Gustavo Ulloa

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 4

Top Topics

Prediction Intervals

Convolutional Neural Networks

Linear Regression Model

Lesion Segmentation

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Publications

Pablo Cruz, Gustavo Ulloa, Daniel San Martín, Alejandro Veloz
Software Architecture Evaluation of a Machine Learning Enabled System: A Case Study. SCCC (2023)
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)
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)
Gustavo Ulloa, Rodrigo Naranjo, Héctor Allende-Cid, Steren Chabert, Héctor Allende
Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion Segmentation. CIARP (2018)
Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende
Image Edge Detection Based on a Spatial Autoregressive Bootstrap Approach. CIARP (2015)
Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende
Robust Sieve bootstrap Prediction Intervals for contaminated Time Series. Int. J. Pattern Recognit. Artif. Intell. 28 (7) (2014)
Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende
Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes. CIARP (1) (2013)
Gustavo Ulloa, Héctor Allende
Sieve Bootstrap Prediction Intervals for Contamined BIP-ARMA Processes. SCCC (2012)