence, 2016
Training a Multilayered Perceptron to Compute the Euler Number of a 2-D Binary Image.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016
Automatic Construction of Radial-Basis Function Networks Through an Adaptive Partition Algorithm.
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016
Proceedings of the Pattern Recognition - 8th Mexican Conference, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Pattern Recognition Applications and Methods, 2016
Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
Res. Comput. Sci., 2015
Comput. Biol. Medicine, 2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015
Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015
Modified Binary Inertial Particle Swarm Optimization for Gene Selection in DNA Microarray Data.
Proceedings of the Pattern Recognition - 7th Mexican Conference, 2015
2014
Decision Making by Rule-Based Fuzzy Cognitive Maps: An Approach to Implement Student-Centered Education.
Proceedings of the Fuzzy Cognitive Maps for Applied Sciences and Engineering, 2014
IET Comput. Vis., 2014
Activity theory as a framework for building adaptive e-learning systems: A case to provide empirical evidence.
Comput. Hum. Behav., 2014
New Radial Basis Function Neural Network Architecture for Pattern Classification: First Results.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014
2013
Polibits, 2013
Expert Syst. Appl., 2013
Appl. Soft Comput., 2013
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013
Proceedings of the 12th Mexican International Conference on Artificial Intelligence, 2013
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013
Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data.
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013
2012
Proceedings of the Parallel Architectures and Bioinspired Algorithms, 2012
Diseño automático de redes neuronales artificiales mediante el uso del algoritmo de evolución diferencial (ED).
Polibits, 2012
Int. J. Hybrid Intell. Syst., 2012
Expert Syst. Appl., 2012
Appl. Intell., 2012
Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration.
Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012
Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories.
Proceedings of the EVOLVE, 2012
Proceedings of the EVOLVE, 2012
Proceedings of the EVOLVE, 2012
Proceedings of the EVOLVE, 2012
2011
A Segmentation Algorithm Based on an Iterative Computation of the Mean Shift Filtering.
J. Intell. Robotic Syst., 2011
Neurocomputing, 2011
Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011
Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory.
Cogn. Comput., 2010
Proceedings of the Advances in Soft Computing, 2010
Semantic Representation and Management of Student Models: An Approach to Adapt Lecture Sequencing to Enhance Learning.
Proceedings of the Advances in Artificial Intelligence, 2010
Fringe-Pattern Demodulation Using a Parametric Method Based on Differential Evolution.
Proceedings of the Advances in Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Neural Information Processing. Models and Applications, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach.
Proceedings of the Applications of Evolutionary Computation, 2010
Proceedings of the Geometric Algebra Computing - in Engineering and Computer Science., 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Neurocomputing, 2009
Proceedings of the Advances in Neural Networks, 2009
Proceedings of the Advances in Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Design of artificial neural networks using a modified Particle Swarm Optimization algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the Progress in Pattern Recognition, 2009
Proceedings of the Progress in Pattern Recognition, 2009
2008
Neural Process. Lett., 2008
Expert Syst. Appl., 2008
Comput. Biol. Medicine, 2008
Pattern Classification Based on Conformal Geometric Algebra and Optimization Techniques.
Proceedings of the MICAI 2008: Advances in Artificial Intelligence, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
A Decision and Communication Management Methodology for embedded Multi- smart Camera systems, applied to real-time inspection in lamps production.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the Progress in Pattern Recognition, 2008
2007
Neural Process. Lett., 2007
Adaptive and intelligent web based education system: Towards an integral architecture and framework.
Expert Syst. Appl., 2007
Computación y Sistemas, 2007
Computación y Sistemas, 2007
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Proceedings of the Adaptive and Natural Computing Algorithms, 8th International Conference, 2007
Proceedings of the Eight Mexican International Conference in Current Trends in Computer Science, 2007
Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories.
Proceedings of the Progress in Pattern Recognition, 2007
Proceedings of the Progress in Pattern Recognition, 2007
A new model of associative memories network.
Proceedings of the Artificial Neural Networks and Intelligent Information Processing, 2007
2006
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006
Proceedings of the MICAI 2006: Advances in Artificial Intelligence, 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Cognitive Maps-Based Student Model.
Proceedings of the Learning by Effective Utilization of Technologies: Facilitating Intercultural Understanding, 2006
Optical discontinuous fringe metrology by using a genetic algorithm.
Proceedings of the Second IASTED International Conference on Computational Intelligence, 2006
Proceedings of the Progress in Pattern Recognition, 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
2005
Associative Gray Level Pattern Processing using Binary Decomposition and alpha beta Memories.
Neural Process. Lett., 2005
Invariant Descriptions and Associative Processing Applied to Object Recognition Under Occlusions.
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005
Proceedings of the MICAI 2005: Advances in Artificial Intelligence, 2005
Proceedings of the Progress in Pattern Recognition, 2005
2004
Computación y Sistemas, 2004
Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall.
Proceedings of the Advances in Artificial Intelligence, 2004
Proceedings of the Advances in Artificial Intelligence, 2004
Proceedings of the Advances in Artificial Intelligence, 2004
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004
Proceedings of the Progress in Pattern Recognition, 2004
Proceedings of the Progress in Pattern Recognition, 2004
Proceedings of the Progress in Pattern Recognition, 2004
2003
Proceedings of the Signal and Image Processing (SIP 2003), 2003
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003
Proceedings of the 4th Mexican International Conference on Computer Science (ENC 2003), 2003
Proceedings of the Progress in Pattern Recognition, 2003
2002
Reconocimiento Eficiente de Caracteres Alfanuméricos Provenientes de Mapas Ráster por Medio de Clasificadores Neuronales.
Computación y Sistemas, 2002
Proceedings of the Structural, 2002
Proceedings of the Structural, 2002
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002
Proceedings of the MICAI 2002: Advances in Artificial Intelligence, 2002
2001
Combined Image Filter for Robust Fine Detail Preservation and Efficient Noise Supression.
Computación y Sistemas, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
2000
Mathematical Morphology Based on Linear Combined Metric Spaces on Z2 (Part II): Constant Time Morphological Operations.
J. Math. Imaging Vis., 2000
Mathematical Morphology Based on Linear Combined Metric Spaces on Z2 (Part I): Fast Distance Transforms.
J. Math. Imaging Vis., 2000
A Procedure to Select the Vigilance Threshold for the ART2 for Supervised and Unsupervised Training.
Proceedings of the MICAI 2000: Advances in Artificial Intelligence, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the Medical Imaging 1999: Image Processing, 1999
1998
IEEE Trans. Syst. Man Cybern. Part B, 1998
Proceedings of the Advances in Pattern Recognition, 1998
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998
Proceedings of the Progress in Artificial Intelligence, 1998
1996
Proceedings of the Advances in Structural and Syntactical Pattern Recognition, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1992
Reconnaissance d'objets polyédriques par indexation dans une base de modèles. (Polyhedral object recognition by database model indexing).
PhD thesis, 1992
Model Indexing Based on a Graph-Theoretic Approach.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992
1989
Pattern Recognit. Lett., 1989