Mario Martínez-García

According to our database, Mario Martínez-García authored at least 11 papers between 2017 and 2026.

Collaborative distances:

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

2026

Privileged learning via a multi-task distilled approach.

Mario Martínez-García, Jon Vadillo, Marco Pedersoli, Iñaki Inza, José Antonio Lozano

Pattern Recognit., 2026

2025

Teacher privileged distillation: How to deal with imperfect teachers?

Mario Martínez-García, Iñaki Inza, José Antonio Lozano

Knowl. Based Syst., 2025

Extending the learning using privileged information paradigm to logistic regression.

Mario Martínez-García, Susana García-Gutierrez, Lasai Barreñada, Iñaki Inza, José Antonio Lozano

Neurocomputing, 2025

2024

Sleep Apnea Classification Using the Mean Euler-Poincaré Characteristic and AI Techniques.

Moises Ramos-Martinez, Felipe De Jesus Sorcia-Vazquez, Gerardo Ortiz-Torres, Mario Martínez-García, Mayra G. Mena-Enriquez, Estela Sarmiento Bustos, Juan Carlos Mixteco-Sánchez, Erasmo Misael Rentería-Vargas, Jesus Elias Valdez-Resendiz, Jesse Yoe Rumbo Morales

Algorithms, 2024

2023

Fault Tolerant Control via Input-Output Linearization Method for LED-Driver Using a Boost Converter.

Gerardo Ortiz-Torres, Jesse Yoe Rumbo Morales, René Osorio Sánchez, Mario Martínez-García, Marco Antonio Rodríguez-Blanco

IEEE Access, 2023

Learning a logistic regression with the help of unknown features at prediction stage.

Mario Martínez-García, Iñaki Inza, José Antonio Lozano

Proceedings of the IEEE Conference on Artificial Intelligence, 2023

2022

Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization.

Mario Martínez-García, Susana García-Gutierrez, Rubén Armañanzas, Adrián Díaz, Iñaki Inza, José Antonio Lozano

Proceedings of the Artificial Intelligence in Medicine, 2022

2021

Derivation of a Cost-Sensitive COVID-19 Mortality Risk Indicator Using a Multistart Framework.

Rubén Armañanzas, Adrián Díaz, Mario Martínez-García, Santiago Mazuelas

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Fault Estimation and Fault Tolerant Control Strategies Applied to VTOL Aerial Vehicles With Soft and Aggressive Actuator Faults.

Gerardo Ortiz-Torres, Pedro Castillo, Felipe De Jesus Sorcia-Vazquez, Jesse Yoe Rumbo Morales, Jorge Aurelio Brizuela-Mendoza, Javier De La Cruz-Soto, Mario Martínez-García

IEEE Access, 2020

2018

Fuzzy Logic Control With an Improved Algorithm for Integrated LED Drivers.

René Osorio, J. Marcos Alonso, Nimrod Vázquez, Sergio Pinto, Felipe De Jesus Sorcia-Vazquez, Mario Martínez-García, Luis Manuel Barrera

IEEE Trans. Ind. Electron., 2018

2017

Gain-scheduled linear quadratic regulator applied to the stabilization of a riderless bicycle.

Jorge Aurelio Brizuela-Mendoza, Carlos-Manuel Astorga-Zaragoza, Arturo Zavala-Río, Francisco Canales-Abarca, Mario Martínez-García

J. Syst. Control. Eng., 2017