Fernando Moncada Martins

According to our database, Fernando Moncada Martins authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Anomaly detection comparison for photo-paroxysmal response detection.

Fernando Moncada Martins, Víctor M. González, José R. Villar, María Antonia Gutiérrez, Pablo Calvo Calleja, Sara Urdiales Sánchez, Ricardo Díaz Pérez, Alinne Dalla-Porta Acosta

Log. J. IGPL, 2026

Early Detection of Neurotoxicity in Neuronal Cultures via Unsupervised Anomaly Detection on MEA Spike Waveforms.

Celia Melendi Lavandera, Carlos Fernandez-Lozano, Fernando Moncada Martins, Angel Rio-Álvarez, Esther Serrano-Pertierra, Víctor Calero, Fernando Abraham Ascencio Salazar, María Teresa Fernández-Sánchez, Antonello Novelli, Víctor M. González

Proceedings of the Hybrid Artificial Intelligent Systems - 21st International Conference, 2026

2025

Inception networks, data augmentation and transfer learning in EEG-based photosensitivity diagnosis.

Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García-López, Ana Isabel Gómez-Menéndez

Mach. Learn. Sci. Technol., 2025

Learning from Normal Brain Activity for Automatic Detection of Photoparoxysmal Responses as Electroencephalogram Anomalies.

Fernando Moncada Martins, Víctor M. González, José R. Villar, María Antonia Gutiérrez, Pablo Calvo Calleja, Sara Urdiales Sánchez, Ricardo Díaz Pérez, Alinne Dalla-Porta Acosta

Proceedings of the Hybrid Artificial Intelligent Systems - 20th International Conference, 2025

2024

Prostate Cancer Relapse Assessment Based on Optimised Outlier Detection.

Ramón Suárez, Fernando Moncada Martins, José R. Villar, Héctor Gómez, Guillermo Lorenzo, Víctor M. González

Proceedings of the 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024, 2024

Batch-Balancing Improvement with Data Augmentation Techniques for Clinical Electroencephalographic Data.

David Fernández-Madera González, Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García-López, Ana Isabel Gómez-Menéndez

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

Virtual reality and machine learning in the automatic photoparoxysmal response detection.

Fernando Moncada Martins, Sofía Martín, Víctor M. González, Víctor M. Álvarez, Beatriz García-López, Ana Isabel Gómez-Menéndez, José R. Villar

Neural Comput. Appl., March, 2023

Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses.

Fernando Moncada Martins, Víctor Manuel González Suárez, José Ramón Villar Flecha, Beatriz García-López

Sensors, February, 2023

Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal Responses.

Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García-López, Ana Isabel Gómez-Menéndez

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

A Comparison of Machine Learning Techniques for the Detection of Type-4 PhotoParoxysmal Responses in Electroencephalographic Signals.

Fernando Moncada Martins, Víctor M. González, Beatriz García-López, Víctor Álvarez, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2021

A Comparison of Blink Removal Techniques in EEG Signals.

Fernando Moncada Martins, Víctor M. González, Beatriz García-López, Víctor Álvarez, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

A Preliminary Study on Automatic Detection and Filtering of Artifacts from EEG Signals.

Fernando Moncada Martins, Víctor M. González, Víctor Álvarez, Beatriz García-López, José R. Villar

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021