Alejandro Veloz

According to our database, Alejandro Veloz authored at least 18 papers between 2007 and 2023.

Collaborative distances:

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

2023

Edges-enhanced Convolutional Neural Network for Multiple Sclerosis Lesions Segmentation.

Gustavo Ulloa-Poblete, Héctor Allende-Cid, Alejandro Veloz, Héctor Allende

Computación y Sistemas (CyS), 2023

Software Architecture Evaluation of a Machine Learning Enabled System: A Case Study.

Pablo Cruz, Gustavo Ulloa, Daniel San Martín, Alejandro Veloz

Proceedings of the 42nd IEEE International Conference of the Chilean Computer Science Society, 2023

Fuzzy deconvolution of neuronal events in Functional Magnetic Resonance Imaging.

Alejandro Veloz, Wael El-Deredy, Alejandro J. Weinstein, Juan Zamora, Claudio Moraga, Daniele Marinazzo

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Using Low-Resolution Non-Invasive Infrared Sensors to Classify Activities and Falls in Older Adults.

Gastón Márquez, Alejandro Veloz, Jean-Gabriel Minonzio, Claudio Reyes, Esteban Calvo, Carla Taramasco

Sensors, 2022

Efficient Methodology Based on Convolutional Neural Networks with Augmented Penalization on Hard-to-Classify Boundary Voxels on the Task of Brain Lesion Segmentation.

Gustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid, Raúl Monge, Héctor Allende

Proceedings of the Pattern Recognition - 14th Mexican Conference, 2022

2020

Fuzzy General Linear Modeling for Functional Magnetic Resonance Imaging Analysis.

Alejandro Veloz, Claudio Moraga, Alejandro J. Weinstein, Luis Hernandez-Garcia, Stéren Chabert, Rodrigo Salas, Rodrigo Riveros, Carlos Bennett, Héctor Allende

IEEE Trans. Fuzzy Syst., 2020

Improving Multiple Sclerosis Lesion Boundaries Segmentation by Convolutional Neural Networks with Focal Learning.

Gustavo Ulloa, Alejandro Veloz, Héctor Allende-Cid, Héctor Allende

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2019

Ant Colony Clustering for ROI Identification in Functional Magnetic Resonance Imaging.

Alejandro Veloz, Alejandro J. Weinstein, Stefan Pszczólkowski, Luis Hernandez-Garcia, Rodrigo Olivares, Roberto Muñoz, Carla Taramasco

Comput. Intell. Neurosci., 2019

2018

An Out of Sample Version of the EM Algorithm for Imputing Missing Values in Classification.

Sergio Campos, Alejandro Veloz, Héctor Allende

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Photoplethysmogram Fits Finger Blood Pressure Waveform for non-Invasive and minimally-Intrusive Technologies - Evaluation of Derivative Approaches.

Gonzalo Tapia, Matias Salinas, Jaime Plaza, Diego Mellado, Rodrigo Salas, Carolina Saavedra, Alejandro Veloz, Alexis Arriola, Juan Idiaquez, Antonio Glaría

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Identification of Lags in Nonlinear Autoregressive Time Series Using a Flexible Fuzzy Model.

Alejandro Veloz, Rodrigo Salas, Héctor Allende-Cid, Héctor Allende, Claudio Moraga

Neural Process. Lett., 2016

SONFIS: Structure Identification and Modeling with a Self-Organizing Neuro-Fuzzy Inference System.

Héctor Allende-Cid, Rodrigo Salas, Alejandro Veloz, Claudio Moraga, Héctor Allende

Int. J. Comput. Intell. Syst., 2016

2012

SIFAR: Self-Identification of Lags of an Autoregressive TSK-based Model.

Alejandro Veloz, Rodrigo Salas, Héctor Allende-Cid, Héctor Allende

Proceedings of the 42nd IEEE International Symposium on Multiple-Valued Logic, 2012

2010

Neuro-fuzzy-based Arrhythmia Classification Using Heart Rate Variability Features.

Felipe Ramírez, Héctor Allende-Cid, Alejandro Veloz, Héctor Allende

Proceedings of the SCCC 2010, 2010

Modified Expectation Maximization Algorithm for MRI Segmentation.

Ramiro Donoso, Alejandro Veloz, Héctor Allende

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting.

Alejandro Veloz, Héctor Allende-Cid, Héctor Allende, Claudio Moraga, Rodrigo Salas

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2009

2008

Self-Organizing Neuro-Fuzzy Inference System.

Héctor Allende-Cid, Alejandro Veloz, Rodrigo Salas, Stéren Chabert, Héctor Allende

Proceedings of the Progress in Pattern Recognition, 2008

2007

Fuzzy Spatial Growing for Glioblastoma Multiforme Segmentation on Brain Magnetic Resonance Imaging.

Alejandro Veloz, Stéren Chabert, Rodrigo Salas, Antonio Orellana, Juan Vielma

Proceedings of the Progress in Pattern Recognition, 2007