Multi-objective optimization for EEG channel selection and accurate intruder detection in an EEG-based subject identification system

por Moctezuma, Luis Alfredo, Molinas, Marta
Publicado 2020

EEG Channel-Selection Method for Epileptic-Seizure Classification Based on Multi-Objective Optimization

por Moctezuma, Luis Alfredo, Molinas, Marta
Publicado 2020

Classification of low-density EEG for epileptic seizures by energy and fractal features based on EMD

por Moctezuma, Luis Alfredo, Molinas, Marta
Publicado 2020

Towards a minimal EEG channel array for a biometric system using resting-state and a genetic algorithm for channel selection

por Moctezuma, Luis Alfredo, Molinas, Marta
Publicado 2020

Two-dimensional CNN-based distinction of human emotions from EEG channels selected by multi-objective evolutionary algorithm

por Moctezuma, Luis Alfredo, Abe, Takashi, Molinas, Marta
Publicado 2022

Automated methodology for optimal selection of minimum electrode subsets for accurate EEG source estimation based on Genetic Algorithm optimization

por Soler, Andres, Moctezuma, Luis Alfredo, Giraldo, Eduardo, Molinas, Marta
Publicado 2022

Localization of Active Brain Sources From EEG Signals Using Empirical Mode Decomposition: A Comparative Study

por Muñoz-Gutiérrez, Pablo Andrés, Giraldo, Eduardo, Bueno-López, Maximiliano, Molinas, Marta
Publicado 2018

Low-Density EEG for Neural Activity Reconstruction Using Multivariate Empirical Mode Decomposition

por Soler, Andres, Muñoz-Gutiérrez, Pablo A., Bueno-López, Maximiliano, Giraldo, Eduardo, Molinas, Marta
Publicado 2020

Detection of Parkinson’s disease from EEG signals using discrete wavelet transform, different entropy measures, and machine learning techniques

por Aljalal, Majid, Aldosari, Saeed A., Molinas, Marta, AlSharabi, Khalil, Alturki, Fahd A.
Publicado 2022