Feature Extraction and Classification of Biosignals - Emotion Valence Detection from EEG Signals. - Ana Maria Tomé; Antonio R. Hidalgo-Muñoz; M. M. López; Ana R. Teixeira; Isabel M. Santos; Ana Teresa Pereira; M. Vázquez-Marrufo; Elmar Wolfgang Lang (BIOSIGNALS, 2013)

Approach on affective valence detection from EEG signals based on global field power measure and SVM-RFE algorithm. - Antonio R. Hidalgo-Muñoz; Míriam López; Ana Maria Tomé; Ana Teresa Pereira; Isabel M. Santos (IWBBIO, 2013)

Spectral turbulence measuring as feature extraction method from EEG on affective computing. - Antonio R. Hidalgo-Muñoz; M. M. López; Ana Teresa Pereira; Isabel M. Santos; Ana Maria Tomé (Biomed. Signal Process. Control., 2013)

Application of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing. - Antonio R. Hidalgo-Muñoz; M. M. López; Isabel M. Santos; Ana Teresa Pereira; M. Vázquez-Marrufo; Alejandro Galvao-Carmona; Ana Maria Tomé (Expert Syst. Appl., 2013)

EEG study on affective valence elicited by novel and familiar pictures using ERD/ERS and SVM-RFE. - Antonio R. Hidalgo-Muñoz; M. M. López; Alejandro Galvao-Carmona; Ana Teresa Pereira; Isabel M. Santos; M. Vázquez-Marrufo; Ana Maria Tomé (Medical Biol. Eng. Comput., 2014)

EEG-based Subject Independent Affective Computing Models. - Lachezar Bozhkov; Petia Georgieva; Isabel M. Santos; Ana Teresa Pereira; Carlos F. Silva (INNS Conference on Big Data, 2015)

Learning to decode human emotions from event-related potentials. - Olga Georgieva; Sergey Milanov; Petia Georgieva; Isabel M. Santos; Ana Teresa Pereira; Carlos F. Silva (Neural Comput. Appl., 2015)