Surveillance temps-réel des systèmes Homme-Machine. Application à l'assistance à la conduite automobile. (Real-time monitoring of Human-Machine systems. Application to driver assistance systems). - Miguel González-Mendoza 001 (2004)

A Comparison of Different Initialization Strategies to Reduce the Training Time of Support Vector Machines. - Ariel García-Gamboa; Neil Hernández-Gress; Miguel González-Mendoza 001; Rodolfo Ibarra-Orozco; Jaime Mora-Vargas (ICANN (2), 2005)

Quadratic Optimization Fine Tuning for the Learning Phase of SVM. - Miguel González-Mendoza 001; Neil Hernández-Gress; André Titli (ISSADS, 2005)

Comparison of SVM-Fuzzy Modelling Techniques for System Identification. - Ariel García-Gamboa; Miguel González-Mendoza 001; Rodolfo Ibarra-Orozco; Neil Hernández-Gress; Jaime Mora-Vargas (MICAI, 2005)

Sistema Adaptable para el Seguimiento de Camino Aplicado a Sistemas de Transporte Inteligentes. - Isaías Romero; Rodolfo Ibarra-Orozco; Miguel González-Mendoza 001; Jaime Mora-Vargas (AMCIS, 2006)

Hybrid Fuzzy-SV Clustering for Heart Disease Identification. - Ariel L. García-Gamboa; Miguel González-Mendoza 001; Rodolfo Ibarra-Orozco; Jaime Mora-Vargas; Neil Hernández-Gress (CIMCA/IAWTIC, 2006)

Towards a Ready-to-Use Drivers' Vigilance Monitoring System. - Rodolfo Ibarra-Orozco; Miguel González-Mendoza 001; Neil Hernández-Gress; Frederik Diederichs; Juha Kortelainen (CIMCA/IAWTIC/ISE, 2008)

Support Vector Optimization through Hybrids: Heuristics and Math Approach. - Ariel García-Gamboa; Neil Hernández-Gress; Miguel González-Mendoza 001; Jaime Mora-Vargas (MICAI, 2009)

Using Wolfe's Method in Support Vector Machines Learning Stage. - Juan Frausto Solís; Miguel González-Mendoza 001; Roberto López-Díaz (MICAI, 2009)

An Ontology Driven Multi-agent System for Client Assignment in a Bank Queue. - María de Lourdes Martínez-Villaseñor; David González-Marrón; Miguel González-Mendoza 001; Neil Hernández-Gress (KEOD, 2010)

Business Process Mining and Rules Detection for Unstructured Information. - Dafne A. Rosso-Pelayo; Raul A. Trejo-Ramírez; Miguel González-Mendoza 001; Neil Hernández-Gress (MICAI (Special Sessions), 2010)

Optimization of Parameterized Compactly Supported Orthogonal Wavelets for Data Compression. - Oscar Herrera-Alcántara; Miguel González-Mendoza 001 (MICAI (2), 2011)

Towards an Ontology for Ubiquitous User Modeling Interoperability. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (KEOD, 2012)

Towards Ubiquitous User Modeling Interoperability for Dealing with Overweight and Obesity. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (IWAAL, 2012)

Towards the Creation of Semantic Models Based on Computer-Aided Designs. - Nestor Velasco Bermeo; Miguel González-Mendoza 001; Alexander García Castro; Irais Heras Dueñas (MICAI (1), 2012)

Generation and Exploitation of Semantic Information Using an Epidemiological Relational Database as a Primary Source of Information. - David González-Marrón; Miguel González-Mendoza 001; Neil Hernández-Gress (MICAI (1), 2012)

BCP and ZQP Strategies to Reduce the SVM Training Time. - Rodolfo Ibarra-Orozco; Juan Carlos López Pimentel; Miguel González-Mendoza 001; Neil Hernández-Gress (MICAI (Special Sessions), 2012)

Process of Concept Alignment for Interoperability between Heterogeneous Sources. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (MICAI (1), 2012)

Towards a Ubiquitous User Model for Profile Sharing and Reuse. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001; Neil Hernández-Gress (Sensors, 2012)

Consumption of Profile Information from Heterogeneous Sources to Leverage Human-Computer Interaction. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (CLIHC, 2013)

Semantic Representation of CAD Models Based on the IGES Standard. - Nestor Velasco Bermeo; Miguel González-Mendoza 001; Alexander García Castro (MICAI (1), 2013)

Fuzzy Hyperheuristic Framework for GA Parameters Tuning. - Fernando Gudiño-Peñaloza; Miguel González-Mendoza 001; Jaime Mora-Vargas; Neil Hernández-Gress (MICAI (Special Sessions), 2013)

Pattern Recognition with Spiking Neural Networks. - Israel Tabarez Paz; Neil Hernández-Gress; Miguel González-Mendoza 001 (MICAI (2), 2013)

An Enhanced Process of Concept Alignment for Dealing with Overweight and Obesity. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (J. Univers. Comput. Sci., 2013)

Classification of Database by Using Parallelization of Algorithms Third Generation in a GPU. - Israel Tabarez Paz; Neil Hernández-Gress; Miguel González-Mendoza 001 (EANN, 2014)

Sharing and Reusing Context Information in Ubiquitous Computing Environments. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (MICAI (Special Sessions), 2014)

Scalability of Multiclass Simulation of Spiking Neural Networks on GPUs. - Israel Tabarez Paz; Neil Hernández-Gress; Miguel González-Mendoza 001; David González-Marrón (MICAI (Special Sessions), 2014)

Solving Binary Cutting Stock with Matheuristics. - Ivan Adrian Lopez Sanchez; Jaime Mora-Vargas; Cipriano A. Santos; Miguel González-Mendoza 001 (MICAI (2), 2014)

Enriquecimiento del perfil del estudiante mediante la interoperabilidad de modelos de usuario ubicuos. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001; Ignacio Danvila Del Valle (Computación y Sistemas, 2014)

Methods and applications of artificial and computational intelligence. - Ildar Z. Batyrshin; Miguel González-Mendoza 001 (Expert Syst. Appl., 2014)

Quadratic optimization fine tuning for the Support Vector Machines learning phase. - Miguel González-Mendoza 001; Rodolfo Ibarra-Orozco; Ariel L. García-Gamboa; Neil Hernández-Gress; Jaime Mora-Vargas; Juan Carlos López Pimentel (Expert Syst. Appl., 2014)

Diseño de agentes para recuperar información para el enriquecimiento de ontologías dirigidas a epidemiología: el caso de la tuberculosis. - Joanna Alvarado-Uribe; Ari Yair Barrera-Animas; Miguel González-Mendoza 001; Ma. de los Ángeles Junco (Res. Comput. Sci., 2014)

Aceleración de la velocidad de procesamiento a través de la paralelización de algoritmos. - Israel Tabarez Paz; Neil Hernández-Gress; Miguel González-Mendoza 001 (Res. Comput. Sci., 2014)

Una herramienta visual para la búsqueda semántica RDF. - Joanna Alvarado-Uribe; Miguel González-Mendoza 001; Neil Hernández-Gress; Carlos Eli Escobar-Ruiz; Marcos Uriel Hernández-Camacho (Res. Comput. Sci., 2015)

Hacia la construcción de una herramienta para la creación de bitácoras para Android. - Bárbara Cervantes; Miguel González-Mendoza 001; Raúl Monroy; Christian Eduardo Galdámez Blanco; Eduardo Ismael García Pérez (Res. Comput. Sci., 2015)

Uso de técnicas de agrupamiento en la clasificación de estilos de aprendizaje. - Fernando Gudiño-Peñaloza; Miguel González-Mendoza 001; Jaime Mora-Vargas (Res. Comput. Sci., 2015)

Identificación de gases mediante medición de complejidad. - Mauricio Martínez-Medina; Miguel González-Mendoza 001 (Res. Comput. Sci., 2015)

Molecular Docking Based on Ligand by Complexity LMC. - Mauricio Martínez-Medina; Miguel González-Mendoza 001; Neil Hernández-Gress (MICAI (2), 2016)

Interoperability in Electronic Health Records Through the Mediation of Ubiquitous User Model. - María de Lourdes Martínez-Villaseñor; Luis Miralles Pechuán; Miguel González-Mendoza 001 (UCAmI (1), 2016)

Acoplamiento molecular basado en ligando por Complejidad LMC. - Mauricio Martínez-Medina; Miguel González-Mendoza 001 (Res. Comput. Sci., 2016)

A Linked List-Based Algorithm for Blob Detection on Embedded Vision-Based Sensors. - Ricardo Acevedo-Avila; Miguel González-Mendoza 001; Andrés García-García (Sensors, 2016)

Towards the Development of a Smart Tourism Application Based on Smart POI and Recommendation Algorithms: Ceutí as a Study Case. - Joanna Alvarado-Uribe; Andrea Gómez-Oliva; Germán Molina; Miguel González-Mendoza 001; María Concepción Parra-Meroño; Antonio J. Jara (IMIS, 2017)

A Predictive Model for Automatic Detection of Social Isolation in Older Adults. - Alicia Martínez 001; Virginia Ortiz; Hugo Estrada 001; Miguel Gonzalez 001 (Intelligent Environments, 2017)

The Traffic Status and Pollutant Status Ontologies for the Smart City Domain. - Miguel González-Mendoza 001; Nestor Velasco Bermeo; Omar J. López Orozco (MICAI (2), 2017)

Jeffrey Divergence Applied to Docking Virtual. - Mauricio Martínez-Medina; Miguel González-Mendoza 001; Oscar Herrera-Alcántara (MICAI (1), 2017)

Fuzzy-Based Approach of Concept Alignment. - María de Lourdes Martínez-Villaseñor; Miguel González-Mendoza 001 (UCAmI, 2017)

Towards Job Stress Recognition Based on Behavior and Physiological Features. - Wendy Sánchez; Alicia Martínez Rebollar; Miguel Gonzalez 001 (UCAmI, 2017)

Decision-Making Intelligent System for Passenger of Urban Transports. - Pedro Wences-Olguin; Alicia Martínez Rebollar; Hugo Estrada 001; Miguel Gonzalez 001 (UCAmI, 2017)

Ecuaciones inversas de filtros de reconstrucción perfecta. - Oscar Herrera-Alcántara; María del Carmen E. Macías-Sánchez; Miguel González-Mendoza 001 (Res. Comput. Sci., 2017)

Special issue on Mexican International Conference on Artificial Intelligence, MICAI 2014 and 2015. - Hiram Ponce-Espinosa; Miguel González-Mendoza 001; María de Lourdes Martínez-Villaseñor (Soft Comput., 2017)

SMARTSDK - A FIWARE-Based Software Development Kit for Smart Applications for the Needs of Europe and Mexico. - Tomas Aliaga; Hugo Estrada 001; Miguel González-Mendoza 001; Daniele Pizzolli (ESOCC Workshops, 2018)

A New Software Library for Mobile Sensing Using FIWARE Technologies. - Alicia Martínez 001; Hugo Estrada 001; Fernando Ramírez; Miguel Gonzalez 001 (MICAI (2), 2018)

Inverse formulas of parameterized orthogonal wavelets. - Oscar Herrera-Alcántara; Miguel González-Mendoza 001 (Computing, 2018)

Advances in applied computational intelligence: MICAI 2016. - Hiram Ponce; Miguel González-Mendoza 001; María de Lourdes Martínez-Villaseñor (Computing, 2018)

A Statistical Background Modeling Algorithm for Real-Time Pixel Classification. - Ricardo Acevedo-Avila; Miguel González-Mendoza 001; Andrés García-García (Computación y Sistemas, 2018)

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. - Bárbara Cervantes; Raúl Monroy; Miguel Angel Medina-Pérez; Miguel González-Mendoza 001; Jose Emmanuel Ramirez-Marquez (Eng. Appl. Artif. Intell., 2018)

Mejoras al algoritmo de trayectorias densas para el reconocimiento de acciones en video. - Fernando Camarena; Leonardo Chang 001; Miguel González-Mendoza 001 (Res. Comput. Sci., 2018)

Neuronas artificiales con wavelets paramétricos. - Oscar Herrera-Alcántara; Miguel González-Mendoza 001 (Res. Comput. Sci., 2018)

Recopilación de bases de datos de estacionamientos para aplicaciones en visión computacional. - Nisim Hurst Tarrab; Leonardo Chang 001; Miguel González-Mendoza 001 (Res. Comput. Sci., 2018)

HyRA: A Hybrid Recommendation Algorithm Focused on Smart POI. Ceutí as a Study Scenario. - Joanna Alvarado-Uribe; Andrea Gómez-Oliva; Ari Yair Barrera-Animas; Germán Molina; Miguel González-Mendoza 001; María Concepción Parra-Meroño; Antonio J. Jara (Sensors, 2018)

Solving binary cutting stock with matheuristics using particle swarm optimization and simulated annealing. - Ivan Adrian Lopez Sanchez; Jaime Mora-Vargas; Cipriano A. Santos; Miguel González-Mendoza 001; Cesar J. Montiel Moctezuma (Soft Comput., 2018)

ShuffleFaceNet: A Lightweight Face Architecture for Efficient and Highly-Accurate Face Recognition. - Yoanna Martínez-Díaz; Luis S. Luevano; Heydi Mendez Vazquez; Miguel Nicolás-Díaz; Leonardo Chang 001; Miguel González-Mendoza 001 (ICCV Workshops, 2019)

Improving the Dense Trajectories Approach Towards Efficient Recognition of Simple Human Activities. - Fernando Camarena; Leonardo Chang 001; Miguel González-Mendoza 001 (IWBF, 2019)

Solving Dynamic Combinatorial Optimization Problems Using a Probabilistic Distribution as Self-adaptive Mechanism in a Genetic Algorithm. - Cesar J. Montiel Moctezuma; Jaime Mora-Vargas; Miguel González-Mendoza 001 (MICAI, 2019)

Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning Models. - Roberto Carlos Vazquez-Nava; Miguel González-Mendoza 001; Oscar Herrera-Alcántara; Neil Hernández-Gress (MICAI, 2019)

Effective and Generalizable Graph-Based Clustering for Faces in the Wild. - Leonardo Chang 001; Airel Pérez Suárez; Miguel González-Mendoza 001 (Comput. Intell. Neurosci., 2019)

Correction to: Inverse formulas of parameterized orthogonal wavelets. - Oscar Herrera-Alcántara; Miguel González-Mendoza 001 (Computing, 2019)

Inverse formulas of length twelve parameterized orthogonal wavelets. - Oscar Herrera-Alcántara; Miguel González-Mendoza 001; Jaime Navarro-Fuentes; Víctor A. Cruz-Barriguete (J. Intell. Fuzzy Syst., 2019)

Fuzzy aggregation of similarity values for electronic health record interoperability. - María de Lourdes Martínez-Villaseñor; Hiram Ponce; Miguel González-Mendoza 001 (J. Intell. Fuzzy Syst., 2019)

Detección de comandos de voz con modelos compactos de aprendizaje profundo. - Edoardo Bucheli-Susarrey; Miguel González-Mendoza 001; Oscar Herrera-Alcántara (Res. Comput. Sci., 2019)

Monitoring Student Activities with Smartwatches: On the Academic Performance Enhancement. - Oscar Herrera-Alcántara; Ari Yair Barrera-Animas; Miguel González-Mendoza 001; Félix Castro-Espinoza (Sensors, 2019)

Lightweight Low-Resolution Face Recognition for Surveillance Applications. - Yoanna Martínez-Díaz; Heydi Méndez-Vázquez; Luis S. Luevano; Leonardo Chang 001; Miguel González-Mendoza 001 (ICPR, 2020)

Exploitation of Deaths Registry in Mexico to Estimate the Total Deaths by Influenza Virus: A Preparation to Estimate the Advancement of COVID-19. - Emmanuel Byrd; Miguel González-Mendoza 001; Leonardo Chang 001 (MICAI (1), 2020)

Automatic Detection of Social Isolation based on Human behavior Analysis. - Alicia Martínez Rebollar; Miguel González-Mendoza 001; Hugo Estrada-Esquivel; Wilfrido Campos-Francisco; Virginia Ortiz (Computación y Sistemas, 2020)

Method for Introducing IoT Project Development Using Free Software Tools. - Leon Alberne Torres Restrepo; Alicia Martínez Rebollar; Miguel González-Mendoza 001; Hugo Estrada-Esquivel; Fabio Alberto Vargas Agudelo (Res. Comput. Sci., 2020)

A Bop and Beyond: A Second Order Optimizer for Binarized Neural Networks. - Cuauhtemoc Daniel Suarez-Ramirez; Miguel González-Mendoza 001; Leonardo Chang 001; Gilberto Ochoa-Ruiz; Mario Alberto Duran-Vega (CVPR Workshops, 2021)

Assessing deep learning methods for the identification of kidney stones in endoscopic images. - Francisco Javier López-Tiro; Andres Varelo; Oscar Hinojosa; Mauricio Mendez; Dinh Hoan Trinh; Jonathan El Beze; Jacques Hubert; Vincent Estrade; Miguel Gonzalez 001; Gilberto Ochoa; Christian Daul (EMBC, 2021)

Predicting Soccer Results Through Sentiment Analysis: A Graph Theory Approach. - Clarissa Miranda-Peña; Hector G. Ceballos; Laura Hervert-Escobar; Miguel González-Mendoza 001 (ICCS (6), 2021)

Real Time Distraction Detection by Facial Attributes Recognition. - Andrés Alberto López Esquivel; Miguel González-Mendoza 001; Leonardo Chang 001; Antonio Marín-Hernández (MICAI (1), 2021)

Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones. - Carmina Pérez-Guerrero; Adriana Palacios; Gilberto Ochoa-Ruiz; Christian Mata; Miguel González-Mendoza 001; Luis Eduardo Falcón-Morales (MICAI (1), 2021)

Facing a Pandemic: A COVID-19 Time Series Analysis of Vaccine Impact. - Benjamin Mario Sainz-Tinajero; Dachely Otero-Argote; Carmen Elisa Orozco-Mora; Miguel González-Mendoza 001 (MICAI (1), 2021)

Real-Time Mexican Sign Language Interpretation Using CNN and HMM. - Jairo Enrique Ramírez Sánchez; Arely Anguiano Rodríguez; Miguel González-Mendoza 001 (MICAI (1), 2021)

Deep Learning Architectures Applied to Mosquito Count Regressions in US Datasets. - Cuauhtemoc Daniel Suarez-Ramirez; Mario Alberto Duran-Vega; Héctor M. Sánchez C.; Miguel González-Mendoza 001; Leonardo Chang 001; John M. Marshall (MICAI (1), 2021)

A Study on the Performance of Unconstrained Very Low Resolution Face Recognition: Analyzing Current Trends and New Research Directions. - Luis S. Luevano; Leonardo Chang 001; Heydi Méndez-Vázquez; Yoanna Martínez-Díaz; Miguel González-Mendoza 001 (IEEE Access, 2021)

Benchmarking lightweight face architectures on specific face recognition scenarios. - Yoanna Martínez-Díaz; Miguel Nicolás-Díaz; Heydi Méndez-Vázquez; Luis S. Luevano; Leonardo Chang 001; Miguel González-Mendoza 001; Luis Enrique Sucar (Artif. Intell. Rev., 2021)

Assessing the applicability of Deep Learning-based visible-infrared fusion methods for fire imagery. - Jorge Francisco Ciprián-Sánchez; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Lucile Rossi (CoRR, 2021)

Assessing deep learning methods for the identification of kidney stones in endoscopic images. - Francisco Javier López-Tiro; Andres Varela; Oscar Hinojosa; Mauricio Mendez; Dinh Hoan Trinh; Jonathan El Beze; Jacques Hubert; Vincent Estrade; Miguel Gonzalez 001; Gilberto Ochoa; Christian Daul (CoRR, 2021)

Comparing ML based Segmentation Models on Jet Fire Radiation Zone. - Carmina Pérez-Guerrero; Adriana Palacios; Gilberto Ochoa-Ruiz; Christian Mata; Miguel González-Mendoza 001; Luis Eduardo Falcón-Morales (CoRR, 2021)

TYolov5: A Temporal Yolov5 Detector Based on Quasi-Recurrent Neural Networks for Real-Time Handgun Detection in Video. - Mario Alberto Duran-Vega; Miguel González-Mendoza 001; Leonardo Chang 001; Cuauhtemoc Daniel Suarez-Ramirez (CoRR, 2021)

Interpretación en tiempo real de lengua de señas mexicana con CNN y HMM. - Jairo Enrique Ramírez Sánchez; Arely Anguiano Rodríguez; Miguel González-Mendoza 001 (Res. Comput. Sci., 2021)

A Study of the Frameworks for Digital Humans: Analyzing Facial Tracking evolution and New Research Directions with AI. - Carlos Vilchis; Miguel González-Mendoza 001; Leonardo Chang 001; Sergio A. Navarro-Tuch; Gilberto Ochoa Ruiz; Isaac Rudomín (VISIGRAPP (2: HUCAPP), 2022)

Impact of Loss Function in Deep Learning Methods for Accurate Retinal Vessel Segmentation. - Daniela Herrera; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Christian Stephan-Otto; Christian Mata (MICAI (1), 2022)

On the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification. - Mauricio Mendez-Ruiz; Francisco Javier López-Tiro; Daniel Flores-Araiza; Jonathan El Beze; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Jacques Hubert; Andres Mendez-Vazquez; Christian Daul (MICAI (1), 2022)

Comparison of Automatic Prostate Zones Segmentation Models in MRI Images Using U-net-like Architectures. - Pablo Cesar Quihui-Rubio; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Gerardo Rodriguez-Hernandez; Christian Mata (MICAI (1), 2022)

Towards Accurate and Lightweight Masked Face Recognition: An Experimental Evaluation. - Yoanna Martínez-Díaz; Heydi Méndez-Vázquez; Luis S. Luevano; Miguel Nicolás-Díaz; Leonardo Chang 001; Miguel González-Mendoza 001 (IEEE Access, 2022)

Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods. - Carmina Pérez-Guerrero; Adriana Palacios; Gilberto Ochoa-Ruiz; Christian Mata; Joaquim Casal; Miguel González-Mendoza 001; Luis Eduardo Falcón-Morales (CoRR, 2022)

On the in vivo recognition of kidney stones using machine learning. - Gilberto Ochoa-Ruiz; Vincent Estrade; Francisco Javier López-Tiro; Daniel Flores-Araiza; Jonathan El Beze; Dinh Hoan Trinh; Miguel González-Mendoza 001; Pascal Eschwege; Jacques Hubert; Christian Daul (CoRR, 2022)

Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation. - Daniela Herrera; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Christian Mata (CoRR, 2022)

Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies. - Elias Villalvazo-Avila; Francisco Javier López-Tiro; Jonathan El Beze; Jacques Hubert; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Christian Daul (CoRR, 2022)

Action recognition by key trajectories. - Fernando Camarena; Leonardo Chang 001; Miguel González-Mendoza 001; Ricardo J. Cuevas-Ascencio (Pattern Anal. Appl., 2022)

Correction to: Action recognition by key trajectories. - Fernando Camarena; Leonardo Chang 001; Miguel González-Mendoza 001; Ricardo J. Cuevas-Ascencio (Pattern Anal. Appl., 2022)

Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations. - Daniel Flores-Araiza; Francisco Javier López-Tiro; Jonathan El Beze; Jacques Hubert; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Christian Daul (CVPR Workshops, 2023)

Isolated Sign Language Recognition based on Tree Structure Skeleton Images. - David Laines; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Gissella Bejarano (CVPR Workshops, 2023)

Exploring the Effectiveness of Lightweight Architectures for Face Anti-Spoofing. - Yoanna Martínez-Díaz; Heydi Méndez-Vázquez; Luis S. Luevano; Miguel González-Mendoza 001 (CVPR Workshops, 2023)

Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies. - Elias Villalvazo-Avila; Francisco Javier López-Tiro; Mariana Rizo; Jonathan El Beze; Jacques Hubert; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Christian Daul (ISBI, 2023)

An FPGA Smart Camera Implementation of Segmentation Models for Drone Wildfire Imagery. - Eduardo Guarduño-Martinez; Jorge Francisco Ciprián-Sánchez; Valente Vazquez-Garcia; Miguel González-Mendoza 001; Gerardo Rodriguez-Hernandez; Adriana Palacios; Lucile Rossi-Tisson; Gilberto Ochoa-Ruiz (MICAI (1), 2023)

Benchmark Analysis for Backbone Optimization in a Facial Reconstruction Model. - Victor Hernández-Manrique; Miguel González-Mendoza 001; Carlos Vilchis; Mauricio Mendez-Ruiz; Carmina Pérez-Guerrero (MICAI (1), 2023)

FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation. - Pablo Cesar Quihui-Rubio; Daniel Flores-Araiza; Miguel González-Mendoza 001; Christian Mata; Gilberto Ochoa-Ruiz (MICAI (2), 2023)

Assessing the Performance of Deep Learning-Based Models for Prostate Cancer Segmentation Using Uncertainty Scores. - Pablo Cesar Quihui-Rubio; Daniel Flores-Araiza; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Christian Mata (CaPTion@MICCAI, 2023)

Towards a Standardized Evaluation of APIs Non-Functional Requirements Focused on Completeness and Soundness Qualities. - Joanna Alvarado-Uribe; Ari Yair Barrera-Animas; Miguel González-Mendoza 001; Ariel Lucien García-Gamboa; Neil Hernández-Gress (Computación y Sistemas (CyS), 2023)

An FPGA Smart Camera Implementation of Segmentation Models for Drone Wildfire Imagery. - Jorge Francisco Ciprián-Sánchez; Valente Vazquez-Garcia; Miguel González-Mendoza 001; Gerardo Rodriguez-Hernandez; Adriana Palacios-Rosas; Lucile Rossi-Tisson; Gilberto Ochoa-Ruiz (Computación y Sistemas (CyS), 2023)

A predictive model for stress recognition in desk jobs. - Wendy Sánchez; Alicia Martínez 001; Yasmín Hernández; Hugo Estrada 001; Miguel González-Mendoza 001 (J. Ambient Intell. Humaniz. Comput., 2023)

Modelos 3D de reconstrucción facial: Una breve revisión. - Victor Hernández-Manrique; Miguel González-Mendoza 001; Carlos Vilchis; Mauricio Mendez-Ruiz; Carmina Pérez-Guerrero (Res. Comput. Sci., 2023)

Impulsando los rostros del futuro: Evaluación comparativa de tecnologías de captura de movimiento facial para humanos digitales. - Sharon Ramírez Lechuga; Carlos Vilchis; Miguel González-Mendoza 001; Armando Rodríguez Mendoza; Carmina Pérez-Guerrero (Res. Comput. Sci., 2023)

Hacia una categorización en el problema de asignación de recursos en logística humanitaria y su resolución utilizando aprendizaje automático. - Galo Ruiz-Soto; Miguel González-Mendoza 001; Jaime Mora-Vargas (Res. Comput. Sci., 2023)

A survey on the pipeline evolution of facial capture and tracking for digital humans. - Carlos Vilchis; Carmina Pérez-Guerrero; Mauricio Mendez-Ruiz; Miguel González-Mendoza 001 (Multim. Syst., 2023)

FIRe-GAN: a novel deep learning-based infrared-visible fusion method for wildfire imagery. - Jorge Francisco Ciprián-Sánchez; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Lucile Rossi (Neural Comput. Appl., 2023)

On the Link Between Model Performance and Causal Scoring of Medical Image Explanations. - Daniel Flores-Araiza; Armando Villegas-Jiménez; Francisco Javier López-Tiro; Miguel González-Mendoza 001; Rosa-Maria Rodríguez-Guéant; Jacques Hubert; Gilberto Ochoa-Ruiz; Christian Daul (CBMS, 2024)

Image Enhancement and Segmentation of Magnetic Resonance Cerebral Vessels Through Conventional and Deep Learning Techniques. - Daniela Herrera; Francisco Javier López-Tiro; Josep Munuera; Christian Mata; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz (CBMS, 2024)

Assessing the Performance of Efficient Face Anti-Spoofing Detection Against Physical and Digital Presentation Attacks. - Luis S. Luevano; Yoanna Martínez-Díaz; Heydi Méndez-Vázquez; Miguel González-Mendoza 001; Davide Frey (CVPR Workshops, 2024)

SwiftFaceFormer: An Efficient and Lightweight Hybrid Architecture for Accurate Face Recognition Applications. - Luis S. Luevano; Yoanna Martínez-Díaz; Heydi Méndez-Vázquez; Miguel González-Mendoza 001; Davide Frey (ICPR (14), 2024)

Predicting Water Levels Using Gradient Boosting Regressor and LSTM Models: A Case Study of Lago de Chapala Dam. - Jesus Dassaef López-Barrios; Ilse Karena de Anda-García; Raúl Jiménez-Cruz; Luis A. Trejo; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001 (MICAI (1), 2024)

Predicting and Classifying Contaminants in Mexican Water Bodies: A Machine Learning Approach. - Yusdivia Molina; Juan Vladimir Padilla López; Héctor Manuel Cárdenas Castro; Miguel González-Mendoza 001 (MICAI (1), 2024)

Machine Learning Implementation for Water Quality Monitoring in the Desert State of Sonora. - Denisse Chacón Ramírez; Emilio Ríos Ochoa; Antonio Velázquez López; Neil Hernández-Gress; Miguel González-Mendoza 001 (MICAI (1), 2024)

Building Resilience Against Climate Change. Focusing on Predicting Precipitation with Machine Learning Models on Mexico's Metropolitan Area. - Erick Hernández Silva; Israel Sánchez Miranda; Luis Ignacio Ferro Salinas; Miguel González-Mendoza 001 (MICAI (1), 2024)

On the In Vivo Recognition of Kidney Stones Using Machine Learning. - Francisco Javier López-Tiro; Vincent Estrade; Jacques Hubert; Daniel Flores-Araiza; Miguel González-Mendoza 001; Gilberto Ochoa; Christian Daul (IEEE Access, 2024)

Improving Prototypical Parts Abstraction for Case-Based Reasoning Explanations Designed for the Kidney Stone Type Recognition. - Daniel Flores-Araiza; Francisco Javier López-Tiro; Clément Larose; Salvador Hinojosa; Andres Mendez-Vazquez; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Christian Daul (CoRR, 2024)

LLAMA Assisted Nutritional Recipe Suggestions: Integrating the Dietary Quality Index for Health Conscious Cooking. - Diego Estrada-Beltrán; Miguel González-Mendoza 001; Raúl Monroy Borja; Gilberto Ochoa-Ruiz; Janet Gutiérrez-Uribe; Astrid Domínguez-Uscanga (Res. Comput. Sci., 2024)

US Airlines Twitter Opinion Analysis: Classifying Positive or Negative Comments. - Raúl Jiménez-Cruz; Galo Ruiz-Soto; Miguel González-Mendoza 001 (Res. Comput. Sci., 2024)

Indicador de calidad del agua para acuacultura utilizando una memoria asociativa modificada. - Raúl Jiménez-Cruz; Midory Esmeralda Vigueras Velázquez; Miguel González-Mendoza 001 (Res. Comput. Sci., 2024)

Evaluación causal de características en base a explicaciones de clasificadores profundos de imágenes médicas: Un estudio de caso sobre imágenes de cálculos renales ex-vivo. - Armando Villegas-Jiménez; Daniel Flores-Araiza; Francisco Javier López-Tiro; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Christian Daul (Res. Comput. Sci., 2024)

Computer vision-based characterization of large-scale jet flames using a synthetic infrared image generation approach. - Carmina Pérez-Guerrero; Jorge Francisco Ciprián-Sánchez; Adriana Palacios; Gilberto Ochoa-Ruiz; Miguel González-Mendoza 001; Vahid Foroughi; Elsa Pastor; Gerardo Rodriguez-Hernandez (Eng. Appl. Artif. Intell., 2024)

Knowledge Distillation in Video-Based Human Action Recognition: An Intuitive Approach to Efficient and Flexible Model Training. - Fernando Camarena; Miguel González-Mendoza 001; Leonardo Chang 001 (J. Imaging, 2024)

Corrections to "On the In Vivo Recognition of Kidney Stones Using Machine Learning". - Francisco Javier López-Tiro; Vincent Estrade; Jacques Hubert; Daniel Flores-Araiza; Miguel González-Mendoza 001; Gilberto Ochoa-Ruiz; Christian Daul (IEEE Access, 2025)

A Survey on Integration of Empathy Cues Into Empathetic Text Generation. - Edwin C. Montiel-Vázquez; Christian Arzate Cruz; Jorge Adolfo Ramírez Uresti; Miguel González-Mendoza 001; Randy Gomez (IEEE Access, 2025)

A Data Machine Learning-driven Approach to Explore Resilience and Sustainability of Mexico's Water Resource Management. - Adrián Landaverde-Nava; Cristian Gonzaga-López; Michael Steven Delgado-Caicedo; Evelyn Geovanna Pérez-Gómez; Jesús Yair Ramírez-Islas; Luis Gerardo Lagunes-Nájera; Deborah Tirado-Hernández; Elisabetta Crescio; Miguel González-Mendoza 001 (Computación y Sistemas (CyS), 2025)

Spherical model for Minimalist Machine Learning paradigm in handling complex databases. - Raúl Jiménez-Cruz; Cornelio Yáñez-Márquez; Miguel González-Mendoza 001; Yenni Villuendas-Rey; Raúl Monroy (Frontiers Artif. Intell., 2025)

Action unit intensity regression for facial MoCap aimed towards digital humans. - Carlos Vilchis; Mauricio Mendez-Ruiz; Carmina Pérez-Guerrero; Miguel González-Mendoza 001 (Multim. Tools Appl., 2025)