Alejandro Veloz

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 12

Top Topics

General Linear Model

Convolutional Neural Networks

Top Venues

Comput. Intell. Neurosci.

Publications

Gustavo Ulloa-Poblete, Héctor Allende-Cid, Alejandro Veloz, Héctor Allende
Edges-enhanced Convolutional Neural Network for Multiple Sclerosis Lesions Segmentation. Computación y Sistemas (CyS) 27 (1) (2023)
Pablo Cruz, Gustavo Ulloa, Daniel San Martín, Alejandro Veloz
Software Architecture Evaluation of a Machine Learning Enabled System: A Case Study. SCCC (2023)
Alejandro Veloz, Wael El-Deredy, Alejandro J. Weinstein, Juan Zamora, Claudio Moraga, Daniele Marinazzo
Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging. KES (2023)
Gastón Márquez, Alejandro Veloz, Jean-Gabriel Minonzio, Claudio Reyes, Esteban Calvo, Carla Taramasco
Using Low-Resolution Non-Invasive Infrared Sensors to Classify Activities and Falls in Older Adults. Sensors 22 (6) (2022)
Gustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid, Raúl Monge, Héctor Allende
Efficient Methodology Based on Convolutional Neural Networks with Augmented Penalization on Hard-to-Classify Boundary Voxels on the Task of Brain Lesion Segmentation. MCPR (2022)
Alejandro Veloz, Claudio Moraga, Alejandro J. Weinstein, Luis Hernandez-Garcia, Steren Chabert, Rodrigo Salas, Rodrigo Riveros, Carlos Bennett, Héctor Allende
Fuzzy General Linear Modeling for Functional Magnetic Resonance Imaging Analysis. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Gustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid, Héctor Allende
Improving Multiple Sclerosis Lesion Boundaries Segmentation by Convolutional Neural Networks with Focal Learning. ICIAR (2) (2020)
Alejandro Veloz, Alejandro J. Weinstein, Stefan Pszczólkowski, Luis Hernandez-Garcia, Rodrigo Olivares, Roberto Muñoz, Carla Taramasco
Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging. Comput. Intell. Neurosci. 2019 (2019)
Sergio Campos, Alejandro Veloz, Héctor Allende
An Out of Sample Version of the EM Algorithm for Imputing Missing Values in Classification. CIARP (2018)
Gonzalo Tapia, Matias Salinas, Jaime Plaza, Diego Mellado, Rodrigo Salas, Carolina Saavedra, Alejandro Veloz, Alexis Arriola, Juan Idiaquez, Antonio Glaria
Photoplethysmogram Fits Finger Blood Pressure Waveform for non-Invasive and minimally-Intrusive Technologies - Evaluation of Derivative Approaches. BIOSIGNALS (2017)
Héctor Allende-Cid, Rodrigo Salas, Alejandro Veloz, Claudio Moraga, Héctor Allende
SONFIS: Structure Identification and Modeling with a Self-Organizing Neuro-Fuzzy Inference System. Int. J. Comput. Intell. Syst. 9 (3) (2016)
Alejandro Veloz, Rodrigo Salas, Héctor Allende-Cid, Héctor Allende, Claudio Moraga
Identification of Lags in Nonlinear Autoregressive Time Series Using a Flexible Fuzzy Model. Neural Process. Lett. 43 (3) (2016)
Alejandro Veloz, Rodrigo Salas, Héctor Allende-Cid, Héctor Allende
SIFAR: Self-Identification of Lags of an Autoregressive TSK-based Model. ISMVL (2012)
Ramiro Donoso, Alejandro Veloz, Héctor Allende
Modified Expectation Maximization Algorithm for MRI Segmentation. CIARP (2010)
Felipe Ramírez, Héctor Allende-Cid, Alejandro Veloz, Héctor Allende
Neuro-fuzzy-based Arrhythmia Classification Using Heart Rate Variability Features. SCCC (2010)
Alejandro Veloz, Héctor Allende-Cid, Héctor Allende, Claudio Moraga, Rodrigo Salas
A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting. KES (1) (2009)
Héctor Allende-Cid, Alejandro Veloz, Rodrigo Salas, Steren Chabert, Héctor Allende
Self-Organizing Neuro-Fuzzy Inference System. CIARP (2008)
Alejandro Veloz, Steren Chabert, Rodrigo Salas, Antonio Orellana, Juan Vielma
Fuzzy Spatial Growing for Glioblastoma Multiforme Segmentation on Brain Magnetic Resonance Imaging. CIARP (2007)