Yenny Villuendas-Rey

Yenny Villuendas-Rey

Instituto Politécnico Nacional

H-index: 14

Latin America-Mexico

About Yenny Villuendas-Rey

Yenny Villuendas-Rey, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Instituto Politécnico Nacional, specializes in the field of data preprocessing, computational intelligence, pattern recognition, bio-inspired algorithms.

His recent articles reflect a diverse array of research interests and contributions to the field:

Random forest Algorithm for the Classification of Spectral Data of Astronomical Objects

A Novel Bioinspired Algorithm for Mixed and Incomplete Breast Cancer Data Classification

Novel Features and Neighborhood Complexity Measures for Multiclass Classification of Hybrid Data

Complexity Measurement for Multitask Classification Problems in Machine Learning

Evolutionary feature selection for imbalanced data

A priori determining the performance of the customized naïve associative classifier for business data classification based on data complexity measures

Correlation assessment of the performance of associative classifiers on credit datasets based on data complexity measures

Customized instance random undersampling to increase knowledge management for multiclass imbalanced data classification

Yenny Villuendas-Rey Information

University

Position

Centro de Innovación y Desarrollo Tecnológico en Cómputo México

Citations(all)

749

Citations(since 2020)

595

Cited By

320

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

19

i10Index(since 2020)

17

Email

University Profile Page

Instituto Politécnico Nacional

Google Scholar

View Google Scholar Profile

Yenny Villuendas-Rey Skills & Research Interests

data preprocessing

computational intelligence

pattern recognition

bio-inspired algorithms

Top articles of Yenny Villuendas-Rey

Title

Journal

Author(s)

Publication Date

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

2023/6/8

A Novel Bioinspired Algorithm for Mixed and Incomplete Breast Cancer Data Classification

International Journal of Environmental Research and Public Health

David González-Patiño

Yenny Villuendas-Rey

Magdalena Saldaña-Pérez

Amadeo-José Argüelles-Cruz

2023/2/13

Novel Features and Neighborhood Complexity Measures for Multiclass Classification of Hybrid Data

Sustainability

Francisco J Camacho-Urriolagoitia

Yenny Villuendas-Rey

Cornelio Yáñez-Márquez

Miltiadis Lytras

2023/1/20

Complexity Measurement for Multitask Classification Problems in Machine Learning

Yenny Villuendas-Rey

R Andrew Taylor

2023/11/25

Evolutionary feature selection for imbalanced data

Claudia C Tusell Rey

Viridiana Salinas García

Yenny Villuendas-Rey

2023/9/11

A priori determining the performance of the customized naïve associative classifier for business data classification based on data complexity measures

Mathematics

Claudia C Tusell-Rey

Oscar Camacho-Nieto

Cornelio Yáñez-Márquez

Yenny Villuendas-Rey

Ricardo Tejeida-Padilla

...

2022/8/2

Correlation assessment of the performance of associative classifiers on credit datasets based on data complexity measures

Mathematics

Francisco J Camacho-Urriolagoitia

Yenny Villuendas-Rey

Itzamá López-Yáñez

Oscar Camacho-Nieto

Cornelio Yáñez-Márquez

2022/4/26

Customized instance random undersampling to increase knowledge management for multiclass imbalanced data classification

Sustainability

Claudia C Tusell-Rey

Oscar Camacho-Nieto

Cornelio Yáñez-Márquez

Yenny Villuendas-Rey

2022/11/3

Hybrid data selection with preservation rough sets

Soft Computing

Yenny Villuendas-Rey

2022/11

Improvement of tourists satisfaction according to their non-verbal preferences using computational intelligence

Applied Sciences

Claudia C Tusell-Rey

Ricardo Tejeida-Padilla

Oscar Camacho-Nieto

Yenny Villuendas-Rey

Cornelio Yáñez-Márquez

2021/3/11

Supervised classification of diseases based on an improved associative algorithm

Mathematics

Raúl Jiménez-Cruz

José-Luis Velázquez-Rodríguez

Itzamá López-Yáñez

Yenny Villuendas-Rey

Cornelio Yáñez-Márquez

2021/6/22

Training service staff to enhance non-verbal behavioral skills to increase customer profitability in tourism

Tourism and Hospitality

Claudia C Tusell-Rey

Carmen F Rey-Benguría

Ricardo Tejeida-Padilla

Yenny Villuendas-Rey

2021/5/21

Identification of Babbitt Damage and Excessive Clearance in Journal Bearings through an Intelligent Recognition Approach

Joel Pino Gómez

Fidel Ernesto Hernández Montero

Julio César Gómez Mancilla

Yenny Villuendas Rey

2021

Nanochest-net: A simple convolutional network for radiological studies classification

Diagnostics

Juan Eduardo Luján-García

Yenny Villuendas-Rey

Itzamá López-Yáñez

Oscar Camacho-Nieto

Cornelio Yáñez-Márquez

2021/4/26

Dynamic nearest neighbor: An improved machine learning classifier and its application in finances

Applied Sciences

Oscar Camacho-Urriolagoitia

Itzamá López-Yáñez

Yenny Villuendas-Rey

Oscar Camacho-Nieto

Cornelio Yáñez-Márquez

2021/9/24

A general framework for mixed and incomplete data clustering based on swarm intelligence algorithms

Mathematics

Yenny Villuendas-Rey

Eley Barroso-Cubas

Oscar Camacho-Nieto

Cornelio Yáñez-Márquez

2021/4/6

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 Gómez Mancilla

Yenny Villuendas Rey

2021/9/13

Mexican axolotl optimization: A novel bioinspired heuristic

Mathematics

Yenny Villuendas-Rey

José L Velázquez-Rodríguez

Mariana Dayanara Alanis-Tamez

Marco-Antonio Moreno-Ibarra

Cornelio Yáñez-Márquez

2021/4/3

Classification of diseases using machine learning algorithms: A comparative study

Mathematics

Marco-Antonio Moreno-Ibarra

Yenny Villuendas-Rey

Miltiadis D Lytras

Cornelio Yáñez-Márquez

Julio-César Salgado-Ramírez

2021/7/31

Impact of imbalanced datasets preprocessing in the performance of associative classifiers

Applied Sciences

Adolfo Rangel-Díaz-de-la-Vega

Yenny Villuendas-Rey

Cornelio Yáñez-Márquez

Oscar Camacho-Nieto

Itzamá López-Yáñez

2020/4/16

See List of Professors in Yenny Villuendas-Rey University(Instituto Politécnico Nacional)

Co-Authors

H-index: 64
Annia Galano

Annia Galano

Universidad Autónoma Metropolitana

H-index: 49
J.R. Alvarez-Idaboy

J.R. Alvarez-Idaboy

Universidad Nacional Autónoma de México

H-index: 33
Rafael Bello

Rafael Bello

Universidad Central Marta Abreu de Las Villas

H-index: 28
Cornelio Yáñez-Márquez

Cornelio Yáñez-Márquez

Instituto Politécnico Nacional

H-index: 21
Camacho-Nieto, Oscar

Camacho-Nieto, Oscar

Instituto Politécnico Nacional

H-index: 21
Jose Ruiz Shulcloper

Jose Ruiz Shulcloper

Universidad de las Ciencias Informáticas

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