Carlos A. Loza

According to our database, Carlos A. Loza authored at least 16 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Deep Neural Dynamic Bayesian Networks Applied to EEG Sleep Spindles Modeling.

Carlos A. Loza, Laura L. Colgin

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

Robust autoregressive hidden semi-Markov models applied to EEG sleep spindles detection.

Carlos A. Loza, Laura L. Colgin

CoRR, 2020

2019

RobOMP: Robust variants of Orthogonal Matching Pursuit for sparse representations.

Carlos A. Loza

PeerJ Prepr., 2019

Sparse Wave Packets Discriminate Motor Tasks in EEG-based BCIs.

Carlos A. Loza, José C. Príncipe

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

The Generalized Sleep Spindles Detector: A Generative Model Approach on Single-Channel EEGs.

Carlos A. Loza, José C. Príncipe

Proceedings of the Advances in Computational Intelligence, 2019

A Robust Fully Correntropy-Based Sparse Modeling Alternative to Dictionary Learning.

Carlos A. Loza

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2019

2018

Robust K-SVD: A Novel Approach for Dictionary Learning.

Carlos A. Loza

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

The Embedding Transform. A Novel Analysis of Non-Stationarity in the EEG.

Carlos A. Loza, José C. Príncipe

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Unsupervised robust detection of behavioral correlates in ECoG.

Carlos A. Loza, José C. Príncipe

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

A robust maximum correntropy criterion for dictionary learning.

Carlos A. Loza, José C. Príncipe

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Generalized Correntropy Matching Pursuit: A novel, robust algorithm for sparse decomposition.

Carlos A. Loza, José C. Príncipe

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Transient model of EEG using Gini Index-based matching pursuit.

Carlos A. Loza, José C. Príncipe

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Estimation and modeling of EEG amplitude-temporal characteristics using a marked point process approach.

Carlos A. Loza, José C. Príncipe

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2014

Hierarchical Linear Dynamical Systems: A new model for clustering of time series.

Goktug T. Cinar, Carlos A. Loza, José C. Príncipe

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

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

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014