Gustavo Ulloa

According to our database, Gustavo Ulloa authored at least 8 papers between 2012 and 2023.

Collaborative distances:

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

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

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

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

2018

Circular Non-uniform Sampling Patch Inputs for CNN Applied to Multiple Sclerosis Lesion Segmentation.

Gustavo Ulloa, Rodrigo Naranjo, Héctor Allende-Cid, Stéren Chabert, Héctor Allende

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

2015

Image Edge Detection Based on a Spatial Autoregressive Bootstrap Approach.

Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Robust Sieve bootstrap Prediction Intervals for contaminated Time Series.

Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende

Int. J. Pattern Recognit. Artif. Intell., 2014

2013

Sieve Bootstrap Prediction Intervals for Contaminated Non-linear Processes.

Gustavo Ulloa, Héctor Allende-Cid, Héctor Allende

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Sieve Bootstrap Prediction Intervals for Contamined BIP-ARMA Processes.

Gustavo Ulloa, Héctor Allende

Proceedings of the 31st International Conference of the Chilean Computer Science Society, 2012