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 (UIC/ATC, 2013)

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)

Towards a Decision Approach for Autonomic Systems Adaptation. - Imen Abdennadher 001; Ismael Bouassida Rodriguez; Mohamed Jmaiel; Mariano Vargas-Santiago; Saúl E. Pomares Hernández (MobiWac, 2015)

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)

Autonomic Web Services Enhanced by Asynchronous Checkpointing. - Mariano Vargas-Santiago; Luis Alberto Morales-Rosales; Saúl E. Pomares Hernández; Khalil Drira (IEEE Access, 2018)

The adaptable Pareto set problem for facility location: A video game approach. - Mariano Vargas-Santiago; Raúl Monroy; Chi Zhang 005; José Emmanuel Ramirez-Marquez; Diana Assaely León-Velasco (Expert Syst. Appl., 2021)

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)

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)

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)

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)

A State-of-the-Art Review of Artificial Intelligence (AI) Applications in Healthcare: Advances in Diabetes, Cancer, Epidemiology, and Mortality Prediction. - Mariano Vargas-Santiago; Diana Assaely León-Velasco; Christian Efraín Maldonado Sifuentes; Liliana Chanona-Hernández (Comput., 2025)

Resilient facility location optimization under failure scenarios using NSGA-III: A multi-objective approach for enhanced system robustness. - Mariano Vargas-Santiago; Diana Assaely León-Velasco; Raúl Monroy (Expert Syst. Appl., 2025)