2022
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1. |
Moctezuma, Luis Alfredo; Abe, Takashi; Molinas Cabrera, Maria Marta. Two-dimensional CNN-based distinction of human emotions from EEG channels selected by Multi-Objective evolutionary algorithm. Scientific Reports 2022 ;Volum 12. s. - NTNU
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Soler, Andres; Moctezuma, Luis Alfredo; Giraldo, Eduardo; Molinas, Marta. Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization. Scientific Reports 2022 ;Volum 12. s. - NTNU
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2021
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Cittanti, Elisa; Soler, Andres; Shad, Erwin; Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. FlexEEG, Technoport 2021 - Deep Tech Dugnad. Norway [Internett] 2021-04-27 NTNU UiT
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Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. EEG-based subject identification with multi-class classification. I: Biosignal Processing and Classification Using Computational Learning and Intelligence. Elsevier 2021 ISBN 9780128201251. NTNU
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Torres-García, Alejandro A.; Mendoza-Montoya, Omar; Molinas Cabrera, Maria Marta; Antelisc, Javier M.; Moctezuma, Luis Alfredo; Hernández-Del-Toro, Tonatiuh. Pre-processing and Feature Extraction. I: Biosignal Processing and Classification Using Computational Learning and Intelligence. Elsevier 2021 ISBN 9780128201251. NTNU
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2020
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Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD. Journal of Biomedical Research (JBR) 2020 ;Volum 34.(3) s. 180-190 NTNU
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Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization. Frontiers in Neuroscience 2020 ;Volum 14. s. - NTNU
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8. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Multi-objective optimization for EEG channel selection and accurate intruder detection in an EEG-based subject identification system. Scientific Reports 2020 ;Volum 10. s. - NTNU
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Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection. Scientific Reports 2020 ;Volum 10. s. - NTNU
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Moctezuma, Luis Alfredo; Soler Guevara, Andres Felipe; Habibzadeh Tonekabony Shad, Erwin; Torres-Garcia, Alejandro Antonio; Molinas Cabrera, Maria Marta. David versus Goliath: Low-density EEG unravels its power through adaptive signal analysis -- FlexEEG. 4th HBP Student Conference "On Interdisciplinary Brain Research"; 2020-01-21 - 2020-01-23 NTNU
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11. |
Soler Guevara, Andres Felipe; Moctezuma, Luis Alfredo; Giraldo, Eduardo; Molinas Cabrera, Maria Marta. EEG channel-selection method based on NSGA-II for source localization. 4th HBP Student Conference "On Interdisciplinary Brain Research"; 2020-01-21 - 2020-01-23 NTNU
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12. |
Torres-Garcia, Alejandro Antonio; Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Assessing the impact of idle state type on the identification of RGB color exposure for BCI. 13th International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2020); 2020-02-24 - 2020-02-26 NTNU
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13. |
Torres-Garcia, Alejandro Antonio; Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Towards a BCI based on Color Exposure Recognition. 4th HBP Student Conference "On Interdisciplinary Brain Research"; 2020-01-21 - 2020-01-23 NTNU
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14. |
Torres-Garcia, Alejandro Antonio; Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Assessing the impact of idle state type on the identification of RGB color exposure for BCI. I: 13th International Joint Conference on Biomedical Engineering Systems and Technologies. SciTePress 2020 ISBN 978-989-758-398-8. s. 187-194 NTNU
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2019
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15. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Event-related potential from EEG for a two-step Identity Authentication System. IEEE International Conference on Industrial Informatics, INDIN’19; 2019-07-22 - 2019-07-25 NTNU
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16. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Event-related potential from EEG for a two-step Identity Authentication System. IEEE Conference on Industrial Informatics 2019 ;Volum 2019-July. s. 392-399 NTNU
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17. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Sex differences observed in a study of EEG of linguistic activity and resting-state: Exploring optimal EEG channel configurations. 2019 7th International Winter Conference on Brain-Computer Interface (BCI); 2019-02-18 - 2019-02-20 NTNU
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18. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Subject Identification from Low-Density EEG-Recordings of Resting-States: A Study of Feature Extraction and Classification. Lecture Notes in Networks and Systems 2019 ;Volum 70. s. 830-846 NTNU
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19. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Sex differences observed in a study of EEG of linguistic activity and resting-state: Exploring optimal EEG channel configurations. I: 2019 7th International Winter Conference on Brain-Computer Interface (BCI). IEEE 2019 ISBN 978-1-5386-8116-9. s. - NTNU
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20. |
Torres-Garcia, Alejandro Antonio; Moctezuma, Luis Alfredo; Åsly, Sara Hegdahl; Molinas Cabrera, Maria Marta. Discriminating between color exposure and idle state using EEG signals for BCI application. The 7th IEEE International Conference on E-Health and Bioengineering - EHB 2019; 2019-11-21 - 2019-11-23 NTNU
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21. |
Åsly, Sara Hegdahl; Moctezuma, Luis Alfredo; Gilde, Monika; Molinas Cabrera, Maria Marta. Towards EEG-based signals classification of RGB color-based stimuli. 8th Graz Brain-Computer Interface Conference 2019; 2019-09-16 - 2019-09-20 NTNU
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22. |
Åsly, Sara Hegdahl; Moctezuma, Luis Alfredo; Gilde, Monika; Molinas Cabrera, Maria Marta. Towards EEG-based signals classification of RGB color-based stimuli. I: Proceedings of the 8th Graz Brain Computer Interface Conference 2019, Bridging Science and Application. Graz, Austria: TUGraz DIGITAL Library 2019 ISBN 978-3-85125-682-6. NTNU
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2018
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23. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. EEG-based Subjects Identification based on Biometrics of Imagined Speech using EMD. The 11th International Conference on Brain Informatics (BI 18); 2018-11-07 - 2018-11-09 NTNU
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24. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Towards an API for EEG-Based Imagined Speech classification. International conference on Time Series and Forecasting; 2018-09-19 - 2018-09-21 NTNU
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25. |
Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. EEG-based Subjects Identification based on Biometrics of Imagined Speech using EMD. I: Brain Informatics. BI 2018. Lecture Notes in Computer Science. Springer Publishing Company 2018 ISBN 978-3-030-05586-8. s. 458-467 NTNU
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Moctezuma, Luis Alfredo; Molinas Cabrera, Maria Marta. Towards an API for EEG-Based Imagined Speech classification. I: ITISE 2018 - International Conference on Time Series and Forecasting. Springer 2018 ISBN 978-84-17293-57-4. s. - NTNU
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