Cornelio Yáñez-Márquez

Cornelio Yáñez-Márquez

Instituto Politécnico Nacional

H-index: 28

Latin America-Mexico

About Cornelio Yáñez-Márquez

Cornelio Yáñez-Márquez, With an exceptional h-index of 28 and a recent h-index of 19 (since 2020), a distinguished researcher at Instituto Politécnico Nacional, specializes in the field of Associative Memories, Neural Networks, Pattern Recognition.

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

MiniCovid-Unet: CT-Scan Lung Images Segmentation for COVID-19 Identification

Convolving Emotions: A Compact CNN for EEG-Based Emotion Recognition

BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet

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

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

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

Entanglement measures of a pentapartite W-class state in the noninertial frame

Geospatial analysis of COVID-19 distribution and its relation to public transportation services

Cornelio Yáñez-Márquez Information

University

Position

Laboratorio de Cómputo Inteligente CIC- México

Citations(all)

2988

Citations(since 2020)

1348

Cited By

1962

hIndex(all)

28

hIndex(since 2020)

19

i10Index(all)

88

i10Index(since 2020)

40

Email

University Profile Page

Instituto Politécnico Nacional

Google Scholar

View Google Scholar Profile

Cornelio Yáñez-Márquez Skills & Research Interests

Associative Memories

Neural Networks

Pattern Recognition

Top articles of Cornelio Yáñez-Márquez

Title

Journal

Author(s)

Publication Date

MiniCovid-Unet: CT-Scan Lung Images Segmentation for COVID-19 Identification

Computación y Sistemas

Alvaro Salazar-Urbina

Elías Jesús Ventura-Molina

Cornelio Yáñez-Márquez

Mario Aldape-Pérez

Itzamá López-Yáñez

2024/3/20

Convolving Emotions: A Compact CNN for EEG-Based Emotion Recognition

Marco A Cardoso-Moreno

Cesar Macias

Tania Alcantara

Miguel Soto

Hiram Calvo

...

2023/12/5

BEC-1D: Biosignal-Based Emotions Classification with 1D ConvNet

Juan Eduardo Luján-García

Marco A Cardoso-Moreno

Cornelio Yáñez-Márquez

Hiram Calvo

2023/11/9

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

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

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

Entanglement measures of a pentapartite W-class state in the noninertial frame

Quantum Information Processing

Daniel Mejía Ocampo

Julio César Salgado Ramírez

Cornelio Yáñez-Márquez

Guo-Hua Sun

2022/2

Geospatial analysis of COVID-19 distribution and its relation to public transportation services

Magdalena Saldana-Perez

Víctor Garrido-Gutierrez

Cornelio Yáñez-Márquez

Miguel Torres-Ruiz

Marco Moreno-Ibarra

2022/1/1

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

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

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

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

La implementación del cupo de reserva entre el pdi con discapacidad

C Márquez

S Sánchez

MY González-Alonso

E Ortega

JA Rueda

2021

Improving the performance of an associative classifier in the context of class-imbalanced classification

Electronics

Carlos Alberto Rolón-González

Rodrigo Castañón-Méndez

Antonio Alarcón-Paredes

Itzamá López-Yáñez

Cornelio Yáñez-Márquez

2021/5/6

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

Brain hemorrhage classification in CT scan images using minimalist machine learning

Diagnostics

José-Luis Solorio-Ramírez

Magdalena Saldana-Perez

Miltiadis D Lytras

Marco-Antonio Moreno-Ibarra

Cornelio Yáñez-Márquez

2021/8/11

See List of Professors in Cornelio Yáñez-Márquez University(Instituto Politécnico Nacional)

Co-Authors

H-index: 73
Joao Gama

Joao Gama

Universidade do Porto

H-index: 64
Shi-Hai Dong

Shi-Hai Dong

Instituto Politécnico Nacional

H-index: 43
Josep Salvador Sánchez Garreta

Josep Salvador Sánchez Garreta

Universidad Jaime I

H-index: 21
Camacho-Nieto, Oscar

Camacho-Nieto, Oscar

Instituto Politécnico Nacional

H-index: 19
Itzamá López Yáñez

Itzamá López Yáñez

Instituto Politécnico Nacional

H-index: 16
Mario Aldape Perez

Mario Aldape Perez

Instituto Politécnico Nacional

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