FERNANDO
MONCADA MARTINS
Profesor Sustituto 80.2-A LOSU
JOSE RAMON
VILLAR FLECHA
Catedrático de Universidad
Publications dans lesquelles il/elle collabore avec JOSE RAMON VILLAR FLECHA (7)
2025
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Batch-Balancing Improvement with Data Augmentation Techniques for Clinical Electroencephalographic Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023
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Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal Responses
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses
Sensors, Vol. 23, Núm. 4
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Virtual reality and machine learning in the automatic photoparoxysmal response detection
Neural Computing and Applications, Vol. 35, Núm. 8, pp. 5643-5659
2022
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A Comparison of Machine Learning Techniques for the Detection of Type-4 PhotoParoxysmal Responses in Electroencephalographic Signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
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A Comparison of Blink Removal Techniques in EEG Signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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A preliminary study on automatic detection and filtering of artifacts from EEG signals
Proceedings - IEEE Symposium on Computer-Based Medical Systems