Mariano Vargas-Santiago

According to our database, Mariano Vargas-Santiago authored at least 10 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards a Proto Artificial General Intelligence: The Role of Large Language Model Ontologies in its Development.

Christian Efraín Maldonado Sifuentes, Mariano Vargas-Santiago, Samuel Solis-Gamboa, Grigori Sidorov, Luis Lechuga-Gutierres, Francisco González-Andrade, María del Carmen Heras Sánchez

Computación y Sistemas (CyS), 2024

Leveraging Machine Learning to Unveil the Critical Role of Geographic Factors in COVID-19 Mortality in Mexico.

Christian Efraín Maldonado Sifuentes, Mariano Vargas-Santiago, Diana Assaely León-Velasco, Maria Cristina Ortega-García, Yoel Ledo Mezquita, Francisco Antonio Castillo Velásquez

Computación y Sistemas (CyS), 2024

Natural Language Processing Approach Using a Neural Network Ensemble (CNN-HSNN) for Skin Cancer and Multi-Disease Classification.

Joshua Rene Gabriel Guerrero-Rangel, Grigori Sidorov, Christian Efraín Maldonado Sifuentes, Mariano Vargas-Santiago, Maria Cristina Ortega-García, Diana Assaely León-Velasco

Computación y Sistemas (CyS), 2024

2023

A Video Game-Crowdsourcing Approach to Discover a Player's Strategy for Problem Solution to Facility Location.

Mariano Vargas-Santiago, Diana Assaely León-Velasco, Christian Efraín Maldonado Sifuentes, Jedidiah Yanez-Sierra

IEEE Access, 2023

2021

The adaptable Pareto set problem for facility location: A video game approach.

Mariano Vargas-Santiago, Raúl Monroy, Chi Zhang, José Emmanuel Ramirez-Marquez, Diana Assaely León-Velasco

Expert Syst. Appl., 2021

2018

Autonomic Web Services Enhanced by Asynchronous Checkpointing.

Mariano Vargas-Santiago, Luis Alberto Morales-Rosales, Saúl E. Pomares Hernández, Khalil Drira

IEEE Access, 2018

2017

Survey on Web Services Fault Tolerance Approaches Based on Checkpointing Mechanisms.

Mariano Vargas-Santiago, Saúl E. Pomares Hernández, Luis Alberto Morales-Rosales, Hatem Hadj Kacem

J. Softw., 2017

2015

Towards a Decision Approach for Autonomic Systems Adaptation.

Imen Abdennadher, Ismael Bouassida Rodriguez, Mohamed Jmaiel, Mariano Vargas-Santiago, Saúl E. Pomares Hernández

Proceedings of the 13th ACM International Symposium on Mobility Management and Wireless Access, 2015

2014

Improving ESB Capabilities through Diagnosis Based on Bayesian Networks and Machine Learning.

Roberto Koh-Dzul, Mariano Vargas-Santiago, Codé Diop, Ernesto Exposito, Francisco Moo-Mena, Jorge R. Gomez-Montalvo

J. Softw., 2014

2013

A Smart Diagnostic Model for an Autonomic Service Bus Based on a Probabilistic Reasoning Approach.

Roberto Koh-Dzul, Mariano Vargas-Santiago, Codé Diop, Ernesto Exposito, Francisco Moo-Mena

Proceedings of the 2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing, 2013