Classification of hand movement direction based on EEG high-gamma activity. - Carlos A. Loza; Gavin R. Philips; Mehrnaz Kh. Hazrati; Janis J. Daly; José C. Príncipe (EMBC, 2014)

Hierarchical Linear Dynamical Systems: A new model for clustering of time series. - Goktug T. Cinar; Carlos A. Loza; José C. Príncipe (IJCNN, 2014)

Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach. - Carlos A. Loza; José C. Príncipe (EMBC, 2016)

Transient model of EEG using Gini Index-based matching pursuit. - Carlos A. Loza; José C. Príncipe (ICASSP, 2016)

Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition. - Carlos A. Loza; José C. Príncipe (IJCNN, 2016)

A robust maximum correntropy criterion for dictionary learning. - Carlos A. Loza; José C. Príncipe (MLSP, 2016)

A marked point process approach for identifying neural correlates of tics in Tourette Syndrome. - Carlos A. Loza; Jonathan B. Shute; José C. Príncipe; Michael S. Okun; Aysegul Gunduz (EMBC, 2017)

Unsupervised robust detection of behavioral correlates in ECoG. - Carlos A. Loza; José C. Príncipe (NER, 2017)

The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG. - Carlos A. Loza; José C. Príncipe (EMBC, 2018)

Robust K-SVD: A Novel Approach for Dictionary Learning. - Carlos A. Loza (IWAIPR, 2018)

A Robust Fully Correntropy-Based Sparse Modeling Alternative to Dictionary Learning. - Carlos A. Loza (3PGCIC, 2019)

The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs. - Carlos A. Loza; José C. Príncipe (IWANN (1), 2019)

Sparse Wave Packets Discriminate Motor Tasks in EEG-based BCIs. - Carlos A. Loza; José C. Príncipe (NER, 2019)

RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations. - Carlos A. Loza (PeerJ Prepr., 2019)

Robust autoregressive hidden semi-Markov models applied to EEG sleep spindles detection. - Carlos A. Loza; Laura L. Colgin (CoRR, 2020)

Deep Neural Dynamic Bayesian Networks Applied to EEG Sleep Spindles Modeling. - Carlos A. Loza; Laura L. Colgin (MICCAI (5), 2021)