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Juan Humberto Sossa Azuela
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Books and Theses
- 1992
- [b1]Humberto Sossa:
Reconnaissance d'objets polyédriques par indexation dans une base de modèles. (Polyhedral object recognition by database model indexing). Grenoble Institute of Technology, France, 1992
Journal Articles
- 2024
- [j124]Ricardo Salvador Luna Lozoya, Humberto de Jesús Ochoa Domínguez, Juan Humberto Sossa Azuela, Vianey Guadalupe Cruz Sánchez, Osslan Osiris Vergara-Villegas:
Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms. Computación y Sistemas (CyS) 28(1) (2024) - [j123]Tat'y Mwata-Velu
, Erik Zamora
, Juan Irving Vasquez-Gomez
, José Ruiz-Pinales
, Humberto Sossa
:
Multiclass Classification of Visual Electroencephalogram Based on Channel Selection, Minimum Norm Estimation Algorithm, and Deep Network Architectures. Sensors 24(12): 3968 (2024) - [j122]Donaldo Garcia, José de Jesús Rubio, Humberto Sossa, Jaime Pacheco, Guadalupe Juliana Gutierrez, Carlos Aguilar Ibáñez:
Electricity consumption modeling by a chaotic convolutional radial basis function network. J. Supercomput. 80(5): 7102-7119 (2024) - 2023
- [j121]Juanita Hernández-López
, Juan Humberto Sossa Azuela
, Alberto Salvador Núñez Varela, César Augusto Ramírez Gamez, Virginia Canseco González, Francisco Eduardo Martínez Pérez
, Sandra Edith Nava-Muñoz
, Héctor Gerardo Pérez-González, José Ignacio Nuñez-Varela:
A New Fat-Removal-Based Preprocessing Pipeline for MLO View in Digital Mammograms. IEEE Access 11: 6078-6091 (2023) - [j120]José Antonio Barraza-Madrigal, Lauro Armando Contreras Rodríguez, Eladio Cardiel Pérez, Pablo Rogelio Hernández Rodríguez, Humberto Sossa:
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. 86(Part A): 104938 (2023) - [j119]Rocio Ochoa-Montiel, Humberto Sossa, Gustavo Olague, Carlos Sánchez-López:
Automatic Recognition of Leukemia AML Using Evolutionary Vision. Computación y Sistemas (CyS) 27(1) (2023) - [j118]Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Thematic Section: Advances in Pattern Recognition. Computación y Sistemas (CyS) 27(1) (2023) - [j117]José A. Martínez-Navarro, Elsa Rubio-Espino, Juan Humberto Sossa Azuela, Víctor Hugo Ponce Ponce, Herón Molina Lozano, Luis M. García-Sebastián:
Comparison of Neural Networks for Emotion Detection. Computación y Sistemas (CyS) 27(3) (2023) - [j116]Jacobo E. Cruz-Silva, Jesús Yaljá Montiel-Pérez, Juan Humberto Sossa Azuela:
3-D Interface for Humanoid Robot Operation. Computación y Sistemas (CyS) 27(4) (2023) - [j115]Elizabeth López-Lozada, David Peréz-Martínez, Diana Patricia Barragán Vázquez, Jesús Yaljá Montiel-Pérez, Juan Humberto Sossa Azuela:
Blood Pressure Estimation Algorithm By A Cuff-Based Monitoring Unit. Computación y Sistemas (CyS) 27(4) (2023) - [j114]Rocio Ochoa-Montiel, Rodrigo Francisco Román Godínez, Erik Zamora, Juan Humberto Sossa Azuela, Gerardo Hernández:
Dendritic neural networks in the classification of estrous cycle images. Int. J. Comb. Optim. Probl. Informatics 14(1): 39-48 (2023) - [j113]Tonantzin Marcayda Guerrero Velázquez, Juan Humberto Sossa Azuela:
Using a novel XAI algorithm for Data Augmentation in image classification problems. Int. J. Comb. Optim. Probl. Informatics 14(1): 76-85 (2023) - [j112]Cristina Guevara Neri
, Osslan Osiris Vergara-Villegas
, Vianey Guadalupe Cruz Sánchez, Humberto de Jesús Ochoa Domínguez, Manuel Nandayapa, Juan Humberto Sossa Azuela:
A methodology for character recognition and revision of the linear equations solving procedure. Inf. Process. Manag. 60(1): 103088 (2023) - [j111]Wilfrido Gómez-Flores
, Humberto Sossa
:
Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification. Neural Networks 168: 665-676 (2023) - [j110]Fernando Arce, Wilfrido Gómez-Flores, Uriel Escalona, Humberto Sossa:
Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties. Pattern Recognit. 142: 109685 (2023) - [j109]Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022. Pattern Recognit. Lett. 172: 266 (2023) - [j108]Leandro José Rodríguez Hernández
, Humberto de Jesús Ochoa Domínguez
, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Javier Polanco González
:
Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images. Pattern Recognit. Lett. 172: 267-273 (2023) - [j107]Samuel Omar Tovias-Alanis, Humberto Sossa, Wilfrido Gómez-Flores:
Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning. Pattern Recognit. Lett. 172: 274-281 (2023) - [j106]Wilfrido Gómez-Flores
, Humberto Sossa
:
Improving the Classification Performance of Dendrite Morphological Neurons. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4659-4673 (2023) - 2022
- [j105]Fernando Arce Vega, Juan Humberto Sossa Azuela, Wilfrido Gómez-Flores, Laura Georgina Lira Vargas:
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 26(1) (2022) - [j104]Alfonso Vizcaíno
, Hermilo Sánchez-Cruz
, Humberto Sossa, J. Luis Quintanar:
Neuron cell count with deep learning in highly dense hippocampus images. Expert Syst. Appl. 208: 118090 (2022) - [j103]Yoqsan Angeles-García, Hiram Calvo, Humberto Sossa, Álvaro Anzueto-Ríos:
Dynamic balance of a bipedal robot using neural network training with simulated annealing. Frontiers Neurorobotics 16 (2022) - [j102]Luis M. García-Sebastián, Víctor Hugo Ponce Ponce, Humberto Sossa, Elsa Rubio-Espino, José A. Martínez-Navarro:
Neuromorphic Signal Filter for Robot Sensoring. Frontiers Neurorobotics 16 (2022) - [j101]Alejandro Juárez-Lora
, Víctor Hugo Ponce Ponce, Humberto Sossa, Elsa Rubio-Espino:
R-STDP Spiking Neural Network Architecture for Motion Control on a Changing Friction Joint Robotic Arm. Frontiers Neurorobotics 16 (2022) - [j100]Juan Humberto Sossa Azuela, Fernando Arce, Wilfrido Gómez, Laura Lira:
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 13(1): 4-17 (2022) - [j99]Fernando Arce Vega, Wilfrido Gómez-Flores, Humberto Sossa, Uriel Escalona:
Machine Learning-based Formulas for Computing the Euler Characteristic of Binary Images. Int. J. Comb. Optim. Probl. Informatics 13(3): 2-16 (2022) - [j98]Rocio Ochoa-Montiel, Mariana Chan-Ley, Juan Humberto Sossa Azuela, Gustavo Olague, F. E. Morales-Lopez:
Leukemia recognition with evolutionary vision and knowledge transfer. Int. J. Comb. Optim. Probl. Informatics 13(4): 1-9 (2022) - [j97]Griselda Cortés, José Rodríguez, María Vargas, Ernesto Enciso, Jacob Ávila, Adolfo Melendez, Sergio Vigueras, Juan Humberto Sossa Azuela:
Geodesic Embedded System for Real-Time Tracking and Communication Offline. Int. J. Comb. Optim. Probl. Informatics 13(4): 26-35 (2022) - [j96]J. A. Juárez-Lora, Juan Humberto Sossa Azuela, Víctor Hugo Ponce Ponce, Elsa Rubio-Espino, Ricardo Barrón Fernández:
Spiking Neural Network implementation of LQR control on underactuated system. Int. J. Comb. Optim. Probl. Informatics 13(4): 36-46 (2022) - [j95]Alejandro Juárez-Lora
, Luis M. García-Sebastián
, Víctor Hugo Ponce Ponce
, Elsa Rubio-Espino
, Herón Molina-Lozano
, Humberto Sossa
:
Implementation of Kalman Filtering with Spiking Neural Networks. Sensors 22(22): 8845 (2022) - 2021
- [j94]Alfonso Vizcaíno
, Hermilo Sánchez-Cruz
, Humberto Sossa
, J. Luis Quintanar
:
Pixel-Wise Classification in Hippocampus Histological Images. Comput. Math. Methods Medicine 2021: 6663977:1-6663977:11 (2021) - [j93]Elizabeth López-Lozada, Elsa Rubio-Espino, Juan Humberto Sossa Azuela, Víctor Hugo Ponce Ponce:
Actions Selection During a Mobile Robot Navigation for the Autonomous Recharging Problem. Computación y Sistemas 25(4) (2021) - [j92]Rocio Ochoa-Montiel, Humberto Sossa, Gustavo Olague, Mariana Chan-Ley, José Menendez:
Symbolic Learning using Brain Programming for the Recognition of Leukemia Images. Computación y Sistemas 25(4) (2021) - [j91]Tonantzin Marcayda Guerrero Velázquez, Juan Humberto Sossa Azuela:
New Explainability Method based on the Classification of Useful Regions in an Image. Computación y Sistemas 25(4) (2021) - [j90]Osslan Osiris Vergara-Villegas, Manuel Nandayapa
, Juan Humberto Sossa Azuela, Edgar Gonzalo Cossio Franco, Gustavo Trinidad Rubín Linares
:
Artificial Intelligence for Industry 4.0 in Iberoamerica. Computación y Sistemas 25(4) (2021) - [j89]Osslan Osiris Vergara-Villegas, Manuel Nandayapa
, Juan Humberto Sossa Azuela, Edgar Gonzalo Cossio Franco, Gustavo Trinidad Rubín Linares
:
Introduction to the Thematic Issue on Artificial Intelligence for Industry 4.0. Computación y Sistemas 25(4) (2021) - [j88]José de Jesús Rubio, Yongping Pan, Jeff Pieper, Mu-Yen Chen
, Juan Humberto Sossa Azuela:
Editorial: Advances in Robots Trajectories Learning via Fast Neural Networks. Frontiers Neurorobotics 15: 671519 (2021) - [j87]Osslan Osiris Vergara-Villegas, Manuel Nandayapa, Juan Humberto Sossa Azuela, Félix Agustín Castro Espinoza:
Editorial: A Brief Panorama of Artificial Intelligence in Mexico. Int. J. Comb. Optim. Probl. Informatics 12(3): 1-7 (2021) - [j86]Rodrigo Francisco Román Godínez, Erik Zamora, Humberto Sossa:
A Comparative Study of Dendrite Neural Networks for Pattern Classification. Int. J. Comb. Optim. Probl. Informatics 12(3): 8-19 (2021) - [j85]José Luis Arévalo-Hernández, Elsa Rubio-Espino, Víctor Hugo Ponce Ponce, Humberto Sossa:
Vision assisted pick and place robotic machine. Int. J. Comb. Optim. Probl. Informatics 12(3): 20-31 (2021) - [j84]Wilfrido Gómez-Flores
, Humberto Sossa
:
Smooth dendrite morphological neurons. Neural Networks 136: 40-53 (2021) - [j83]Elizabeth López-Lozada, Elsa Rubio-Espino, Juan Humberto Sossa Azuela, Víctor Hugo Ponce Ponce:
Reactive navigation under a fuzzy rules-based scheme and reinforcement learning for mobile robots. PeerJ Comput. Sci. 7: e556 (2021) - 2020
- [j82]Ernesto Bribiesca
, Ulf-Dietrich Braumann
, Ángel Carrillo-Bermejo, Juan Humberto Sossa Azuela
:
An Approach to the Computation of the Euler Number by means of the Vertex Chain Code. Comput. Math. Methods Medicine 2020: 5632159:1-5632159:13 (2020) - [j81]Kevin S. Aguilar Domínguez, Manuel Mejía-Lavalle, Juan Humberto Sossa Azuela:
Efficient Luminosity Enhancement in Human Brain Images using Pulse-Coupled Neural Networks. Computación y Sistemas 24(1) (2020) - [j80]Omar Edgardo Lugo Sánchez, Juan Humberto Sossa Azuela, Erik Zamora Gómez:
Robust Place Recognition using Convolutional Neural Networks. Computación y Sistemas 24(4) (2020) - [j79]Federico Furlán Colón
, Elsa Rubio-Espino, Humberto Sossa, Víctor Hugo Ponce Ponce
:
CNN Based Detectors on Planetary Environments: A Performance Evaluation. Frontiers Neurorobotics 14: 590371 (2020) - [j78]Cristina Guevara Neri, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Manuel Nandayapa, Juan Humberto Sossa Azuela:
A Convolutional Neural Network for Handwritten Digit Recognition. Int. J. Comb. Optim. Probl. Informatics 11(1): 97-105 (2020) - [j77]Gerardo Hernández, Erik Zamora
, Humberto Sossa
, Germán Téllez, Federico Furlán Colón
:
Hybrid neural networks for big data classification. Neurocomputing 390: 327-340 (2020) - [j76]Carlos Daniel Virgilio Gonzalez
, Juan Humberto Sossa Azuela
, Javier Mauricio Antelis
, Luis Eduardo Falcón:
Spiking Neural Networks applied to the classification of motor tasks in EEG signals. Neural Networks 122: 130-143 (2020) - [j75]Sergio Valadez-Godínez
, Humberto Sossa
, Raúl Santiago-Montero:
On the accuracy and computational cost of spiking neuron implementation. Neural Networks 122: 196-217 (2020) - [j74]Leandro José Rodríguez, Humberto de Jesús Ochoa Domínguez, Osslan Osiris Vergara-Villegas, Juan Humberto Sossa Azuela:
Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo. Res. Comput. Sci. 149(8): 421-434 (2020) - [j73]Elizabeth López-Lozada, Elsa Rubio-Espino, Juan Humberto Sossa Azuela, Víctor Hugo Ponce Ponce:
Selección de acciones para la navegación de un robot móvil basada en fuzzy Q-learning. Res. Comput. Sci. 149(11): 79-89 (2020) - [j72]Tonantzin Marcayda Guerrero Velázquez, Juan Humberto Sossa Azuela:
Explicación visual de la predicción de un clasificador de imágenes. Res. Comput. Sci. 149(11): 211-221 (2020) - [j71]Esther Diaz Sarmientos, Juan Humberto Sossa Azuela, Alberto Petrilli-Barceló:
Reconstrucción autónoma de un mapa métrico de una pista de competencias usando visión artificial. Res. Comput. Sci. 149(11): 223-233 (2020) - [j70]Rocio Ochoa-Montiel, Leonardo Martínez Ibarra, Humberto Sossa, Gustavo Olague:
Handcraft and Automatic Approaches for the Recognition of Leukemia Images. Res. Comput. Sci. 149(11): 271-280 (2020) - 2019
- [j69]Uriel González Escalona, Fernando Arce, Erik Zamora, Juan Humberto Sossa Azuela:
Fully Convolutional Networks for Automatic Pavement Crack Segmentation. Computación y Sistemas 23(2): 451-460 (2019) - [j68]Gerardo Hernández, Leonardo Delgado
, María del Rocío Ochoa Montiel, Erik Zamora, Juan Humberto Sossa Azuela, Aldrin Barreto-Flores, Francisco Ramos Collazo, Rosalina María de Lourdes Reyes Luna:
Estrous Cycle Classification through Automatic Feature Extraction. Computación y Sistemas 23(4) (2019) - [j67]Fernando Arce, Erik Zamora, Carolina Fócil Arias, Humberto Sossa:
Dendrite ellipsoidal neurons based on k-means optimization. Evol. Syst. 10(3): 381-396 (2019) - [j66]Roberto Rodríguez, Yasel Garcés Suárez
, Esley Torres
, Humberto Sossa, Rubén Tovar:
A vision from a physical point of view and the information theory on the image segmentation. J. Intell. Fuzzy Syst. 37(2): 2835-2845 (2019) - [j65]Manuel Mejía-Lavalle, Kevin S. Aguilar Domínguez, Humberto Sossa, Dante Mújica, Andrea Magadán Salazar:
Modelos neuronales pulsantes adaptados para el mejoramiento de luminosidad de imágenes cerebrales de gran resolución. Res. Comput. Sci. 148(7): 253-266 (2019) - [j64]Juan H. Sossa, Elsa Rubio-Espino, Víctor Hugo Ponce Ponce, Luis Eduardo Falcón:
Formulaciones para el cálculo eficiente del número de hoyos de un objeto binario 2-D. Res. Comput. Sci. 148(8): 451-461 (2019) - [j63]Diego Cruz Mondragón, Katia Santillán Álvarez, Víctor Hugo García Ortega, Juan Humberto Sossa Azuela:
Prototipo de sistema embebido para la asistencia de personas con discapacidad visual en la acera pública. Res. Comput. Sci. 148(10): 247-259 (2019) - [j62]Diana Olvera, Uriel Escalona, Humberto Sossa:
Teaching Basic Concepts: Geometric Forms and Colors on a NAO Robot Platform. Res. Comput. Sci. 148(10): 323-333 (2019) - 2018
- [j61]Fernando Arce, Erik Zamora
, Humberto Sossa
, Ricardo Barrón:
Differential evolution training algorithm for dendrite morphological neural networks. Appl. Soft Comput. 68: 303-313 (2018) - [j60]Javier Mauricio Antelis
, Berenice Gudiño-Mendoza, Luis Eduardo Falcón, Gildardo Sánchez-Ante
, Humberto Sossa
:
Dendrite morphological neural networks for motor task recognition from electroencephalographic signals. Biomed. Signal Process. Control. 44: 12-24 (2018) - [j59]Erick Cabrera
, Humberto Sossa
:
Generating exponentially stable states for a Hopfield Neural Network. Neurocomputing 275: 358-365 (2018) - [j58]Agustin Sancen-Plaza
, Raúl Santiago-Montero
, Humberto Sossa, Francisco J. Pérez-Pinal
, Juan J. Martinez-Nolasco
, José-Amelio Medina-Merodio:
Quantitative evaluation of binary digital region asymmetry with application to skin lesion detection. BMC Medical Informatics Decis. Mak. 18(1): 50:1-50:11 (2018) - [j57]Julián Jerónimo, Humberto Sossa:
Reconocimiento de objetos cuasi-planos mediante un sistema de tratamiento digital de imágenes embebido en una plataforma tipo Raspberry Pi. Res. Comput. Sci. 147(4): 159-169 (2018) - [j56]Cristina Guevara Neri, Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela:
Comparación de dos métodos para reconocimiento de dígitos manuscritos fuera de línea. Res. Comput. Sci. 147(5): 129-142 (2018) - [j55]Raúl Aguilar Figueroa, Raúl Santiago-Montero, Juan Humberto Sossa Azuela:
Estudio comparativo del reconocimiento de rostros térmicos basado en características invariantes. Res. Comput. Sci. 147(7): 215-228 (2018) - 2017
- [j54]Estela Ortiz, Manuel Mejía-Lavalle, Juan Humberto Sossa Azuela
:
Using Pulse Coupled Neural Networks to Improve Image Filtering Contaminated with Gaussian Noise. Computación y Sistemas 21(2) (2017) - [j53]Sergio Valadez-Godínez, Juan Humberto Sossa Azuela
, Raúl Santiago-Montero
:
How the Accuracy and Computational Cost of Spiking Neuron Simulation are Affected by the Time Span and Firing Rate. Computación y Sistemas 21(4) (2017) - [j52]Erik Zamora
, Humberto Sossa
:
Dendrite morphological neurons trained by stochastic gradient descent. Neurocomputing 260: 420-431 (2017) - [j51]Uriel González Escalona, Elsa Rubio-Espino, Juan Humberto Sossa Azuela:
Visión por computadora en un robot móvil tipo oruga. Res. Comput. Sci. 135: 145-157 (2017) - [j50]Federico Furlán Colón, Elsa Rubio-Espino, Juan Humberto Sossa Azuela, Víctor Hugo Ponce Ponce:
Navegación jerárquica de un robot humanoide usando redes de Petri y lógica difusa. Res. Comput. Sci. 135: 207-220 (2017) - 2016
- [j49]Yerania Campos
, Humberto Sossa
, Gonzalo Pajares
:
Spatio-temporal analysis for obstacle detection in agricultural videos. Appl. Soft Comput. 45: 86-97 (2016) - [j48]Ricardo Ocampo-Vega, Gildardo Sánchez-Ante
, Marco A. de Luna, Roberto Vega
, Luis E. Falcón-Morales, Humberto Sossa
:
Improving pattern classification of DNA microarray data by using PCA and logistic regression. Intell. Data Anal. 20(s1): S53-S67 (2016) - [j47]Valentín Osuna-Enciso
, Erik Cuevas, Diego Oliva
, Humberto Sossa
, Marco Antonio Pérez Cisneros
:
A bio-inspired evolutionary algorithm: allostatic optimisation. Int. J. Bio Inspired Comput. 8(3): 154-169 (2016) - [j46]Estela Ortiz, Manuel Mejía-Lavalle, Juan Humberto Sossa Azuela:
Uso de redes neuronales pulsantes para mejorar el filtrado de imágenes contaminadas con ruido Gaussiano. Res. Comput. Sci. 114: 45-58 (2016) - 2015
- [j45]Roberto Vega
, Gildardo Sánchez-Ante
, Luis Falcón-Morales, Humberto Sossa
, Elizabeth Guevara
:
Retinal vessel extraction using Lattice Neural Networks with dendritic processing. Comput. Biol. Medicine 58: 20-30 (2015) - [j44]Leonel Morales-Botello, Juan Humberto Sossa Azuela, Elsa Rubio-Espino:
Implementación y control de un conmutador de imágenes multifocales. Res. Comput. Sci. 91: 57-68 (2015) - 2014
- [j43]Alejandro Peña Ayala
, Humberto Sossa
, Ignacio Méndez:
Activity theory as a framework for building adaptive e-learning systems: A case to provide empirical evidence. Comput. Hum. Behav. 30: 131-145 (2014) - [j42]Juan Humberto Sossa Azuela
, Elsa Rubio-Espino, Raúl Santiago-Montero
, Alejandro López, Alejandro Peña Ayala
, Erik Valdemar Cuevas Jiménez:
Alternative formulations to compute the binary shape Euler number. IET Comput. Vis. 8(3): 171-181 (2014) - [j41]Humberto Sossa
, Elizabeth Guevara
:
Efficient training for dendrite morphological neural networks. Neurocomputing 131: 132-142 (2014) - 2013
- [j40]Erik Cuevas
, Daniel Zaldivar
, Marco Antonio Pérez Cisneros
, Humberto Sossa
, Valentín Osuna-Enciso
:
Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC). Appl. Soft Comput. 13(6): 3047-3059 (2013) - [j39]Valentín Osuna-Enciso
, Erik Cuevas
, Humberto Sossa
:
A comparison of nature inspired algorithms for multi-threshold image segmentation. Expert Syst. Appl. 40(4): 1213-1219 (2013) - [j38]José Félix Serrano-Talamantes
, Carlos Avilés-Cruz
, Juan Villegas-Cortéz
, Juan Humberto Sossa Azuela
:
Self organizing natural scene image retrieval. Expert Syst. Appl. 40(7): 2398-2409 (2013) - [j37]Laura Elena Gómez Sánchez, Juan Humberto Sossa Azuela, Ricardo Barrón, Francisco J. Cuevas, Julio F. Jiménez Vielma:
Redes neuronales dinámicas aplicadas a la recomendación musical optimizada. Polibits 47: 89-95 (2013) - 2012
- [j36]Erik Cuevas
, Felipe Sención-Echauri, Daniel Zaldivar
, Marco Antonio Pérez Cisneros
, Humberto Sossa
:
A multi-threshold segmentation approach based on Artificial Bee Colony optimization. Appl. Intell. 37(3): 321-336 (2012) - [j35]Alejandro Peña Ayala
, Juan Humberto Sossa Azuela
, Francisco Cervantes-Pérez:
Predictive student model supported by fuzzy-causal knowledge and inference. Expert Syst. Appl. 39(5): 4690-4709 (2012) - [j34]Laura Elena Gómez Sánchez, Humberto Sossa, Ricardo Barrón, Julio F. Jiménez Vielma:
A new methodology for music retrieval based on dynamic neural networks. Int. J. Hybrid Intell. Syst. 9(1): 1-11 (2012) - [j33]Erik Cuevas
, Diego Oliva
, Daniel Zaldivar
, Marco Antonio Pérez Cisneros
, Humberto Sossa
:
Circle detection using electro-magnetism optimization. Inf. Sci. 182(1): 40-55 (2012) - [j32]Julio F. Jiménez Vielma, Humberto Sossa, Francisco J. Cuevas, Laura Elena Gómez Sánchez:
Demodulation of Interferograms based on Particle Swarm Optimization. Polibits 45: 83-91 (2012) - [j31]Beatriz A. Garro, Humberto Sossa, Roberto Antonio Vázquez:
Diseño automático de redes neuronales artificiales mediante el uso del algoritmo de evolución diferencial (ED). Polibits 46: 13-27 (2012) - 2011
- [j30]Juan Humberto Sossa Azuela:
Editorial. Computación y Sistemas 14(3) (2011) - [j29]Juan Humberto Sossa Azuela:
Editorial. Computación y Sistemas 14(4) (2011) - [j28]Jesús Ariel Carrasco-Ochoa, Humberto Sossa, José Francisco Martínez Trinidad:
Editorial. Computación y Sistemas 15(2) (2011) - [j27]Roberto Antonio Vázquez
, Humberto Sossa
:
Behavioural study of median associative memory under true-colour image patterns. Neurocomputing 74(17): 2985-2997 (2011) - [j26]Roberto Rodríguez, Ana G. Suarez, Juan Humberto Sossa Azuela
:
A Segmentation Algorithm Based on an Iterative Computation of the Mean Shift Filtering. J. Intell. Robotic Syst. 63(3-4): 447-463 (2011) - 2010
- [j25]Roberto Antonio Vázquez
, Humberto Sossa
, Beatriz A. Garro:
3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory. Cogn. Comput. 2(2): 86-96 (2010) - [j24]Juan Humberto Sossa Azuela:
Editorial. Computación y Sistemas 14(1) (2010) - [j23]Juan Humberto Sossa Azuela:
Editorial. Computación y Sistemas 14(2) (2010) - 2009
- [j22]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory. Aust. J. Intell. Inf. Process. Syst. 10(3) (2009) - [j21]Roberto Antonio Vázquez, Humberto Sossa:
Associative Memories Network for Face Recognition and Object Recognition. Int. J. Comput. 8(1): 53-60 (2009) - [j20]Roberto Antonio Vázquez
, Humberto Sossa
:
Behavior of morphological associative memories with true-color image patterns. Neurocomputing 73(1-3): 225-244 (2009) - 2008
- [j19]Roberto Rodríguez, Patricio J. Castillo, Valia Guerra, Juan Humberto Sossa Azuela
, Ana G. Suarez, Ebroul Izquierdo:
A comparison between two robust techniques for segmentation of blood vessels. Comput. Biol. Medicine 38(8): 931-940 (2008) - [j18]Alejandro Peña Ayala
, Juan Humberto Sossa Azuela
, Agustin Gutiérrez:
Causal knowledge and reasoning by cognitive maps: Pursuing a holistic approach. Expert Syst. Appl. 35(1-2): 2-18 (2008) - [j17]Roberto Antonio Vázquez Espinoza de los Monteros
, Juan Humberto Sossa Azuela
:
A Bidirectional Hetero-Associative Memory for True-Color Patterns. Neural Process. Lett. 28(3): 131-153 (2008) - [j16]Roberto Antonio Vázquez Espinoza de los Monteros
, Juan Humberto Sossa Azuela
:
A New Associative Model with Dynamical Synapses. Neural Process. Lett. 28(3): 189-207 (2008) - 2007
- [j15]Alejandro Peña Ayala, Humberto Sossa, Agustin Gutiérrez:
Cognitive Maps: an Overview and their Application for Student Modeling. Computación y Sistemas 10(3) (2007) - [j14]Alain Cesar González Garcia, Juan Humberto Sossa Azuela, Edgardo Manuel Felipe Riverón, Oleksiy B. Pogrebnyak:
Image Retrieval Based on Wavelet Transform and Neural Network Classification. Computación y Sistemas 11(2) (2007) - [j13]Alejandro Canales Cruz
, Alejandro Peña Ayala
, Rubén Peredo Valderrama, Humberto Sossa
, Agustin Gutiérrez:
Adaptive and intelligent web based education system: Towards an integral architecture and framework. Expert Syst. Appl. 33(4): 1076-1089 (2007) - [j12]Benjamín Cruz, Humberto Sossa
, Ricardo Barrón:
A New Two-Level Associative Memory for Efficient Pattern Restoration. Neural Process. Lett. 25(1): 1-16 (2007) - 2005
- [j11]Juan Humberto Sossa Azuela
, Ricardo Barrón, Francisco Cuevas de la Rosa, Carlos Aguilar Ibáñez:
Associative Gray Level Pattern Processing using Binary Decomposition and alpha beta Memories. Neural Process. Lett. 22(1): 85-111 (2005) - 2004
- [j10]Carlos Aguilar Ibáñez, Miguel Santiago Suárez-Castañón, Humberto Sossa, Ricardo Barrón:
Synchronizing Hyperchaotic Maps to Encode/Decode Information. Computación y Sistemas 8(2) (2004) - 2002
- [j9]Aurelio Velázquez, Humberto Sossa, Serguei Levachkine:
Reconocimiento Eficiente de Caracteres Alfanuméricos Provenientes de Mapas Ráster por Medio de Clasificadores Neuronales. Computación y Sistemas 6(1) (2002) - 2001
- [j8]Oleksiy B. Pogrebnyak, Volodymyr I. Ponomaryov, Juan Humberto Sossa Azuela:
Combined Image Filter for Robust Fine Detail Preservation and Efficient Noise Supression. Computación y Sistemas 4(4): 306-313 (2001) - [j7]Juan Humberto Sossa Azuela
, Cornelio Yáñez-Márquez
, Juan Luis Díaz-de-León S.:
Computing geometric moments using morphological erosions. Pattern Recognit. 34(2): 271-276 (2001) - 2000
- [j6]Juan Luis Díaz-de-León S., Juan Humberto Sossa Azuela
:
Mathematical Morphology Based on Linear Combined Metric Spaces on Z2 (Part I): Fast Distance Transforms. J. Math. Imaging Vis. 12(2): 137-154 (2000) - [j5]Juan Luis Díaz-de-León S., Juan Humberto Sossa Azuela
:
Mathematical Morphology Based on Linear Combined Metric Spaces on Z2 (Part II): Constant Time Morphological Operations. J. Math. Imaging Vis. 12(2): 155-168 (2000) - 1998
- [j4]Juan Luis Díaz-de-León S., Juan Humberto Sossa Azuela
:
Automatic path planning for a mobile robot among obstacles of arbitrary shape. IEEE Trans. Syst. Man Cybern. Part B 28(3): 467-472 (1998) - 1996
- [j3]Juan Luis Díaz-de-León S., Juan Humberto Sossa Azuela
:
On the computation of the Euler number of a binary object. Pattern Recognit. 29(3): 471-476 (1996) - 1995
- [j2]Radu Horaud, Humberto Sossa
:
Polyhedral object recognition by indexing. Pattern Recognit. 28(12): 1855-1870 (1995) - 1989
- [j1]Juan Humberto Sossa Azuela
:
An improved parallel algorithm for thinning digital patterns. Pattern Recognit. Lett. 10(2): 77-80 (1989)
Conference and Workshop Papers
- 2023
- [c131]Ricardo Salvador Luna Lozoya
, Humberto de Jesús Ochoa Domínguez
, Juan Humberto Sossa Azuela
, Vianey Guadalupe Cruz Sánchez
, Osslan Osiris Vergara-Villegas
:
Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms. MCPR 2023: 231-241 - [c130]Jesús González Godoy
, Juan Humberto Sossa Azuela
:
Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial Network. MCPR 2023: 242-251 - 2022
- [c129]Leandro José Rodríguez Hernández
, Humberto de Jesús Ochoa Domínguez
, Osslan Osiris Vergara-Villegas
, Vianey Guadalupe Cruz Sánchez
, Juan Humberto Sossa Azuela
, Javier Polanco González
:
3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain. MCPR 2022: 94-104 - [c128]Samuel Omar Tovias-Alanis
, Wilfrido Gómez-Flores
, Gregorio Toscano Pulido
, Juan Humberto Sossa Azuela
:
Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification. MCPR 2022: 105-115 - [c127]Rocio Ochoa-Montiel
, Humberto Sossa
, Gustavo Olague
, Carlos Sánchez-López
:
Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3. MCPR 2022: 360-369 - 2021
- [c126]Carlos Emiliano Solórzano-Espíndola
, Erik Zamora, Humberto Sossa:
Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks. EMBC 2021: 1006-1009 - [c125]Ponciano Jorge Escamilla-Ambrosio
, Maria G. Pulido-Navarro
, Marco Antonio Ramírez Salinas
, Marco Antonio Moreno Ibarra
, Juan Humberto Sossa Azuela
:
Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution. ICSC-Cities 2021: 297-310 - [c124]Rocio Ochoa-Montiel, Gustavo Olague, Humberto Sossa:
Towards explainable artificial intelligence for the leukemia subtype recognition. LA-CCI 2021: 1-6 - [c123]Wilfrido Gómez-Flores
, Humberto Sossa
, Fernando Arce
:
Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing. MCPR 2021: 240-250 - [c122]Carlos Emiliano Solórzano-Espíndola
, Humberto Sossa
, Erik Zamora
:
A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization. MCPR 2021: 305-315 - [c121]Uriel Escalona, Erik Zamora, Humberto Sossa:
RiskIPN: Pavement Risk Database for Segmentation with Deep Learning. MICAI (1) 2021: 69-80 - 2020
- [c120]Wilfrido Gómez-Flores
, Juan Humberto Sossa Azuela
:
Towards Dendrite Spherical Neurons for Pattern Classification. MCPR 2020: 14-24 - [c119]Víctor Rubén Virgilio-González
, Humberto Sossa
, Erik Zamora
:
Vision-Based Blind Spot Warning System by Deep Neural Networks. MCPR 2020: 185-194 - [c118]Elizabeth López-Lozada
, Elsa Rubio-Espino
, Juan Humberto Sossa Azuela
, Víctor Hugo Ponce Ponce
:
Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios. MICAI (2) 2020: 472-485 - [c117]Alonso Medina Cortes, Magdalena Saldaña Pérez
, Juan Humberto Sossa Azuela, Miguel Torres Ruiz
, Marco Moreno-Ibarra
:
An Application of Deep Neural Network for Robbery Evidence Using Face Recognition Approach. RIIFORUM 2020: 23-36 - 2019
- [c116]Carlos Daniel Virgilio Gonzalez
, Humberto Sossa, Javier Mauricio Antelis
, Luis Eduardo Falcón:
Motor Imagery Task Classification in EEG Signals with Spiking Neural Network. MCPR 2019: 14-24 - [c115]Fernando Arce, Omar Mendoza-Montoya
, Erik Zamora, Javier Mauricio Antelis
, Humberto Sossa, Jessica Cantillo-Negrete
, Ruben I. Carino-Escobar, Luis G. Hernández
, Luis Eduardo Falcón:
Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification. MCPR 2019: 80-88 - [c114]Federico Furlán Colón
, Elsa Rubio-Espino, Humberto Sossa, Víctor Hugo Ponce Ponce
:
Rock Detection in a Mars-Like Environment Using a CNN. MCPR 2019: 149-158 - [c113]Rocio Ochoa-Montiel, O. Flores-Castillo, Humberto Sossa, Gustavo Olague
:
Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification. MCPR 2019: 282-291 - [c112]Gerardo Hernández, Luis G. Hernández
, Erik Zamora, Humberto Sossa, Javier Mauricio Antelis
, Omar Mendoza-Montoya
, Luis Eduardo Falcón:
Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals. MCPR 2019: 389-397 - [c111]Jacobo E. Cruz-Silva
, Jesús Yaljá Montiel-Pérez, Juan Humberto Sossa Azuela:
3-D Human Body Posture Reconstruction by Computer Vision. MICAI 2019: 579-588 - [c110]Humberto Sossa, Elsa Rubio-Espino, Víctor Hugo Ponce Ponce
, Hermilo Sánchez-Cruz
:
Vertex Codification Applied to 3-D Binary Image Euler Number Computation. MICAI 2019: 701-713 - 2018
- [c109]Gerardo Hernández, Erik Zamora, Humberto Sossa:
Morphological-Linear Neural Network. FUZZ-IEEE 2018: 1-6 - [c108]Guillermo Puriel-Gil, Wen Yu
, Humberto Sossa:
Reinforcement Learning Compensation based PD Control for Inverted Pendulum. CCE 2018: 1-6 - [c107]Osvaldo A. Tapia-Dueñas, Hermilo Sánchez-Cruz
, Hiram H. López
, Humberto Sossa:
Coding 3D Connected Regions with F26 Chain Code. MICAI (2) 2018: 3-14 - [c106]Joel García, Erik Zamora, Humberto Sossa:
Supervised and Unsupervised Neural Networks: Experimental Study for Anomaly Detection in Electrical Consumption. MICAI (1) 2018: 98-109 - [c105]Carlos Daniel Virgilio Gonzalez
, Juan Humberto Sossa Azuela, Javier Mauricio Antelis
:
Artificial Neural Networks and Common Spatial Patterns for the Recognition of Motor Information from EEG Signals. MICAI (1) 2018: 110-122 - [c104]Carlos Daniel Virgilio Gonzalez
, Juan Humberto Sossa Azuela, Elsa Rubio-Espino, Víctor Hugo Ponce Ponce
:
Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models. MICAI (1) 2018: 123-135 - [c103]Fernando Arce, Erik Zamora
, Gerardo Hernández, Javier Mauricio Antelis
, Humberto Sossa:
Recognizing Motor Imagery Tasks Using Deep Multi-Layer Perceptrons. MLDM (2) 2018: 468-482 - 2017
- [c102]Fernando Arce, Erik Zamora
, Humberto Sossa
:
Dendrite Ellipsoidal Neuron. IJCNN 2017: 795-802 - [c101]Erick De la Rosa, Wen Yu
, Humberto Sossa
:
Fuzzy Modeling from Black-Box Data with Deep Learning Techniques. ISNN (1) 2017: 304-312 - [c100]Gerardo Hernández, Erik Zamora
, Humberto Sossa
:
Comparing Deep and Dendrite Neural Networks: A Case Study. MCPR 2017: 32-41 - [c99]Sergio Valadez-Godínez, Javier González, Humberto Sossa
:
Efficient Pattern Recognition Using the Frequency Response of a Spiking Neuron. MCPR 2017: 53-62 - [c98]Leonardo Delgado
, Gerardo Hernández, Erik Zamora
, Humberto Sossa
, Aldrin Barreto-Flores, Francisco Ramos Collazo, Rosalina Reyes:
Classification of the estrous cycle through texture and shape features. SSCI 2017: 1-7 - 2016
- [c97]Yerania Campos
, Erik Rodner
, Joachim Denzler, Humberto Sossa
, Gonzalo Pajares
:
Vegetation Segmentation in Cornfield Images Using Bag of Words. ACIVS 2016: 193-204 - [c96]Humberto Sossa:
On the Computation of the Number of Bubbles and Tunnels of a 3-D Binary Object. ICPRAM 2016: 17-23 - [c95]Humberto Sossa
, Hermilo Sánchez-Cruz
:
Computing the Number of Bubbles and Tunnels of a 3-D Binary Object. ICPRAM (Revised Selected Papers) 2016: 194-211 - [c94]Humberto Sossa
, Ángel Carreón, Elizabeth Guevara
, Raúl Santiago-Montero:
Computing the 2-D image euler number by an Artificial Neural Network. IJCNN 2016: 1609-1616 - [c93]Humberto Sossa
, Ángel Carreón, Raúl Santiago-Montero:
Training a Multilayered Perceptron to Compute the Euler Number of a 2-D Binary Image. MCPR 2016: 44-53 - [c92]Ricardo Ocampo-Vega, Gildardo Sánchez-Ante
, Luis E. Falcón-Morales, Humberto Sossa
:
Automatic Construction of Radial-Basis Function Networks Through an Adaptive Partition Algorithm. MCPR 2016: 198-207 - [c91]Berenice Gudiño-Mendoza, Humberto Sossa
, Gildardo Sánchez-Ante
, Javier Mauricio Antelis
:
Classification of Motor States from Brain Rhythms Using Lattice Neural Networks. MCPR 2016: 303-312 - [c90]Juan Humberto Sossa Azuela
, Ángel Carreón, Raúl Santiago-Montero
, Ernesto Bribiesca-Correa
, Alberto Petrilli-Barceló
:
Efficient Computation of the Euler Number of a 2-D Binary Image. MICAI (1) 2016: 401-413 - [c89]Fernando Arce, Erik Zamora
, Humberto Sossa
, Ricardo Barrón:
Dendrite Morphological Neural Networks trained by Differential Evolution. SSCI 2016: 1-8 - [c88]Erik Zamora
, Humberto Sossa
:
Dendrite morphological neurons trained by stochastic gradient descent. SSCI 2016: 1-8 - 2015
- [c87]Leonardo Ojeda, Roberto Vega
, Luis Eduardo Falcón, Gildardo Sánchez-Ante
, Humberto Sossa
, Javier Mauricio Antelis
:
Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing. MCPR 2015: 23-32 - [c86]Carlos Garibay, Gildardo Sánchez-Ante
, Luis Falcón-Morales, Humberto Sossa
:
Modified Binary Inertial Particle Swarm Optimization for Gene Selection in DNA Microarray Data. MCPR 2015: 271-281 - [c85]Sergio Valadez, Humberto Sossa
, Raúl Santiago-Montero
, Elizabeth Guevara
:
Encoding Polysomnographic Signals into Spike Firing Rate for Sleep Staging. MCPR 2015: 282-291 - [c84]Humberto Sossa
:
On the number of holes of a 2-D binary object. MVA 2015: 299-302 - 2014
- [c83]Ricardo Ocampo-Vega, Marco A. de Luna, Roberto Vega, Gildardo Sánchez-Ante
, Luis Falcón-Morales, Humberto Sossa:
Pattern Analysis in DNA Microarray Data through PCA-Based Gene Selection. CIARP 2014: 532-539 - [c82]Humberto Sossa, Griselda Cortés, Elizabeth Guevara
:
New Radial Basis Function Neural Network Architecture for Pattern Classification: First Results. CIARP 2014: 706-713 - 2013
- [c81]Humberto Sossa
, Elizabeth Guevara
:
Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data. HAIS 2013: 304-313 - [c80]Humberto Sossa
, Elizabeth Guevara
:
Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition. MCPR 2013: 314-324 - [c79]Ricardo Ocampo-Vega, Gildardo Sánchez-Ante
, Luis Falcón-Morales, Humberto Sossa
:
Image Processing for Automatic Reading of Electro-Mechanical Utility Meters. MICAI (Special Sessions) 2013: 164-170 - [c78]Roberto Vega
, Elizabeth Guevara
, Luis Eduardo Falcón, Gildardo Sánchez-Ante
, Humberto Sossa
:
Blood Vessel Segmentation in Retinal Images Using Lattice Neural Networks. MICAI (1) 2013: 532-544 - 2012
- [c77]Humberto Sossa, Beatriz A. Garro, Juan Villegas-Cortéz
, Gustavo Olague
, Carlos Avilés-Cruz:
Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories. EVOLVE 2012: 285-297 - [c76]Valentín Osuna-Enciso, Erik Cuevas, Humberto Sossa:
Segmentation of Blood Cell Images Using Evolutionary Methods. EVOLVE 2012: 299-311 - [c75]Erik Cuevas, Humberto Sossa, Valentín Osuna-Enciso
, Daniel Zaldivar, Marco Antonio Pérez Cisneros:
Fast Circle Detection Using Harmony Search Optimization. EVOLVE 2012: 313-325 - [c74]Julio F. Jiménez Vielma, Humberto Sossa, Francisco J. Cuevas:
Particle Swarm Optimization Applied to Interferogram Demodulation. EVOLVE 2012: 327-337 - [c73]Humberto Sossa
, Beatriz A. Garro, Juan Villegas-Cortéz
, Carlos Avilés-Cruz
, Gustavo Olague
:
Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration. MCPR 2012: 23-34 - 2011
- [c72]Beatriz A. Garro, Humberto Sossa
, Roberto Antonio Vázquez
:
Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm. IEEE Congress on Evolutionary Computation 2011: 331-338 - [c71]Beatriz A. Garro, Humberto Sossa
, Roberto Antonio Vázquez
:
Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization. ICSI (1) 2011: 447-454 - 2010
- [c70]Juan Villegas-Cortéz
, Gustavo Olague
, Carlos Avilés-Cruz
, Humberto Sossa, Andrés Ferreyra
:
Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach. EvoApplications (1) 2010: 344-351 - [c69]Julio F. Jiménez Vielma, Francisco J. Cuevas, Juan Humberto Sossa Azuela
, Laura Elena Gómez Sánchez:
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization. HAIS (1) 2010: 40-47 - [c68]Roberto Antonio Vázquez
, Humberto Sossa
, Beatriz A. Garro:
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition. HAIS (1) 2010: 376-384 - [c67]Roberto Antonio Vázquez
, Humberto Sossa
:
Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns. HAIS (2) 2010: 418-428 - [c66]Beatriz A. Garro, Humberto Sossa
, Roberto Antonio Vázquez
:
Design of Artificial Neural Networks Using Differential Evolution Algorithm. ICONIP (2) 2010: 201-208 - [c65]J. Felix Serrano, Carlos Avilés-Cruz
, Humberto Sossa
, Juan Villegas-Cortéz
, Gustavo Olague
:
Unsupervised Image Retrieval with Similar Lighting Conditions. ICPR 2010: 4368-4371 - [c64]Julio F. Jiménez Vielma, Francisco J. Cuevas, Juan Humberto Sossa Azuela
, Laura Elena Gómez Sánchez:
Fringe-Pattern Demodulation Using a Parametric Method Based on Differential Evolution. MCPR 2010: 61-70 - [c63]Alejandro Peña Ayala
, Humberto Sossa
:
Semantic Representation and Management of Student Models: An Approach to Adapt Lecture Sequencing to Enhance Learning. MICAI (1) 2010: 175-186 - [c62]Laura Elena Gómez Sánchez, Humberto Sossa
, Ricardo Barrón, Julio F. Jiménez Vielma:
Dynamic Neural Networks Applied to Melody Retrieval. MICAI (2) 2010: 269-279 - 2009
- [c61]Benjamín Cruz, Ricardo Barrón, Humberto Sossa
:
A New Unsupervised Learning for Clustering Using Geometric Associative Memories. CIARP 2009: 239-246 - [c60]J. Felix Serrano, Juan Humberto Sossa Azuela
, Carlos Avilés-Cruz
, Ricardo Barrón, Gustavo Olague
, Juan Villegas-Cortéz
:
Scene Retrieval of Natural Images. CIARP 2009: 774-781 - [c59]Beatriz Aurora Garro Licon, Juan Humberto Sossa Azuela
, Roberto Antonio Vázquez
:
Design of artificial neural networks using a modified Particle Swarm Optimization algorithm. IJCNN 2009: 938-945 - [c58]Roberto Antonio Vázquez
, Humberto Sossa
:
Morphological auto-associative memories applied to true-color image patterns. IJCNN 2009: 3196-3203 - [c57]Roberto Antonio Vázquez
, Humberto Sossa
:
Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns. ISNN (3) 2009: 520-529 - [c56]Benjamín Cruz, Humberto Sossa
, Ricardo Barrón:
Geometric Associative Processing Applied to Pattern Classification. ISNN (2) 2009: 977-985 - 2008
- [c55]Roberto Antonio Vázquez
, Juan Humberto Sossa Azuela
:
Hetero-Associative Memories for Voice Signal and Image Processing. CIARP 2008: 659-666 - [c54]Roberto Antonio Vázquez
, Humberto Sossa
:
Associative Memories Applied to Pattern Recognition. ICANN (2) 2008: 111-120 - [c53]Norberto Flores-Guzman
, Juan Humberto Sossa Azuela
, Rocky Bizuet-Garcia:
A Decision and Communication Management Methodology for embedded Multi- smart Camera systems, applied to real-time inspection in lamps production. ICDSC 2008: 1-10 - [c52]Roberto Antonio Vázquez
, Juan Humberto Sossa Azuela
, Beatriz A. Garro:
The Role of the Infant Vision System in 3D Object Recognition. ICONIP (2) 2008: 800-807 - [c51]Roberto Antonio Vázquez, Humberto Sossa:
Voice Translator Based on Associative Memories. ISNN (2) 2008: 341-350 - [c50]Benjamín Cruz, Ricardo Barrón, Juan Humberto Sossa Azuela:
Pattern Classification Based on Conformal Geometric Algebra and Optimization Techniques. MICAI 2008: 273-283 - 2007
- [c49]Roberto Antonio Vázquez, Humberto Sossa:
A new model of associative memories network. ANNIIP 2007: 3-12 - [c48]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories. CIARP 2007: 437-446 - [c47]Ricardo Barrón, Humberto Sossa, Benjamín Cruz:
A New Algorithm for Training Multi-layered Morphological Networks. CIARP 2007: 546-555 - [c46]Roberto Antonio Vázquez
, Juan Humberto Sossa Azuela
:
Random Features Applied to Face Recognition. ENC 2007: 47-51 - [c45]Humberto Sossa, Ricardo Barrón, Roberto Antonio Vázquez:
Study of the Influence of Noise in the Values of a Median Associative Memory. ICANNGA (2) 2007: 55-62 - [c44]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
Low Frequency Response and Random Feature Selection Applied to Face Recognition. ICIAR 2007: 818-830 - [c43]Alejandro Peña Ayala
, Humberto Sossa, Francisco Gutiérrez:
Ontology Agent Based Rule Base Fuzzy Cognitive Maps. KES-AMSTA 2007: 328-337 - [c42]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
3D Object Recognition Based on Low Frequency Response and Random Feature Selection. MICAI 2007: 694-704 - [c41]Alain C. Gonzalez, Juan Humberto Sossa Azuela
, Edgardo Manuel Felipe Riverón:
Image Retrieval based on Wavelet Computation and Neural Network Classification. WIAMIS 2007: 44 - 2006
- [c40]Carlos Aguilar Ibáñez, Octavio F. Gutierrez, Juan Humberto Sossa Azuela:
Control of the Furuta Pendulum by using a Lyapunov function. CDC 2006: 6128-6132 - [c39]Carlos Aguilar Ibáñez, F. Octavio Gutierrez, Juan Humberto Sossa Azuela:
Lyapunov Approach for the stabilization of the Inverted Spherical Pendulum. CDC 2006: 6133-6137 - [c38]Roberto Antonio Vázquez, Humberto Sossa:
Associative Memories Applied to Image Categorization. CIARP 2006: 549-558 - [c37]Francisco J. Cuevas, N. Alcalá, L. E. Toledo, Juan Humberto Sossa Azuela:
Optical discontinuous fringe metrology by using a genetic algorithm. Computational Intelligence 2006: 298-301 - [c36]Alejandro Peña Ayala, Humberto Sossa, Agustin Gutiérrez:
Cognitive Maps-Based Student Model. ICCE 2006: 643-644 - [c35]Alain C. Gonzalez, Juan Humberto Sossa Azuela
, Edgardo Manuel Felipe Riverón, Oleksiy B. Pogrebnyak:
Wavelet transforms and neural networks applied to image retrieval. ICPR (2) 2006: 909-912 - [c34]Roberto Antonio Vázquez, Humberto Sossa, Beatriz A. Garro:
A New Bi-directional Associative Memory. MICAI 2006: 367-380 - [c33]Alain C. Gonzalez, Juan Humberto Sossa Azuela, Edgardo Manuel Felipe Riverón, Oleksiy B. Pogrebnyak:
Histograms, Wavelets and Neural Networks Applied to Image Retrieval. MICAI 2006: 820-827 - 2005
- [c32]Humberto Sossa
, Ricardo Barrón:
Median Associative Memories: New Results. CIARP 2005: 1036-1046 - [c31]Alejandro Peña Ayala
, Humberto Sossa, Agustin Gutiérrez:
Knowledge and Reasoning Supported by Cognitive Maps. MICAI 2005: 41-50 - [c30]Roberto Antonio Vázquez, Humberto Sossa, Ricardo Barrón:
Invariant Descriptions and Associative Processing Applied to Object Recognition Under Occlusions. MICAI 2005: 318-327 - 2004
- [c29]Juan Humberto Sossa Azuela, Ricardo Barrón, Francisco Cuevas de la Rosa, Carlos Aguilar Ibáñez, Héctor Cortés:
Extended Associative Memories for Recalling Gray Level Patterns.. CIARP 2004: 187-194 - [c28]Juan Humberto Sossa Azuela, Ricardo Barrón, Roberto Antonio Vázquez:
New Associative Memories to Recall Real-Valued Patterns. CIARP 2004: 195-202 - [c27]Juan Humberto Sossa Azuela, Jan Flusser:
Refined Method for the Fast and Exact Computation of Moment Invariants. CIARP 2004: 487-494 - [c26]Humberto Sossa
, Ricardo Barrón, José Luis Oropeza Rodríguez, Cortes Cortes:
Associative Memory Based Real-Valued Pattern Recall. ENC 2004: 206-212 - [c25]Humberto Sossa
, Ricardo Barrón, Roberto Antonio Vázquez
:
Real-Valued Pattern Classification Based on Extended Associative Memory. ENC 2004: 213-219 - [c24]Juan Humberto Sossa Azuela, Ricardo Barrón, José Luis Oropeza Rodríguez:
Real-Valued Pattern Recall by Associative Memory. IBERAMIA 2004: 646-655 - [c23]Juan Humberto Sossa Azuela, Ricardo Barrón, Francisco Cuevas de la Rosa, Carlos Aguilar Ibáñez, Héctor Cortés:
Binary Associative Memories Applied to Gray Level Pattern Recalling. IBERAMIA 2004: 656-666 - [c22]Juan Humberto Sossa Azuela, Ricardo Barrón, Roberto Antonio Vázquez:
Transforming Fundamental Set of Patterns to a Canonical Form to Improve Pattern Recall. IBERAMIA 2004: 687-696 - 2003
- [c21]Ricardo Barrón, Juan Humberto Sossa Azuela, Héctor Cortés:
Morphological Neural Networks with Dendrite Computation: A Geometrical Approach. CIARP 2003: 588-595 - [c20]Humberto Sossa
, Antonio Villasenor, Juan L. Olguin, Francisco A. Toscano:
SISREC: A System for Image Retrieval. ENC 2003: 96-100 - [c19]Juan Humberto Sossa Azuela
, Giovanni Guzmán
, Oleksiy B. Pogrebnyak, Francisco Cuevas de la Rosa:
Object Counting without Conglomerate Separation. ENC 2003: 216-220 - [c18]Humberto Sossa, Ricardo Barrón:
New Associative Model for Pattern Recall in the Presence of Mixed Noise. SIP 2003: 485-490 - 2002
- [c17]Jesús A. Martínez Nuño, Juan Humberto Sossa Azuela:
Feature Matching Using Accumulation Spaces. MICAI 2002: 61-68 - [c16]Patricia Rayón Villela, Juan Humberto Sossa Azuela:
Improving Pattern Recognition Using Several Feature Vectors. MICAI 2002: 282-291 - [c15]Juan Humberto Sossa Azuela, Francisco Cuevas de la Rosa, Héctor Benitez:
Efficient Computation of 3-D Moments in Terms of an Object's Partition. SSPR/SPR 2002: 301-309 - [c14]Juan Humberto Sossa Azuela, Aurelio Velázquez, Serguei Levachkine:
On the Segmentation of Color Cartographic Images. SSPR/SPR 2002: 387-395 - 2001
- [c13]Juan Humberto Sossa Azuela, Giovanni Guzmán Lugo, Rafael Sotelo Rangel:
Counting the number of blobs in an image. ICIP (1) 2001: 1086-1089 - 2000
- [c12]Juan Humberto Sossa Azuela, Giovanni Guzmán
:
New Method to Count Objects into an Image. ICPR 2000: 1470-1473 - [c11]Patricia Rayón Villela, Juan Humberto Sossa Azuela:
Object Recognition by Indexing Using Neural Networks. ICPR 2000: 6001-6004 - [c10]Patricia Rayón Villela, Juan Humberto Sossa Azuela
:
A Procedure to Select the Vigilance Threshold for the ART2 for Supervised and Unsupervised Training. MICAI 2000: 389-400 - 1999
- [c9]Leopoldo Gonzalez-Santos, Rafael R. Rojas, Juan Humberto Sossa Azuela, Fernando A. Barrios:
MRI segmentation based on region growing with robust estimation. Medical Imaging: Image Processing 1999 - 1998
- [c8]Raúl Pinto-Elías, Juan Humberto Sossa Azuela:
Human Face Identification Using Invariant Descriptions and a Genetic Algorithm. IBERAMIA 1998: 293-302 - [c7]Raúl Pinto-Elías
, Juan Humberto Sossa Azuela:
Automatic facial feature detection and location. ICPR 1998: 1360-1364 - [c6]Juan Humberto Sossa Azuela, A. E. de León-Gutierrez:
Recognizing Partially Visible 2-D Non-rigid Wire-Shapes. SSPR/SPR 1998: 374-381 - 1996
- [c5]Humberto Sossa, Amparo Palomino:
Model-based recognition of planar objects using geometric invariants. ICIP (3) 1996: 603-606 - [c4]Juan Humberto Sossa Azuela, Juan Luis Díaz-de-León S.:
Recognizing 2-D Rigid and Non-Rigid Wire-Shapes. SSPR 1996: 300-309 - 1995
- [c3]Humberto Sossa, Patricia Rayón Villela, J. Figueroa-Nazuno:
Recognizing polyhedral objects using neural networks. ICNN 1995: 2157-2161 - 1992
- [c2]Humberto Sossa, Radu Horaud:
Model indexing: the graph-hashing approach. CVPR 1992: 811-814 - [c1]Humberto Sossa, Radu Horaud:
Model Indexing Based on a Graph-Theoretic Approach. ECAI 1992: 826-828
Parts in Books or Collections
- 2014
- [p3]Alejandro Peña Ayala
, Juan Humberto Sossa Azuela
:
Decision Making by Rule-Based Fuzzy Cognitive Maps: An Approach to Implement Student-Centered Education. Fuzzy Cognitive Maps for Applied Sciences and Engineering 2014: 107-120 - 2012
- [p2]Juan Villegas-Cortéz
, Gustavo Olague, Humberto Sossa, Carlos Avilés-Cruz
:
Evolutionary Associative Memories through Genetic Programming. Parallel Architectures and Bioinspired Algorithms 2012: 171-188 - 2010
- [p1]Benjamín Cruz, Ricardo Barrón, Humberto Sossa
:
Geometric Associative Memories and Their Applications to Pattern Classification. Geometric Algebra Computing 2010: 211-230
Editorship
- 2022
- [e3]Osslan Osiris Vergara-Villegas
, Vianey Guadalupe Cruz Sánchez
, Juan Humberto Sossa Azuela
, Jesús Ariel Carrasco-Ochoa
, José Francisco Martínez Trinidad
, José Arturo Olvera-López
:
Pattern Recognition - 14th Mexican Conference, MCPR 2022, Ciudad Juárez, Mexico, June 22-25, 2022, Proceedings. Lecture Notes in Computer Science 13264, Springer 2022, ISBN 978-3-031-07749-4 [contents] - 2015
- [e2]Jesús Ariel Carrasco-Ochoa
, José Francisco Martínez Trinidad
, Juan Humberto Sossa Azuela
, José Arturo Olvera-López, Fazel Famili:
Pattern Recognition - 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings. Lecture Notes in Computer Science 9116, Springer 2015, ISBN 978-3-319-19263-5 [contents] - 2004
- [e1]Raúl Monroy, Gustavo Arroyo-Figueroa, Luis Enrique Sucar, Juan Humberto Sossa Azuela:
MICAI 2004: Advances in Artificial Intelligence, Third Mexican International Conference on Artificial Intelligence, Mexico City, Mexico, April 26-30, 2004, Proceedings. Lecture Notes in Computer Science 2972, Springer 2004, ISBN 3-540-21459-3 [contents]
Reference Works
- 2009
- [r1]Roberto Antonio Vázquez, Humberto Sossa:
Bioinspired Associative Memories. Encyclopedia of Artificial Intelligence 2009: 248-255
Informal and Other Publications
- 2023
- [i7]Radu Horaud, Humberto Sossa:
Polyhedral Object Recognition by Indexing. CoRR abs/2311.12641 (2023) - 2014
- [i6]Erik Cuevas, Felipe Sención-Echauri, Daniel Zaldivar, Marco Antonio Pérez Cisneros, Humberto Sossa:
A Multi-threshold Segmentation Approach Based on Artificial Bee Colony Optimization. CoRR abs/1405.7229 (2014) - [i5]Valentín Osuna-Enciso, Erik Cuevas, Humberto Sossa:
A Comparison of Nature Inspired Algorithms for Multi-threshold Image Segmentation. CoRR abs/1405.7406 (2014) - [i4]Erik Cuevas, Diego Oliva, Daniel Zaldivar, Marco Antonio Pérez Cisneros, Humberto Sossa:
Circle detection using electro-magnetism optimization. CoRR abs/1406.0023 (2014) - [i3]Daniel Zaldivar, Erik Cuevas, Marco Antonio Pérez Cisneros, Juan Humberto Sossa Azuela, Jose G. Rodriguez, Edgar O. Palafox:
An Educational Fuzzy-based Control platform using LEGO Robots. CoRR abs/1406.3602 (2014) - [i2]Erik Cuevas, Daniel Zaldivar, Marco Antonio Pérez Cisneros, Humberto Sossa, Valentín Osuna-Enciso:
Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC). CoRR abs/1407.0061 (2014) - 2013
- [i1]Roberto Rodríguez, Esley Torres
, Yasel Garcés Suárez, Osvaldo Pereira, Humberto Sossa:
A new stopping criterion for the mean shift iterative algorithm. CoRR abs/1311.2014 (2013)
Coauthor Index
aka: Ricardo Barrón Fernández
aka: Beatriz Aurora Garro Licon
aka: Erik Cuevas
aka: Rocio Ochoa-Montiel
aka: Roberto Antonio Vázquez Espinoza de los Monteros
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
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