Publicacions en revistes

• Shadow detection using a cross-attentional dual-decoder network with self-supervised image reconstruction features

  Ruben Fernandez Beltran, Angélica Guzmán Ponce, Rafael Fernández Beltrán, Jian Kang, Ginés García Mateos. IMAGE AND VISION COMPUTING . Vol. 143. pp. 1-16. 2024. Científic.

• Identification of Latent Topics in Patients Surviving COVID-19 in Mexico

  Angélica Guzmán Ponce, Ruben Fernandez Beltran, Rosa Maria Valdovinos Rosas, Marcelo Romero Huertas, Jose Raymundo Marcial Romero. IEEE LATIN AMERICA TRANSACTIONS. Num. 2. Vol. 21. pp. 328-334. 2023. Científic.

• 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. Num. 2. Vol. 1. pp. 53-69. 2022. Científic.

• DBIG-US: A two-stage under-sampling algorithm to face the class imbalance problem

  Angélica Guzmán Ponce, José Salvador Sánchez Garreta, Rosa María Valdovinos Rosas, J.R. Marcial Romero. EXPERT SYSTEMS WITH APPLICATIONS. Vol. 168. pp. 1-12. 2021. Científic.

• A New Under-Sampling Method to Face Class Overlap and Imbalance

  Angélica Guzmán Ponce, Rosa María Valdovinos, José Salvador Sánchez Garreta, José Raymundo Marcial Romero. APPLIED SCIENCES-BASEL. Num. 15. Vol. 10. pp. 1-22. 2020. Científic.

Capítols de llibre

• Review on the Application of Big Data Algorithms to Understand a Pandemic Virus

  Angélica Guzmán Ponce, J. Leonardo González Ruíz, Iván Francisco Valencia. Handbook of Research on Applied Artificial Intelligence and Robotics for Government Processes. Ed. IGI Global. 2022. ISBN 9781668456248. Científic.

Aportacions a congressos

• Weighted Complete Graphs for Condensing Data

  Angélica Guzmán Ponce, J. Raymundo Marcial Romero, R.M. Valdovinos Rosas, José Salvador Sánchez Garreta. 12th Latin American Workshop on Logic/Languages, Algorithms and New Methods of Reasoning (LANMR). Puebla (Mèxic). 15-11-2019. Científic. 2020. ISSN 1571-0661.

• A Cluster-Based Under-Sampling Algorithm for Class-Imbalanced Data

  Angélica Guzmán Ponce, R. M. Valdovinos, José Salvador Sánchez Garreta. 15th International Conference on Hybrid Artificial Intelligent Systems( HAIS 202). Gijón (Espanya). 11-11-2020. Científic. 2020. ISSN 0302-9743.