Olac Fuentes

Orcid: 0000-0003-2406-7245

Affiliations:
  • University of Texas at El Paso, USA


According to our database1, Olac Fuentes authored at least 73 papers between 1992 and 2023.

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Bibliography

2023
Boundary Aware U-Net for Glacier Segmentation.
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

2022
Improving Crowdsourcing-Based Image Classification Through Expanded Input Elicitation and Machine Learning.
Frontiers Artif. Intell., 2022

Effects of scale on segmentation of Nissl-stained rat brain tissue images via convolutional neural networks.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022

2021
Semi-Automated Semantic Segmentation of Arctic Shorelines Using Very High-Resolution Airborne Imagery, Spectral Indices and Weakly Supervised Machine Learning Approaches.
Remote. Sens., 2021

Enhancing Image Classification Capabilities of Crowdsourcing-Based Methods through Expanded Input Elicitation.
Proceedings of the Ninth AAAI Conference on Human Computation and Crowdsourcing, 2021

2020
Predicting Solar X-ray Flux Using Deep Learning Techniques.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Local Context Normalization: Revisiting Local Normalization.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Improving Weight Initialization of ReLU and Output Layers.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

2018
Inferring stance in news broadcasts from prosodic-feature configurations.
Comput. Speech Lang., 2018

3D Terrain Segmentation in the Swir Spectrum.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Turn-Taking Predictions across Languages and Genres Using an LSTM Recurrent Neural Network.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

On the Defense Against Adversarial Examples Beyond the Visible Spectrum.
Proceedings of the 2018 IEEE Military Communications Conference, 2018

Integrated Learning and Feature Selection for Deep Neural Networks in Multispectral Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Predicting volcanic eruptions: Case study of rare events in chaotic systems with delay.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Inferring Stance from Prosody.
Proceedings of the Interspeech 2017, 2017

Image-based 3D model and hyperspectral data fusion for improved scene understanding.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2015
Automated Evaluation of Short Summaries.
Int. J. Comput. Linguistics Appl., 2015

2014
Removing JPEG blocking artifacts using machine learning.
Proceedings of the 2014 Southwest Symposium on Image Analysis and Interpretation, 2014

Color Analysis of Facial Skin: Detection of Emotional State.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012
A Hybrid Algorithm for Crustal Velocity Modeling.
Proceedings of the Advances in Computational Intelligence, 2012

Street Detection with Asymmetric Haar Features.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2012

2011
Machine learning from imbalanced data sets for astronomical object classification.
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

Latent learning - What your net also learned.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Automatic classification of pathological gait patterns using ground reaction forces and machine learning algorithms.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Using Evolution Strategies to Perform Stellar Population Synthesis for Galaxy Spectra from SDSS.
Int. J. Appl. Evol. Comput., 2010

Mammogram Compression Using Super-Resolution.
Proceedings of the Digital Mammography, 2010

Dialog prediction for a general model of turn-taking.
Proceedings of the INTERSPEECH 2010, 2010

Latent learning in deep neural nets.
Proceedings of the International Joint Conference on Neural Networks, 2010

Face Detection in Low-Resolution Color Images.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Super-resolution of mammograms.
Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010

The Imbalanced Problem in Morphological Galaxy Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009
Object detection using image reconstruction with PCA.
Image Vis. Comput., 2009

A Stochastic Method for Face Image Super-Resolution.
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Real-Time Image-Based Motion Detection Using Color and Structure.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

A Learning Method for Imbalanced Data Sets.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

Training to a Neural Net's Inherent Bias.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008
A distributed evolutionary method to design scheduling policies for volunteer computing.
SIGMETRICS Perform. Evaluation Rev., 2008

Knowledge Transfer in Deep convolutional Neural Nets.
Int. J. Artif. Intell. Tools, 2008

Multi-Pose Face Detection with Asymmetric Haar Features.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

The Utility of Knowledge Transfer for Noisy Data.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Selecting Minority Examples from Misclassified Data for Over-Sampling.
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

2007
Automated star/galaxy discrimination in multispectral wide-field images.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

A Filter-Based Approach to Detect End-of-Utterances from Prosody in Dialog Systems.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning, Used in Two-Dimensional Fitting of Brightness Profiles in Galaxy Images.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Learning from Imbalanced Datasets using a Distance-based Over-sampling Method.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Color-Based Road Sign Detection and Tracking.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Using evolution strategies for automatic extraction of parameters for stellar population synthesis of galaxy spectra from sdss.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A Distance-Based Over-Sampling Method for Learning from Imbalanced Data Sets.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007

2006
Prosodic feature generation for back-channel prediction.
Proceedings of the INTERSPEECH 2006, 2006

Analysis of Galactic Spectra using Noise-Aware Learning Algorithms.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

Automated Classification of Astronomical Objects in Multispectral Wide-Field Images.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

2005
Two-Dimensional Fitting of Brightness Profiles in Galaxy Images with a Hybrid Algorithm.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Identification of Stellar Population in Galactic Spectra Using the Hierarchical Desicion Ensemble.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Face Detection Using Combinations of Classifiers.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

An Object Detection System using Image Reconstruction with PCA.
Proceedings of the Second Canadian Conference on Computer and Robot Vision (CRV 2005), 2005

2004
An Approach to Automatic Morphing of Face Images in Frontal View.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

An Optimization Algorithm Based on Active and Instance-Based Learning.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Using Evolution Strategies to Find a Dynamical Model of the M81 Triplet.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Automated Classification of Galaxy Images.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Extracting Stellar Population Parameters of Galaxies from Photometric Data Using Evolution Strategies and Locally Weighted Linear Regression.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Development of Local Perception-Based Behaviors for a Robotic Soccer Player.
Proceedings of the Advances in Artificial Intelligence, 2004

Analysis of Galactic Spectra Using Active Instance-Based Learning and Domain Knowledge.
Proceedings of the Advances in Artificial Intelligence, 2004

Development of Local Vision-Based Behaviors for a Robotic Soccer Player.
Proceedings of the 5th Mexican International Conference on Computer Science (ENC 2004), 2004

2003
Face Recognition Using Unlabeled Data.
Computación y Sistemas, 2003

Heuristic-based Automatic Face Detection.
Proceedings of the Sixth IASTED International Conference on Computer Graphics and Imaging, 2003

2002
Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm.
Proceedings of the Advances in Artificial Intelligence, 2002

1998
Hierarchical Learning of Navigational Behaviors in an Autonomous Robot using a Predictive Sparse Distributed Memory.
Auton. Robots, 1998

Learning Dextrous Manipulation Skills for Multifingered Robot Hands Using the Evolution Strategy.
Auton. Robots, 1998

1997
Experimental evaluation of uncalibrated visual servoing for precision manipulation.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Learning dextrous manipulation skills using the evolution strategy.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

1996
The virtual tool approach to dextrous telemanipulation.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Acquiring Visual-Motor Models for Precision Manipulation with Robot Hands.
Proceedings of the Computer Vision, 1996

1992
Fuzzy Control is Often Better Than Manual Control of the Very Experts Whose Knowledge it Uses: An Explanation.
Proceedings of the Fourth International Conference on Tools with Artificial Intelligence, 1992


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