Login / Signup
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
CIARP
Int. J. Pattern Recognit. Artif. Intell.
ICIAR (2)
MCPR
</>
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)