Mariano Vargas-Santiago

12 papers Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A State-of-the-Art Review of Artificial Intelligence (AI) Applications in Healthcare: Advances in Diabetes, Cancer, Epidemiology, and Mortality Prediction.
Comput.
Mariano Vargas-Santiago, Diana Assaely León-Velasco, Christian Efraín Maldonado Sifuentes, Liliana Chanona-Hernández
2025 J jnl
Resilient facility location optimization under failure scenarios using NSGA-III: A multi-objective approach for enhanced system robustness.
Expert Syst. Appl.
Mariano Vargas-Santiago, Diana Assaely León-Velasco, Raúl Monroy
2024 J jnl
Leveraging Machine Learning to Unveil the Critical Role of Geographic Factors in COVID-19 Mortality in Mexico.
Computación y Sistemas (CyS)
Christian Efraín Maldonado Sifuentes, Mariano Vargas-Santiago, Diana Assaely León-Velasco, Maria Cristina Ortega-García, Yoel Ledo Mezquita, Francisco Antonio Castillo Velásquez
2024 J jnl
Natural Language Processing Approach Using a Neural Network Ensemble (CNN-HSNN) for Skin Cancer and Multi-Disease Classification.
Computación y Sistemas (CyS)
Joshua Rene Gabriel Guerrero-Rangel, Grigori Sidorov, Christian Efraín Maldonado Sifuentes, Mariano Vargas-Santiago, Maria Cristina Ortega-García, Diana Assaely León-Velasco
2024 J jnl
Towards a Proto Artificial General Intelligence: The Role of Large Language Model Ontologies in its Development.
Computación y Sistemas (CyS)
Christian Efraín Maldonado Sifuentes, Mariano Vargas-Santiago, Samuel Solis-Gamboa, Grigori Sidorov, Luis Lechuga-Gutierres, Francisco González-Andrade, María del Carmen Heras Sánchez
2023 J jnl
A Video Game-Crowdsourcing Approach to Discover a Player's Strategy for Problem Solution to Facility Location.
IEEE Access
Mariano Vargas-Santiago, Diana Assaely León-Velasco, Christian Efraín Maldonado Sifuentes, Jedidiah Yanez-Sierra
2021 J jnl
The adaptable Pareto set problem for facility location: A video game approach.
Expert Syst. Appl.
Mariano Vargas-Santiago, Raúl Monroy, Chi Zhang, José Emmanuel Ramirez-Marquez, Diana Assaely León-Velasco
2018 J jnl
Autonomic Web Services Enhanced by Asynchronous Checkpointing.
IEEE Access
Mariano Vargas-Santiago, Luis Alberto Morales-Rosales, Saúl E. Pomares Hernández, Khalil Drira
2017 J jnl
Survey on Web Services Fault Tolerance Approaches Based on Checkpointing Mechanisms.
J. Softw.
Mariano Vargas-Santiago, Saúl E. Pomares Hernández, Luis Alberto Morales-Rosales, Hatem Hadj Kacem
2015 — conf
Towards a Decision Approach for Autonomic Systems Adaptation.
MobiWac
Imen Abdennadher, Ismael Bouassida Rodriguez, Mohamed Jmaiel, Mariano Vargas-Santiago, Saúl E. Pomares Hernández
2014 J jnl
Improving ESB Capabilities through Diagnosis Based on Bayesian Networks and Machine Learning.
J. Softw.
Roberto Koh-Dzul, Mariano Vargas-Santiago, Codé Diop, Ernesto Exposito, Francisco Moo-Mena, Jorge R. Gomez-Montalvo
2013 — conf
A Smart Diagnostic Model for an Autonomic Service Bus Based on a Probabilistic Reasoning Approach.
UIC/ATC
Roberto Koh-Dzul, Mariano Vargas-Santiago, Codé Diop, Ernesto Exposito, Francisco Moo-Mena