Yenny Villuendas-Rey

73 papers C 6Journal 58Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Algorithmic Challenges and Regulatory Frameworks of Artificial Intelligence in Mexico: A Prospective Analysis from the Perspective of Digital Governance Theory.
Comput.
Eduardo Arguijo, Yenny Villuendas-Rey, Arturo Cruz-Jiménez, Jonatan Mireles-Hernández, Oscar Camacho-Nieto, Mario Aldape-Pérez
2026 J jnl
An Explainable Artificial Immune System (XAIS) for Classification in Biomedical Classification Tasks.
Int. J. Comb. Optim. Probl. Informatics
Paola Itzel Delena-García, Yenny Villuendas-Rey, León S. Mora-Guerrero, Antonio Alarcón Paredes
2026 J jnl
Breast density classification in mammograms using VGG convolutional networks.
J. Intell. Fuzzy Syst.
Elsy Cruz, Lourdes Santos, Hiram Calvo, Álvaro Anzueto-Ríos, Yenny Villuendas-Rey
2026 J jnl
Explainable and Evaluative Artificial Intelligence: Alternatives to Ensure Equity in Decision-Making.
Computación y Sistemas (CyS)
Yenny Villuendas-Rey, Oscar Camacho Nieto
2026 J jnl
Minimalist Machine Learning: Classifying Patterns with a Single Attribute.
J. Adv. Comput. Intell. Intell. Informatics
Noé Oswaldo Rodríguez-Rodríguez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Antonio Alarcón Paredes
2025 J jnl
Axolotl inspired metaheuristic for software implementation effort prediction.
J. Supercomput.
Cuauhtémoc López Martín, Yenny Villuendas-Rey, Ali Bou Nassif, Noé Oswaldo Rodríguez-Rodríguez
2025 J jnl
Gas Metal Arc Welding Dataset for Computer Vision Quality Assessment.
Res. Comput. Sci.
José A. López-Islas, Oscar Camacho-Nieto, Yenny Villuendas-Rey
2025 J jnl
Instance Selection for Hybrid and Incomplete Data based on Clustering.
Int. J. Comb. Optim. Probl. Informatics
Claudia C. Tusell Rey, Yenny Villuendas-Rey, Viridiana Salinas García, Oscar Camacho-Nieto, Cornelio Yáñez-Márquez
2025 J jnl
Minimalist Machine Learning with Metaheuristic Optimization for Explainable Spam Filtering.
Computación y Sistemas (CyS)
Jorge Alberto Pacheco-Senard, Mailyn Moreno-Espino, Cornelio Yáñez-Márquez, Yenny Villuendas-Rey, Oscar Camacho-Nieto
2025 J jnl
Multitask classification: assessing data complexity and determining correlations with classifier performance.
Neural Comput. Appl.
Yenny Villuendas-Rey, R. Andrew Taylor
2025 J jnl
Swarm Intelligence for Predicting Software Development Effort.
IEEE Access
Yenny Villuendas-Rey, Cuauhtémoc López Martín, José Luis Velázquez-Rodríguez, Cornelio Yáñez-Márquez
2024 J jnl
Ant-Based Feature and Instance Selection for Multiclass Imbalanced Data.
IEEE Access
Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Oscar Camacho-Nieto
2024 J jnl
Bioinspired Hybrid and Incomplete Data Clustering.
Int. J. Comb. Optim. Probl. Informatics
Yenny Villuendas-Rey, Claudia C. Tusell Rey, Oscar Camacho-Nieto, Viridiana Salinas García
2024 — conf
Evaluative Customized Naïve Associative Classifier: Promoting Equity in AI for the Selection and Promotion of Human Resources.
IDEAL (2)
Claudia C. Tusell Rey, Joel Pino Gómez, Yenny Villuendas-Rey
2024 J jnl
Improving Leadership in the Digital Era: A Case Study from Rural Mexico.
Syst.
Jonatan Mireles-Hernández, Carmen F. Rey-Benguría, María L. Macedo-Lavanderos, Yenny Villuendas-Rey, Mario Aldape-Pérez
2024 J jnl
KraKen: Dietary Behavior and Preferences-based Food Recommender System.
Computación y Sistemas (CyS)
Martha Tinoco-Lara, Yenny Villuendas-Rey, Juan Ignacio Vilchis García, Amadeo José Argüelles-Cruz
2024 J jnl
Mejoramiento del agrupamiento de datos mezclados e incompletos mediante algoritmos bioinspirados.
Res. Comput. Sci.
Claudia C. Tusell Rey, Yenny Villuendas-Rey, Oscar Camacho-Nieto, Viridiana Salinas García
2024 — conf
RESTful API for Intent Recognition Based on RASA.
MICAI (2)
Vicente Samuel Garófalo-Jerez, Wenny Hojas-Mazo, Mailyn Moreno-Espino, Yenny Villuendas-Rey, Ariel López González, Francisco Maciá Pérez, José Vicente Berná-Martínez
2024 J jnl
Respiratory Disease Pre-diagnosis through a Novel Pattern Classification Algorithm based on Associative Memories.
Computación y Sistemas (CyS)
Osvaldo David Velazquez-Gonzalez, Yenny Villuendas-Rey
2023 — conf
Complexity Measurement for Multitask Classification Problems in Machine Learning.
ISCMI
Yenny Villuendas-Rey, R. Andrew Taylor
2023 — conf
Evolutionary feature selection for imbalanced data.
ENC
Claudia C. Tusell Rey, Viridiana Salinas García, Yenny Villuendas-Rey
2023 J jnl
Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects.
Algorithms
José-Luis Solorio-Ramírez, Raúl Jiménez-Cruz, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2022 J jnl
Comparativa de operadores de reemplazo en algoritmos genéticos aplicado a problemas de optimización.
Res. Comput. Sci.
Carlos Alberto Rolon-Gonzalez, Yenny Villuendas-Rey
2022 J jnl
Hybrid data selection with preservation rough sets.
Soft Comput.
Yenny Villuendas-Rey
2021 J jnl
RoPM: An Algorithm for Computing Typical Testors Based on Recursive Reductions of the Basic Matrix.
IEEE Access
Joel Pino Gómez, Fidel Ernesto Hernández Montero, Joel Charles Sotelo, Julio César Gomez-Mancilla, Yenny Villuendas-Rey
2020 J jnl
Generic extended multigranular sets for mixed and incomplete information systems.
Soft Comput.
Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, José Luis Velázquez-Rodríguez
2020 J jnl
Granulation in Rough Set Theory: A novel perspective.
Int. J. Approx. Reason.
José Luis Velázquez-Rodríguez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Oscar Camacho Nieto
2020 J jnl
The Naïve Associative Classifier With Epsilon Disambiguation.
IEEE Access
Adolfo Rangel-Dìaz De La Vega, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Oscar Camacho Nieto
2020 J jnl
Transformed
J. Syst. Softw.
Cuauhtémoc López Martín, Yenny Villuendas-Rey, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan
2020 J jnl
Undersampling Instance Selection for Hybrid and Incomplete Imbalanced Data.
J. Univers. Comput. Sci.
Oscar Camacho Nieto, Cornelio Yáñez-Márquez, Yenny Villuendas-Rey
2019 J jnl
An Extension of the Gamma Associative Classifier for Dealing With Hybrid Data.
IEEE Access
Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Jarvin A. Antón Vargas, Itzamá López-Yáñez
2019 J jnl
Maximal similarity granular rough sets for mixed and incomplete information systems.
Soft Comput.
Yenny Villuendas-Rey
2019 J jnl
NACOD: A Naïve Associative Classifier for Online Data.
IEEE Access
Yenny Villuendas-Rey, Javier A. Hernández-Castaño, Oscar Camacho Nieto, Cornelio Yáñez-Márquez, Itzamá López-Yáñez
2019 J jnl
Prediction of Cancer using Microarrays Analysis by Machine Learning Algorithms.
Res. Comput. Sci.
José Luis Velázquez-Rodríguez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2018 J jnl
A New Experimentation Module for the EPIC Software.
Res. Comput. Sci.
Javier A. Hernández-Castaño, Yenny Villuendas-Rey, Oscar Camacho Nieto, Carmen F. Rey-Benguría
2018 J jnl
Automatic feature weighting for improving financial Decision Support Systems.
Decis. Support Syst.
Yosimar O. Serrano-Silva, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2018 J jnl
Credit Assignment: Using Resampling Methods for Dealing with the Class Imbalance Problem.
Res. Comput. Sci.
Víctor D. de la Cruz-Galarza, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2018 J jnl
Experimental Platform for Intelligent Computing (EPIC).
Computación y Sistemas
Javier A. Hernández-Castaño, Oscar Camacho Nieto, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2018 J jnl
Improving the Performance of an Associative Classifier by Gamma Rough Sets Based Instance Selection.
Int. J. Pattern Recognit. Artif. Intell.
Jarvin A. Antón Vargas, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Oscar Camacho Nieto
2018 J jnl
Medical Diagnosis of Chronic Diseases Based on a Novel Computational Intelligence Algorithm.
J. Univers. Comput. Sci.
Yenny Villuendas-Rey, Mariana Dayanara Alanis-Tamez, Carmen F. Rey-Benguría, Cornelio Yáñez-Márquez, Oscar Camacho Nieto
2018 J jnl
Selecting an Optimization Algorithm for the Administration of Human Resources Process in the Production Line of a Textile Enterprise.
Res. Comput. Sci.
Alejandro-Ernesto González-Alegrant, Yenny Villuendas-Rey, Jarvin-Alberto Antón-Vargas, Cornelio Yáñez-Márquez
2018 J jnl
Synesthetic Musical Composition using Computational Intelligence.
Res. Comput. Sci.
Alan Garcia-Zambrano, Yenny Villuendas-Rey, Oscar Camacho Nieto
2018 — conf
The Potential Use of Bioinspired Algorithms Applied in the Segmentation of Mammograms.
KDIR
David González-Patiño, Yenny Villuendas-Rey, Amadeo José Argüelles-Cruz
2018 J jnl
Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications.
Neural Process. Lett.
Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Mario Aldape-Pérez, Oscar Camacho Nieto, Amadeo José Argüelles-Cruz, Yenny Villuendas-Rey
2017 J jnl
Computational Intelligence Algorithms Applied to the Pre-diagnosis of Chronic Diseases.
Res. Comput. Sci.
Mariana Dayanara Alanis-Tamez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2017 J jnl
Electoral Preferences Prediction of the YouGov Social Network Users Based on Computational Intelligence Algorithms.
J. Univers. Comput. Sci.
Sonia Ortiz-Ángeles, Yenny Villuendas-Rey, Itzamá López-Yáñez, Oscar Camacho Nieto, Cornelio Yáñez-Márquez
2017 J jnl
Experimental Comparison of Bioinspired Segmentation Algorithms Applied to Segmentation of Digital Mammographies.
Res. Comput. Sci.
David González-Patiño, Yenny Villuendas-Rey, Amadeo José Argüelles-Cruz
2017 J jnl
Instance-based ontology matching for e-learning material using an associative pattern classifier.
Comput. Hum. Behav.
Sergio Cerón-Figueroa, Itzamá López-Yáñez, Wadee Alhalabi, Oscar Camacho Nieto, Yenny Villuendas-Rey, Mario Aldape-Pérez, Cornelio Yáñez-Márquez
2017 J jnl
Simultaneous instance and feature selection for improving prediction in special education data.
Program
Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Miltiadis D. Lytras, Cornelio Yáñez-Márquez, Oscar Camacho Nieto
2017 J jnl
The Naïve Associative Classifier (NAC): A novel, simple, transparent, and accurate classification model evaluated on financial data.
Neurocomputing
Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Ángel Ferreira-Santiago, Oscar Camacho Nieto, Cornelio Yáñez-Márquez
2016 J jnl
An Experimental Comparison of Credit Risk Classification.
Res. Comput. Sci.
Cornelio Yáñez-Márquez, Yenny Villuendas-Rey, Yosimar O. Serrano-Silva
2016 J jnl
An experimental comparison of supervised classification algorithms for breast cancer detection.
Res. Comput. Sci.
Amadeo José Argüelles-Cruz, David González-Patiño, Yenny Villuendas-Rey
2016 J jnl
Clustering Techniques for Document Classification.
Res. Comput. Sci.
Julio Fernández, Jarvin A. Antón Vargas, Yenny Villuendas-Rey, José F. Cabrera-Venegas, Yusbel Chávez, Amadeo José Argüelles-Cruz
2016 J jnl
Instance Selection to Improve Gamma Classifier.
Polibits
Jarvin A. Antón Vargas, Yenny Villuendas-Rey, Itzamá López-Yáñez
2016 J jnl
Mammogram Image Segmentation Using Bioinspired Novel Bat Swarm Clustering.
Res. Comput. Sci.
David González-Patiño, Yenny Villuendas-Rey, Amadeo José Argüelles-Cruz
2016 J jnl
Telemarketing Success: Evaluation of Supervised Classifiers.
Res. Comput. Sci.
Yosimar O. Serrano-Silva, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
2015 J jnl
Assessing the Protective Activity of a Recently Discovered Phenolic Compound against Oxidative Stress Using Computational Chemistry.
J. Chem. Inf. Model.
Yenny Villuendas-Rey, Juan Raúl Alvarez-Idaboy, Annia Galano
2015 J jnl
Gamma classifier based instance selection.
Res. Comput. Sci.
Itzamá López-Yáñez, Jarvin A. Antón Vargas, Yenny Villuendas-Rey
2015 J jnl
Improving Parameters of the Gamma Associative Classifier using Differential Evolution.
Res. Comput. Sci.
Antonio Ramírez-Ramírez, Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Yenny Villuendas-Rey
2015 J jnl
Instance Selection in the Performance of Gamma Associative Classifier.
Res. Comput. Sci.
Jarvin A. Antón Vargas, Yenny Villuendas-Rey, Itzamá López-Yáñez, Abril Valeria Uriarte-Arcia
2015 J jnl
New Unsupervised Classification Scheme for Datasets with presence of noise.
Res. Comput. Sci.
Cornelio Yáñez-Márquez, Jarvin A. Antón Vargas, José F. Cabrera-Venegas, Yenny Villuendas-Rey
2014 J jnl
Selección de atributos y casos para el clasificador NN a través de conjuntos aproximados y algoritmos inspirados en la naturaleza.
Computación y Sistemas
Yenny Villuendas-Rey, María Matilde García Lorenzo
2013 J jnl
Improving the family orientation process in Cuban Special Schools trough Nearest Prototype classification.
Int. J. Interact. Multim. Artif. Intell.
Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Yailé Caballero Mota, María Matilde García Lorenzo
2013 — conf
Mixed Data Balancing through Compact Sets Based Instance Selection.
CIARP (1)
Yenny Villuendas-Rey, María Matilde García Lorenzo
2012 — conf
Intelligent Feature and Instance Selection to Improve Nearest Neighbor Classifiers.
MICAI (1)
Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo
2012 — conf
Nearest Prototype Classification of Special School Families Based on Hierarchical Compact Sets Clustering.
IBERAMIA
Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Yailé Caballero Mota, María Matilde García Lorenzo
2012 — conf
Prototype Selection with Compact Sets and Extended Rough Sets.
IBERAMIA
Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo
2012 C conf
Using Rough Sets and Maximum Similarity Graphs for Nearest Prototype Classification.
CIARP
Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo
2009 C conf
Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs.
CIARP
Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2009 C conf
Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers.
CIARP
Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad
2008 C conf
Selecting Features and Objects for Mixed and Incomplete Data.
CIARP
Yenny Villuendas-Rey, Milton García-Borroto, José Ruiz-Shulcloper
2006 C conf
Selecting Objects for ALVOT.
CIARP
Miguel Angel Medina-Pérez, Milton García-Borroto, Yenny Villuendas-Rey, José Ruiz-Shulcloper
2006 C conf
Simultaneous Features and Objects Selection for Mixed and Incomplete Data.
CIARP
Yenny Villuendas-Rey, Milton García-Borroto, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper