A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data.
Rosa Maria Valdovinos , J. Salvador Sánchez , Angélica Guzmán Ponce
hybrid artificial intelligence systems 299 -311
2020
A Metaheuristic Algorithm to Face the Graph Coloring Problem.
Rosa Maria Valdovinos , José Raymundo Marcial-Romero , Angélica Guzmán Ponce , Roberto Alejo
hybrid artificial intelligence systems 195 -208
2020
Entornos de trabajo para procesamiento de datos masivos y aprendizaje automático
Angélica Guzmán Ponce , Rosa María Valdovinos Rosas , José Raymundo Marcial Romero , Roberto Alejo Eleuterio
Research on computing science 147 ( 5) 225 -237
2018
Comportamiento de algoritmos de sobre-muestreo en Big Data
Angélica Guzmán Ponce , César Ferri , José Salvador Sánchez-Garreta , José Raymundo Marcial-Romero
Ideas en Ciencias de la Ingeniería 1 ( 2) 53 -69
2022
Un análisis bidimensional de las técnicas de remuestreo para grandes conjuntos de datos desbalanceados
Angélica Guzmán Ponce , J Salvador Sanchéz , Rosa M Valdovinos Rosas , J Raymundo Marcial Romero
Programación matemática y software 11 ( 1) 48 -55
2019
Approximate the chromatic number of a graph using maximal independent sets
Angelica Guzman-Ponce , J. Raymundo Marcial-Romero , Guillermo De Ita , Jose A. Hernandez
international conference on electronics, communications, and computers 19 -24
1
2016
Identification of Latent Topics in Patients Surviving COVID-19 in Mexico
Angelica Guzman-Ponce , Ruben Fernandez-Beltran , Rosa Maria Valdovinos-Rosas , Marcelo Romero-Huertas
IEEE Latin America Transactions 21 ( 2) 328 -334
1
2023
Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features
Ruben Fernandez-Beltran , Angelica Guzman-Ponce , Rafael Fernandez , Jian Kang
Image and Vision Computing 104922 -104922
2024
DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem
Angélica Guzmán-Ponce , José Salvador Sánchez , Rosa Maria Valdovinos , José Raymundo Marcial-Romero
Expert Systems With Applications 168 114301
35
2021
Weighted Complete Graphs for Condensing Data
A. Guzmán-Ponce , J. Raymundo Marcial-Romero , R.M. Valdovinos-Rosas , J.S. Sánchez-Garreta
Electronic Notes in Theoretical Computer Science 354 45 -60
2020
Contribuciones a la Ingeniería y Ciencias del Agua
Maximo A Aguero Granados , Angélica Lizbeth Álvarez Mejía , Ricardo Arévalo Mejía , Blas Emilio Bautista Velasco
Universidad Autónoma del Estado de Mexico
Nuevos algoritmos basados en grafos y clustering para el tratamiento de complejidades de los datos
Angélica Gúzman Ponce
Universidad Autónoma del Estado de México
1
2021
Diseño de un algoritmo para aproximar el coloreo de una gráfica mediante conjuntos maximales independientes
ANGELICA GUZMAN PONCE
Universidad Autónoma del Estado de México
2017
Structural Analysis of the Mexico-Toluca Interurban Train with Data Science
Rosa María Valdovinos Rosas , Osmar David Arellano-Magdaleno , ANGELICA GUZMAN PONCE , DAVID JOAQUIN DELGADO HERNANDEZ
IEEE Symposium Series on Computational Intelligence (SSCI)
A New Under-Sampling Method to Face Class Overlap and Imbalance
Angélica Guzmán-Ponce , Rosa María Valdovinos , José Salvador Sánchez , José Raymundo Marcial-Romero
Applied Sciences 10 ( 15) 5164
18
2020
Review on the Application of Big Data Algorithms to Understand a Pandemic Virus
Angélica Guzmán-Ponce , J Leonardo González-Ruíz , Iván Francisco-Valencia
Smpte Journal 211 -233
2023
Pattern Recognition in Road Safety: Uncovering the Latent Causes of Accidents on Mexico’s Federal Highways
Diana Zepeda-Martínez , Angélica Guzmán-Ponce , R María Valdovinos-Rosas , David Joaquín Delgado-Hernández
Springer Nature Switzerland 13 -22
2024
Exploring COVID-19 Trends in Mexico during the Winter Season with Explainable Artificial Intelligence (XAI)
Angélica Guzmán-Ponce , Rosa María Valdovinos-Rosas , Jacobo Leonardo González-Ruíz , Iván Franciso-Valencia
IEEE Latin America Transactions 22 ( 7) 539 -547
2024
An algorithm to approximate the chromatic number of graphs
Angelica Guzman Ponce , J. Raymundo Marcial-Romero , Jose A. Henrandez , Guillermo De Ita
international conference on electronics, communications, and computers 110 -115
2
2015