Automatic removal of ocular artifacts from EEG data using adaptive filtering and Independent Component Analysis. - Carlos Guerrero-Mosquera; Ángel Navia-Vázquez (EUSIPCO, 2009)

New feature extraction approach for epileptic EEG signal detection using time-frequency distributions. - Carlos Guerrero-Mosquera; Armando Malanda-Trigueros; Jorge Iriarte Franco; Ángel Navia-Vázquez (Medical Biol. Eng. Comput., 2010)

Dimensionality reduction for EEG classification using Mutual Information and SVM. - Carlos Guerrero-Mosquera; Michel Verleysen; Ángel Navia-Vázquez (MLSP, 2011)

Automatic removal of ocular artefacts using adaptive filtering and independent component analysis for electroencephalogram data. - Carlos Guerrero-Mosquera; Ángel Navia-Vázquez (IET Signal Process., 2012)

A Channel Selection Method for EEG Classification based on Exponentially Damped Sinusoidal Model and Stochastic Relevance Analysis. - Leonardo Duque-Muñoz; Carlos Guerrero-Mosquera; Germán Castellanos-Domínguez (BIOSIGNALS, 2013)

Stochastic relevance analysis of epileptic EEG signals for channel selection and classification. - Leonardo Duque-Muñoz; Carlos Guerrero-Mosquera; Germán Castellanos-Domínguez (EMBC, 2013)

Navigating Black Swan Events in Algorithmic Trading: A Reinforcement Learning Perspective. - Fernando Villamarín Díaz; Carlos Guerrero-Mosquera (CCIA, 2023)

Identifying Patterns Between Acoustic Environment and Visual Landscape Through Semantic Segmentation Based on Deep Learning. - Carlos Guerrero-Mosquera; Xavier Sevillano (CCIA, 2023)

OPNet: A One-Shot Image Similarity Algorithm for Production Systems. - Karl Fabian Svensson; Carlos Guerrero-Mosquera (CCIA, 2023)

Automated Orientation Detection of 3D Head Reconstructions from sMRI Using Multiview Orthographic Projections: An Image Classification-Based Approach. - Álvaro Heredia-Lidón; Alejandro González; Carlos Guerrero-Mosquera; Rubèn Gonzàlez-Colom; Luis M. Echeverry; Noemí Hostalet; Raymond Salvador; Edith Pomarol-Clotet; Juan Fortea; Neus Martínez-Abadías; Mar Fatjó-Vilas; Xavier Sevillano (IbPRIA, 2023)