Miguel González-Mendoza

ORCID

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 54

Top Venues

INSA Toulouse, France (PHD)

Education History

INSA Toulouse, France

PHD

Publications

Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Joaquim Casal, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods. CoRR (2022)
Gilberto Ochoa-Ruiz, Vincent Estrade, Francisco Lopez, Daniel Flores-Araiza, Jonathan El Beze, Dinh Hoan Trinh, Miguel González-Mendoza, Pascal Eschwege, Jacques Hubert, Christian Daul
On the in vivo recognition of kidney stones using machine learning. CoRR (2022)
Yoanna Martínez-Díaz, Heydi Méndez-Vázquez, Luis S. Luevano, Miguel Nicolás-Díaz, Leonardo Chang, Miguel González-Mendoza
Towards Accurate and Lightweight Masked Face Recognition: An Experimental Evaluation. IEEE Access 10 (2022)
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
Comparing ML based Segmentation Models on Jet Fire Radiation Zone. CoRR (2021)
J. F. Ciprián-Sánchez, Gilberto Ochoa-Ruiz, Miguel González-Mendoza, Lucile Rossi
Assessing the applicability of Deep Learning-based visible-infrared fusion methods for fire imagery. CoRR (2021)
Cuauhtemoc Daniel Suarez-Ramirez, Miguel González-Mendoza, Leonardo Chang-Fernandez, Gilberto Ochoa-Ruiz, Mario Alberto Duran-Vega
A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks. CoRR (2021)
Benjamin Mario Sainz-Tinajero, Dachely Otero-Argote, Carmen Elisa Orozco-Mora, Miguel González-Mendoza
Facing a Pandemic: A COVID-19 Time Series Analysis of Vaccine Impact. MICAI (1) (2021)
Carmina Pérez-Guerrero, Adriana Palacios, Gilberto Ochoa-Ruiz, Christian Mata, Miguel González-Mendoza, Luis Eduardo Falcón-Morales
Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones. MICAI (1) (2021)
Cuauhtemoc Daniel Suarez-Ramirez, Miguel González-Mendoza, Leonardo Chang, Gilberto Ochoa-Ruiz, Mario Alberto Duran-Vega
A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks. CVPR Workshops (2021)
Jairo Enrique Ramírez Sánchez, Arely Anguiano Rodríguez, Miguel González-Mendoza
Real-Time Mexican Sign Language Interpretation Using CNN and HMM. MICAI (1) (2021)
Andrés Alberto López Esquivel, Miguel González-Mendoza, Leonardo Chang, Antonio Marín-Hernández
Real Time Distraction Detection by Facial Attributes Recognition. MICAI (1) (2021)
Clarissa Miranda-Peña, Hector G. Ceballos, Laura Hervert-Escobar, Miguel González-Mendoza
Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach. ICCS (6) (2021)
Yoanna Martínez-Díaz, Miguel Nicolás-Díaz, Heydi Méndez-Vázquez, Luis S. Luevano, Leonardo Chang, Miguel González-Mendoza, Luis Enrique Sucar
Benchmarking lightweight face architectures on specific face recognition scenarios. Artif. Intell. Rev. 54 (8) (2021)
Luis S. Luevano, Leonardo Chang, Heydi Méndez-Vázquez, Yoanna Martínez-Díaz, Miguel González-Mendoza
A Study on the Performance of Unconstrained Very Low Resolution Face Recognition: Analyzing Current Trends and New Research Directions. IEEE Access 9 (2021)
Cuauhtemoc Daniel Suarez-Ramirez, Mario Alberto Duran-Vega, Héctor M. Sánchez C., Miguel González-Mendoza, Leonardo Chang, John M. Marshall
Deep Learning Architectures Applied to Mosquito Count Regressions in US Datasets. MICAI (1) (2021)
Mario Alberto Duran-Vega, Miguel González-Mendoza, Leonardo Chang, Cuauhtemoc Daniel Suarez-Ramirez
TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video. CoRR (2021)
Yoanna Martínez-Díaz, Heydi Méndez-Vázquez, Luis S. Luevano, Leonardo Chang, Miguel González-Mendoza
Lightweight Low-Resolution Face Recognition for Surveillance Applications. ICPR (2020)
Leon Alberne Torres Restrepo, Alicia Martínez Rebollar, Miguel González-Mendoza, Hugo Estrada-Esquivel, Fabio Alberto Vargas Agudelo
Method for Introducing IoT Project Development Using Free Software Tools. Res. Comput. Sci. 149 (12) (2020)
Alicia Martínez Rebollar, Miguel González-Mendoza, Hugo Estrada-Esquivel, Wilfrido Campos-Francisco, Virginia Ortiz
Automatic Detection of Social Isolation based on Human behavior Analysis. Computación y Sistemas 24 (4) (2020)
Emmanuel Byrd, Miguel González-Mendoza, Leonardo Chang
Exploitation of Deaths Registry in Mexico to Estimate the Total Deaths by Influenza Virus: A Preparation to Estimate the Advancement of COVID-19. MICAI (1) (2020)
Leonardo Chang, Airel Pérez Suárez, Miguel González-Mendoza
Effective and Generalizable Graph-Based Clustering for Faces in the Wild. Comput. Intell. Neurosci. 2019 (2019)
Oscar Herrera-Alcántara, Miguel González-Mendoza, Jaime Navarro-Fuentes, Víctor A. Cruz-Barriguete
Inverse formulas of length twelve parameterized orthogonal wavelets. J. Intell. Fuzzy Syst. 36 (5) (2019)
Roberto Carlos Vazquez-Nava, Miguel González-Mendoza, Oscar Herrera-Alcántara, Neil Hernández-Gress
Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning Models. MICAI (2019)
Oscar Herrera-Alcántara, Miguel González-Mendoza
Correction to: Inverse formulas of parameterized orthogonal wavelets. Computing 101 (3) (2019)
Oscar Herrera-Alcántara, Ari Yair Barrera-Animas, Miguel González-Mendoza, Félix Castro-Espinoza
Monitoring Student Activities with Smartwatches: On the Academic Performance Enhancement. Sensors 19 (7) (2019)
María de Lourdes Martínez-Villaseñor, Hiram Ponce, Miguel González-Mendoza
Fuzzy aggregation of similarity values for electronic health record interoperability. J. Intell. Fuzzy Syst. 36 (2) (2019)
Yoanna Martínez-Díaz, Luis S. Luevano, Heydi Mendez Vazquez, Miguel Nicolás-Díaz, Leonardo Chang, Miguel González-Mendoza
ShuffleFaceNet: A Lightweight Face Architecture for Efficient and Highly-Accurate Face Recognition. ICCV Workshops (2019)
Fernando Camarena, Leonardo Chang, Miguel González-Mendoza
Improving the Dense Trajectories Approach Towards Efficient Recognition of Simple Human Activities. IWBF (2019)
Cesar J. Montiel Moctezuma, Jaime Mora-Vargas, Miguel González-Mendoza
Solving Dynamic Combinatorial Optimization Problems Using a Probabilistic Distribution as Self-adaptive Mechanism in a Genetic Algorithm. MICAI (2019)
Edoardo Bucheli-Susarrey, Miguel González-Mendoza, Oscar Herrera-Alcántara
Detección de comandos de voz con modelos compactos de aprendizaje profundo. Res. Comput. Sci. 148 (7) (2019)
Joanna Alvarado-Uribe, Andrea Gómez-Oliva, Ari Yair Barrera-Animas, Germán Molina, Miguel González-Mendoza, María Concepción Parra-Meroño, Antonio J. Jara
HyRA: A Hybrid Recommendation Algorithm Focused on Smart POI. Ceutí as a Study Scenario. Sensors 18 (3) (2018)
Nisim Hurst Tarrab, Leonardo Chang, Miguel González-Mendoza
Recopilación de bases de datos de estacionamientos para aplicaciones en visión computacional. Res. Comput. Sci. 147 (7) (2018)
Tomas Aliaga, Hugo Estrada, Miguel González-Mendoza, Daniele Pizzolli
SMARTSDK - A FIWARE-Based Software Development Kit for Smart Applications for the Needs of Europe and Mexico. ESOCC Workshops (2018)
Ricardo Acevedo-Avila, Miguel González-Mendoza, Andrés García-García
A Statistical Background Modeling Algorithm for Real-Time Pixel Classification. Computación y Sistemas 22 (3) (2018)
Fernando Camarena, Leonardo Chang, Miguel González-Mendoza
Mejoras al algoritmo de trayectorias densas para el reconocimiento de acciones en video. Res. Comput. Sci. 147 (7) (2018)
Ivan Adrian Lopez Sanchez, Jaime Mora-Vargas, Cipriano A. Santos, Miguel González-Mendoza, Cesar J. Montiel Moctezuma
Solving binary cutting stock with matheuristics using particle swarm optimization and simulated annealing. Soft Comput. 22 (18) (2018)
Oscar Herrera-Alcántara, Miguel González-Mendoza
Inverse formulas of parameterized orthogonal wavelets. Computing 100 (7) (2018)
Oscar Herrera-Alcántara, Miguel González-Mendoza
Neuronas artificiales con wavelets paramétricos. Res. Comput. Sci. 147 (5) (2018)
Hiram Ponce, Miguel González-Mendoza, María de Lourdes Martínez-Villaseñor
Advances in applied computational intelligence: MICAI 2016. Computing 100 (7) (2018)
Bárbara Cervantes, Raúl Monroy, Miguel Angel Medina-Pérez, Miguel González-Mendoza, Jose Emmanuel Ramirez-Marquez
Some features speak loud, but together they all speak louder: A study on the correlation between classification error and feature usage in decision-tree classification ensembles. Eng. Appl. Artif. Intell. 67 (2018)
Miguel González-Mendoza, Nestor Velasco Bermeo, Omar J. López Orozco
The Traffic Status and Pollutant Status Ontologies for the Smart City Domain. MICAI (2) (2017)
Hiram Ponce-Espinosa, Miguel González-Mendoza, María de Lourdes Martínez-Villaseñor
Special issue on Mexican International Conference on Artificial Intelligence, MICAI 2014 and 2015. Soft Comput. 21 (3) (2017)
Oscar Herrera-Alcántara, María del Carmen E. Macías-Sánchez, Miguel González-Mendoza
Ecuaciones inversas de filtros de reconstrucción perfecta. Res. Comput. Sci. 135 (2017)
Mauricio Martínez-Medina, Miguel González-Mendoza, Oscar Herrera-Alcántara
Jeffrey Divergence Applied to Docking Virtual. MICAI (1) (2017)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
Fuzzy-Based Approach of Concept Alignment. UCAmI (2017)
Joanna Alvarado-Uribe, Andrea Gómez-Oliva, Germán Molina, Miguel González-Mendoza, María Concepción Parra-Meroño, Antonio J. Jara
Towards the Development of a Smart Tourism Application Based on Smart POI and Recommendation Algorithms: Ceutí as a Study Case. IMIS (2017)
Mauricio Martínez-Medina, Miguel González-Mendoza, Neil Hernández-Gress
Molecular Docking Based on Ligand by Complexity LMC. MICAI (2) (2016)
Ricardo Acevedo-Avila, Miguel González-Mendoza, Andrés García-García
A Linked List-Based Algorithm for Blob Detection on Embedded Vision-Based Sensors. Sensors 16 (6) (2016)
Mauricio Martínez-Medina, Miguel González-Mendoza
Acoplamiento molecular basado en ligando por Complejidad LMC. Res. Comput. Sci. 116 (2016)
María de Lourdes Martínez-Villaseñor, Luis Miralles Pechuán, Miguel González-Mendoza
Interoperability in Electronic Health Records Through the Mediation of Ubiquitous User Model. UCAmI (1) (2016)
Joanna Alvarado-Uribe, Miguel González-Mendoza, Neil Hernández-Gress, Carlos Eli Escobar-Ruiz, Marcos Uriel Hernández-Camacho
Una herramienta visual para la búsqueda semántica RDF. Res. Comput. Sci. 95 (2015)
Bárbara Cervantes, Miguel González-Mendoza, Raúl Monroy, Christian Eduardo Galdámez Blanco, Eduardo Ismael García Pérez
Hacia la construcción de una herramienta para la creación de bitácoras para Android. Res. Comput. Sci. 93 (2015)
Mauricio Martínez-Medina, Miguel González-Mendoza
Identificación de gases mediante medición de complejidad. Res. Comput. Sci. 94 (2015)
Fernando Gudiño-Peñaloza, Miguel González-Mendoza, Jaime Mora-Vargas
Uso de técnicas de agrupamiento en la clasificación de estilos de aprendizaje. Res. Comput. Sci. 95 (2015)
Ivan Adrian Lopez Sanchez, Jaime Mora-Vargas, Cipriano A. Santos, Miguel González-Mendoza
Solving Binary Cutting Stock with Matheuristics. MICAI (2) (2014)
Ildar Z. Batyrshin, Miguel González-Mendoza
Methods and applications of artificial and computational intelligence. Expert Syst. Appl. 41 (3) (2014)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
Sharing and Reusing Context Information in Ubiquitous Computing Environments. MICAI (Special Sessions) (2014)
Israel Tabarez Paz, Neil Hernández-Gress, Miguel González-Mendoza
Classification of Database by Using Parallelization of Algorithms Third Generation in a GPU. EANN (2014)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza, Ignacio Danvila Del Valle
Enriquecimiento del perfil del estudiante mediante la interoperabilidad de modelos de usuario ubicuos. Computación y Sistemas 18 (2) (2014)
Joanna Alvarado-Uribe, Ari Yair Barrera-Animas, Miguel González-Mendoza, Ma. de los Ángeles Junco
Diseño de agentes para recuperar información para el enriquecimiento de ontologías dirigidas a epidemiología: el caso de la tuberculosis. Res. Comput. Sci. 74 (2014)
Israel Tabarez Paz, Neil Hernández-Gress, Miguel González-Mendoza, David González-Marrón
Scalability of Multiclass Simulation of Spiking Neural Networks on GPUs. MICAI (Special Sessions) (2014)
Israel Tabarez Paz, Neil Hernández-Gress, Miguel González-Mendoza
Aceleración de la velocidad de procesamiento a través de la paralelización de algoritmos. Res. Comput. Sci. 72 (2014)
Miguel González-Mendoza, Rodolfo Ibarra-Orozco, Ariel L. García-Gamboa, Neil Hernández-Gress, Jaime Mora-Vargas, Juan Carlos López Pimentel
Quadratic optimization fine tuning for the Support Vector Machines learning phase. Expert Syst. Appl. 41 (3) (2014)
Israel Tabarez Paz, Neil Hernández-Gress, Miguel González-Mendoza
Pattern Recognition with Spiking Neural Networks. MICAI (2) (2013)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
An Enhanced Process of Concept Alignment for Dealing with Overweight and Obesity. J. Univers. Comput. Sci. 19 (9) (2013)
Fernando Gudiño-Peñaloza, Miguel González-Mendoza, Jaime Mora-Vargas, Neil Hernández-Gress
Fuzzy Hyperheuristic Framework for GA Parameters Tuning. MICAI (Special Sessions) (2013)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
Consumption of Profile Information from Heterogeneous Sources to Leverage Human-Computer Interaction. CLIHC (2013)
Nestor Velasco Bermeo, Miguel González-Mendoza, Alexander García Castro
Semantic Representation of CAD Models Based on the IGES Standard. MICAI (1) (2013)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
Towards Ubiquitous User Modeling Interoperability for Dealing with Overweight and Obesity. IWAAL (2012)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
Process of Concept Alignment for Interoperability between Heterogeneous Sources. MICAI (1) (2012)
Nestor Velasco Bermeo, Miguel González-Mendoza, Alexander García Castro, Irais Heras Dueñas
Towards the Creation of Semantic Models Based on Computer-Aided Designs. MICAI (1) (2012)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza, Neil Hernández-Gress
Towards a Ubiquitous User Model for Profile Sharing and Reuse. Sensors 12 (10) (2012)
Rodolfo Ibarra-Orozco, Juan Carlos López Pimentel, Miguel González-Mendoza, Neil Hernández-Gress
BCP and ZQP Strategies to Reduce the SVM Training Time. MICAI (Special Sessions) (2012)
María de Lourdes Martínez-Villaseñor, Miguel González-Mendoza
Towards an Ontology for Ubiquitous User Modeling Interoperability. KEOD (2012)
David González-Marrón, Miguel González-Mendoza, Neil Hernández-Gress
Generation and Exploitation of Semantic Information Using an Epidemiological Relational Database as a Primary Source of Information. MICAI (1) (2012)
Oscar Herrera-Alcántara, Miguel González-Mendoza
Optimization of Parameterized Compactly Supported Orthogonal Wavelets for Data Compression. MICAI (2) (2011)
Dafne A. Rosso-Pelayo, Raul A. Trejo-Ramírez, Miguel González-Mendoza, Neil Hernández-Gress
Business Process Mining and Rules Detection for Unstructured Information. MICAI (Special Sessions) (2010)
María de Lourdes Martínez-Villaseñor, David González-Marrón, Miguel González-Mendoza, Neil Hernández-Gress
An Ontology Driven Multi-agent System for Client Assignment in a Bank Queue. KEOD (2010)
Ariel García-Gamboa, Neil Hernández-Gress, Miguel González-Mendoza, Jaime Mora-Vargas
Support Vector Optimization through Hybrids: Heuristics and Math Approach. MICAI (2009)
Juan Frausto Solís, Miguel González-Mendoza, Roberto López-Díaz
Using Wolfe's Method in Support Vector Machines Learning Stage. MICAI (2009)
Rodolfo Ibarra-Orozco, Miguel González-Mendoza, Neil Hernández-Gress, Frederik Diederichs, Juha Kortelainen
Towards a Ready-to-Use Drivers' Vigilance Monitoring System. CIMCA/IAWTIC/ISE (2008)
Isaías Romero, Rodolfo Ibarra-Orozco, Miguel González-Mendoza, Jaime Mora-Vargas
Sistema Adaptable para el Seguimiento de Camino Aplicado a Sistemas de Transporte Inteligentes. AMCIS (2006)
Ariel L. García-Gamboa, Miguel González-Mendoza, Rodolfo Ibarra-Orozco, Jaime Mora-Vargas, Neil Hernández-Gress
Hybrid Fuzzy-SV Clustering for Heart Disease Identification. CIMCA/IAWTIC (2006)
Ariel García-Gamboa, Miguel González-Mendoza, Rodolfo Ibarra-Orozco, Neil Hernández-Gress, Jaime Mora-Vargas
Comparison of SVM-Fuzzy Modelling Techniques for System Identification. MICAI (2005)
Ariel García-Gamboa, Neil Hernández-Gress, Miguel González-Mendoza, Rodolfo Ibarra-Orozco, Jaime Mora-Vargas
A Comparison of Different Initialization Strategies to Reduce the Training Time of Support Vector Machines. ICANN (2) (2005)
Miguel González-Mendoza, Neil Hernández-Gress, André Titli
Quadratic Optimization Fine Tuning for the Learning Phase of SVM. ISSADS (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Miguel González-Mendoza