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2020 – today
- 2024
[j37]Yenny Villuendas-Rey, Cornelio Yáñez-Márquez
, Oscar Camacho-Nieto:
Ant-Based Feature and Instance Selection for Multiclass Imbalanced Data. IEEE Access 12: 133952-133968 (2024)- [j36]Osvaldo David Velazquez-Gonzalez, Yenny Villuendas-Rey:
Respiratory Disease Pre-diagnosis through a Novel Pattern Classification Algorithm based on Associative Memories. Computación y Sistemas (CyS) 28(3) (2024) - [c13]Vicente Samuel Garófalo-Jerez, Wenny Hojas-Mazo, Mailyn Moreno-Espino, Yenny Villuendas-Rey, Ariel López González, Francisco Maciá Pérez, José Vicente Berná-Martínez:
RESTful API for Intent Recognition Based on RASA. MICAI (2) 2024: 211-223 - 2023
- [j35]José-Luis Solorio-Ramírez, Raúl Jiménez-Cruz, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects. Algorithms 16(6): 293 (2023) - [c12]Claudia C. Tusell Rey, Viridiana Salinas García, Yenny Villuendas-Rey:
Evolutionary feature selection for imbalanced data. ENC 2023: 1-7 - [d1]Claudia C. Tussell-Rey, Ricardo Tejeida-Padilla, Oscar Camacho-Nieto, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Non Verbal Tourists. UCI Machine Learning Repository, 2023
- 2022
- [j34]Yenny Villuendas-Rey:
Hybrid data selection with preservation rough sets. Soft Comput. 26(21): 11197-11223 (2022) - 2021
- [j33]Joel Pino Gómez, Fidel Ernesto Hernández Montero, Joel Charles Sotelo, Julio César Gomez-Mancilla, Yenny Villuendas-Rey:
RoPM: An Algorithm for Computing Typical Testors Based on Recursive Reductions of the Basic Matrix. IEEE Access 9: 128220-128232 (2021) - 2020
- [j32]Adolfo Rangel-Dìaz De La Vega, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Oscar Camacho Nieto:
The Naïve Associative Classifier With Epsilon Disambiguation. IEEE Access 8: 51862-51870 (2020) - [j31]José Luis Velázquez-Rodríguez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Oscar Camacho Nieto:
Granulation in Rough Set Theory: A novel perspective. Int. J. Approx. Reason. 124: 27-39 (2020) - [j30]Cuauhtémoc López Martín, Yenny Villuendas-Rey, Mohammad Azzeh, Ali Bou Nassif, Shadi Banitaan:
Transformed k-nearest neighborhood output distance minimization for predicting the defect density of software projects. J. Syst. Softw. 167: 110592 (2020) - [j29]Oscar Camacho Nieto, Cornelio Yáñez-Márquez, Yenny Villuendas-Rey:
Undersampling Instance Selection for Hybrid and Incomplete Imbalanced Data. J. Univers. Comput. Sci. 26(6): 698-719 (2020) - [j28]Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, José Luis Velázquez-Rodríguez:
Generic extended multigranular sets for mixed and incomplete information systems. Soft Comput. 24(8): 6119-6137 (2020)
2010 – 2019
- 2019
- [j27]Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Jarvin A. Antón Vargas, Itzamá López-Yáñez:
An Extension of the Gamma Associative Classifier for Dealing With Hybrid Data. IEEE Access 7: 64198-64205 (2019) - [j26]Yenny Villuendas-Rey, Javier A. Hernández-Castaño, Oscar Camacho Nieto, Cornelio Yáñez-Márquez, Itzamá López-Yáñez:
NACOD: A Naïve Associative Classifier for Online Data. IEEE Access 7: 117761-117767 (2019) - [j25]José Luis Velázquez-Rodríguez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Prediction of Cancer using Microarrays Analysis by Machine Learning Algorithms. Res. Comput. Sci. 148(10): 199-208 (2019) - [j24]Yenny Villuendas-Rey:
Maximal similarity granular rough sets for mixed and incomplete information systems. Soft Comput. 23(13): 4617-4631 (2019) - 2018
- [j23]Javier A. Hernández-Castaño, Oscar Camacho Nieto, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Experimental Platform for Intelligent Computing (EPIC). Computación y Sistemas 22(1) (2018) - [j22]Yosimar O. Serrano-Silva, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Automatic feature weighting for improving financial Decision Support Systems. Decis. Support Syst. 107: 78-87 (2018) - [j21]Jarvin A. Antón Vargas, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Oscar Camacho Nieto:
Improving the Performance of an Associative Classifier by Gamma Rough Sets Based Instance Selection. Int. J. Pattern Recognit. Artif. Intell. 32(1): 1860009:1-1860009:32 (2018) - [j20]Yenny Villuendas-Rey, Mariana Dayanara Alanis-Tamez, Carmen F. Rey-Benguría, Cornelio Yáñez-Márquez, Oscar Camacho Nieto:
Medical Diagnosis of Chronic Diseases Based on a Novel Computational Intelligence Algorithm. J. Univers. Comput. Sci. 24(6): 775-796 (2018) - [j19]Cornelio Yáñez-Márquez, Itzamá López-Yáñez, Mario Aldape-Pérez, Oscar Camacho Nieto, Amadeo José Argüelles-Cruz, Yenny Villuendas-Rey:
Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications. Neural Process. Lett. 48(2): 811-847 (2018) - [j18]Alejandro-Ernesto González-Alegrant, Yenny Villuendas-Rey, Jarvin-Alberto Antón-Vargas, Cornelio Yáñez-Márquez:
Selecting an Optimization Algorithm for the Administration of Human Resources Process in the Production Line of a Textile Enterprise. Res. Comput. Sci. 147(12): 97-106 (2018) - [j17]Víctor D. de la Cruz-Galarza, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Credit Assignment: Using Resampling Methods for Dealing with the Class Imbalance Problem. Res. Comput. Sci. 147(12): 161-170 (2018) - [j16]Alan Garcia-Zambrano, Yenny Villuendas-Rey, Oscar Camacho Nieto:
Synesthetic Musical Composition using Computational Intelligence. Res. Comput. Sci. 147(12): 233-242 (2018) - [j15]Javier A. Hernández-Castaño, Yenny Villuendas-Rey, Oscar Camacho Nieto, Carmen F. Rey-Benguría:
A New Experimentation Module for the EPIC Software. Res. Comput. Sci. 147(12): 243-252 (2018) - [c11]David González-Patiño, Yenny Villuendas-Rey, Amadeo José Argüelles-Cruz:
The Potential Use of Bioinspired Algorithms Applied in the Segmentation of Mammograms. KDIR 2018: 301-304 - 2017
- [j14]Sergio Cerón-Figueroa, Itzamá López-Yáñez, Wadee Alhalabi, Oscar Camacho Nieto, Yenny Villuendas-Rey, Mario Aldape-Pérez, Cornelio Yáñez-Márquez:
Instance-based ontology matching for e-learning material using an associative pattern classifier. Comput. Hum. Behav. 69: 218-225 (2017) - [j13]Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Ángel Ferreira-Santiago, Oscar Camacho Nieto, Cornelio Yáñez-Márquez:
The Naïve Associative Classifier (NAC): A novel, simple, transparent, and accurate classification model evaluated on financial data. Neurocomputing 265: 105-115 (2017) - [j12]Sonia Ortiz-Ángeles, Yenny Villuendas-Rey, Itzamá López-Yáñez, Oscar Camacho Nieto, Cornelio Yáñez-Márquez:
Electoral Preferences Prediction of the YouGov Social Network Users Based on Computational Intelligence Algorithms. J. Univers. Comput. Sci. 23(3): 304-326 (2017) - [j11]Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Miltiadis D. Lytras, Cornelio Yáñez-Márquez, Oscar Camacho Nieto:
Simultaneous instance and feature selection for improving prediction in special education data. Program 51(3): 278-297 (2017) - [j10]Mariana Dayanara Alanis-Tamez, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Computational Intelligence Algorithms Applied to the Pre-diagnosis of Chronic Diseases. Res. Comput. Sci. 138: 41-50 (2017) - [j9]David González-Patiño, Yenny Villuendas-Rey, Amadeo José Argüelles-Cruz:
Experimental Comparison of Bioinspired Segmentation Algorithms Applied to Segmentation of Digital Mammographies. Res. Comput. Sci. 138: 109-116 (2017) - 2016
- [j8]Jarvin A. Antón Vargas, Yenny Villuendas-Rey, Itzamá López-Yáñez:
Instance Selection to Improve Gamma Classifier. Polibits 54: 71-77 (2016) - [j7]David González-Patiño, Yenny Villuendas-Rey, Amadeo José Argüelles-Cruz:
Mammogram Image Segmentation Using Bioinspired Novel Bat Swarm Clustering. Res. Comput. Sci. 118: 87-96 (2016) - [j6]Julio Fernández, Jarvin A. Antón Vargas, Yenny Villuendas-Rey, José F. Cabrera-Venegas, Yusbel Chávez, Amadeo José Argüelles-Cruz:
Clustering Techniques for Document Classification. Res. Comput. Sci. 118: 115-125 (2016) - [j5]Yosimar O. Serrano-Silva, Yenny Villuendas-Rey, Cornelio Yáñez-Márquez:
Telemarketing Success: Evaluation of Supervised Classifiers. Res. Comput. Sci. 118: 157-166 (2016) - 2015
- [j4]Yenny Villuendas-Rey, Juan Raúl Alvarez-Idaboy, Annia Galano:
Assessing the Protective Activity of a Recently Discovered Phenolic Compound against Oxidative Stress Using Computational Chemistry. J. Chem. Inf. Model. 55(12): 2552-2561 (2015) - [j3]Jarvin A. Antón Vargas, Yenny Villuendas-Rey, Itzamá López-Yáñez, Abril V. Uriarte-García:
Instance Selection in the Performance of Gamma Associative Classifier. Res. Comput. Sci. 105: 117-125 (2015) - 2014
- [j2]Yenny Villuendas-Rey, María Matilde García Lorenzo:
Selección de atributos y casos para el clasificador NN a través de conjuntos aproximados y algoritmos inspirados en la naturaleza. Computación y Sistemas 18(2) (2014) - 2013
- [j1]Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Yailé Caballero Mota, María Matilde García Lorenzo:
Improving the family orientation process in Cuban Special Schools trough Nearest Prototype classification. Int. J. Interact. Multim. Artif. Intell. 2(1): 12-22 (2013) - [c10]Yenny Villuendas-Rey, María Matilde García Lorenzo:
Mixed Data Balancing through Compact Sets Based Instance Selection. CIARP (1) 2013: 254-261 - 2012
- [c9]Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo:
Using Rough Sets and Maximum Similarity Graphs for Nearest Prototype Classification. CIARP 2012: 300-307 - [c8]Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo:
Prototype Selection with Compact Sets and Extended Rough Sets. IBERAMIA 2012: 159-168 - [c7]Yenny Villuendas-Rey, Carmen F. Rey-Benguría, Yailé Caballero Mota, María Matilde García Lorenzo:
Nearest Prototype Classification of Special School Families Based on Hierarchical Compact Sets Clustering. IBERAMIA 2012: 662-671 - [c6]Yenny Villuendas-Rey, Yailé Caballero Mota, María Matilde García Lorenzo:
Intelligent Feature and Instance Selection to Improve Nearest Neighbor Classifiers. MICAI (1) 2012: 27-38
2000 – 2009
- 2009
- [c5]Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs. CIARP 2009: 465-472 - [c4]Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers. CIARP 2009: 489-496 - 2008
- [c3]Yenny Villuendas-Rey, Milton García-Borroto, José Ruiz-Shulcloper:
Selecting Features and Objects for Mixed and Incomplete Data. CIARP 2008: 381-388 - 2006
- [c2]Yenny Villuendas-Rey, Milton García-Borroto, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper:
Simultaneous Features and Objects Selection for Mixed and Incomplete Data. CIARP 2006: 597-605 - [c1]Miguel Angel Medina-Pérez, Milton García-Borroto, Yenny Villuendas-Rey, José Ruiz-Shulcloper:
Selecting Objects for ALVOT. CIARP 2006: 606-613
Coauthor Index
aka: Oscar Camacho-Nieto
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