Olac Fuentes

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 19

Top Topics

Weakly Supervised

Machine Learning

Top Venues

Publications

Bibek Aryal, Katie E. Miles, Sergio A. Vargas Zesati, Olac Fuentes
Boundary Aware U-Net for Glacier Segmentation. NLDL (2023)
Bibek Aryal, Katie E. Miles, Sergio A. Vargas Zesati, Olac Fuentes
Boundary Aware U-Net for Glacier Segmentation. CoRR (2023)
Romena Yasmin, Md Mahmudulla Hassan, Joshua Grassel, Harika Bhogaraju, Adolfo R. Escobedo, Olac Fuentes
Improving Crowdsourcing-Based Image Classification Through Expanded Input Elicitation and Machine Learning. Frontiers Artif. Intell. 5 (2022)
Alexandro Arnal, Olac Fuentes
Effects of scale on segmentation of Nissl-stained rat brain tissue images via convolutional neural networks. FLAIRS (2022)
Romena Yasmin, Joshua Grassel, Md Mahmudulla Hassan, Olac Fuentes, Adolfo R. Escobedo
Enhancing Image Classification Capabilities of Crowdsourcing-Based Methods through Expanded Input Elicitation. HCOMP (2021)
Bibek Aryal, Stephen M. Escarzaga, Sergio A. Vargas Zesati, Miguel Velez-Reyes, Olac Fuentes, Craig E. Tweedie
Semi-Automated Semantic Segmentation of Arctic Shorelines Using Very High-Resolution Airborne Imagery, Spectral Indices and Weakly Supervised Machine Learning Approaches. Remote. Sens. 13 (22) (2021)
Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Md Mahmudulla Hassan, Nebojsa Jojic
Local Context Normalization: Revisiting Local Normalization. CVPR (2020)
Sumi Dey, Olac Fuentes
Predicting Solar X-ray Flux Using Deep Learning Techniques. IJCNN (2020)
Diego Aguirre, Olac Fuentes
Improving Weight Initialization of ReLU and Output Layers. ICANN (2) (2019)
Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic
Local Context Normalization: Revisiting Local Normalization. CoRR (2019)
Anthony Ortiz, Olac Fuentes, Dalton S. Rosario, Christopher Kiekintveld
On the Defense Against Adversarial Examples Beyond the Visible Spectrum. MILCOM (2018)
Nigel G. Ward, Jason C. Carlson, Olac Fuentes
Inferring stance in news broadcasts from prosodic-feature configurations. Comput. Speech Lang. 50 (2018)
Dalton S. Rosario, Anthony Ortiz, Olac Fuentes
3D Terrain Segmentation in the Swir Spectrum. WHISPERS (2018)
Anthony Ortiz, Alonso Granados, Olac Fuentes, Christopher Kiekintveld, Dalton S. Rosario, Zachary Bell
Integrated Learning and Feature Selection for Deep Neural Networks in Multispectral Images. CVPR Workshops (2018)
Dalton S. Rosario, Anthony Ortiz, Olac Fuentes
3D Terrain Segmentation in the SWIR Spectrum. CoRR (2018)
Nigel G. Ward, Diego Aguirre, Gerardo Cervantes, Olac Fuentes
Turn-Taking Predictions across Languages and Genres Using an LSTM Recurrent Neural Network. SLT (2018)
Nigel G. Ward, Jason C. Carlson, Olac Fuentes, Diego Castán, Elizabeth Shriberg, Andreas Tsiartas
Inferring Stance from Prosody. INTERSPEECH (2017)
Justin Parra, Olac Fuentes, Elizabeth Anthony, Vladik Kreinovich
Predicting volcanic eruptions: Case study of rare events in chaotic systems with delay. SMC (2017)
Anthony Ortiz, Dalton S. Rosario, Olac Fuentes, Simon Blair
Image-based 3D model and hyperspectral data fusion for improved scene understanding. IGARSS (2017)
Diego Aguirre, Anthony Morse, Olac Fuentes
Automated Evaluation of Short Summaries. Int. J. Comput. Linguistics Appl. 6 (1) (2015)
Jonathan Quijas, Olac Fuentes
Removing JPEG blocking artifacts using machine learning. SSIAI (2014)
Geovany A. Ramírez, Olac Fuentes, Stephen L. Crites, Maria Jimenez, Juanita Ordonez
Color Analysis of Facial Skin: Detection of Emotional State. CVPR Workshops (2014)
José Federico Ramírez-Cruz, Olac Fuentes, Rodrigo A. Romero, Aaron Velasco
A Hybrid Algorithm for Crustal Velocity Modeling. MICAI (2) (2012)
Geovany A. Ramírez, Olac Fuentes
Street Detection with Asymmetric Haar Features. CIARP (2012)
Steven Gutstein, Olac Fuentes, Eric Freudenthal
Latent learning - What your net also learned. IJCNN (2011)
Jorge de la Calleja, Antonio Benítez, Ma. Auxilio Medina, Olac Fuentes
Machine learning from imbalanced data sets for astronomical object classification. SoCPaR (2011)
Murad Alaqtash, Thompson Sarkodie-Gyan, Huiying Yu, Olac Fuentes, Richard Brower, Amr Abdelgawad
Automatic classification of pathological gait patterns using ground reaction forces and machine learning algorithms. EMBC (2011)
Jun Zheng, Olac Fuentes, Ming-Ying Leung
Super-resolution of mammograms. CIBCB (2010)
Steven Gutstein, Olac Fuentes, Eric Freudenthal
Latent learning in deep neural nets. IJCNN (2010)
Jorge de la Calleja, Gladis Huerta, Olac Fuentes, Antonio Benítez, Eduardo López Domínguez, Ma. Auxilio Medina
The Imbalanced Problem in Morphological Galaxy Classification. CIARP (2010)
Jun Zheng, Olac Fuentes, Ming-Ying Leung, Elais Jackson
Mammogram Compression Using Super-Resolution. Digital Mammography / IWDM (2010)
Jun Zheng, Geovany A. Ramírez, Olac Fuentes
Face Detection in Low-Resolution Color Images. ICIAR (1) (2010)
Nigel G. Ward, Olac Fuentes, Alejandro Vega
Dialog prediction for a general model of turn-taking. INTERSPEECH (2010)
Juan-Carlos Gomez, Olac Fuentes
Using Evolution Strategies to Perform Stellar Population Synthesis for Galaxy Spectra from SDSS. Int. J. Appl. Evol. Comput. 1 (4) (2010)
Steven Gutstein, Olac Fuentes, Eric Freudenthal
Training to a Neural Net's Inherent Bias. FLAIRS Conference (2009)
Manali Chakraborty, Olac Fuentes
Real-Time Image-Based Motion Detection Using Color and Structure. ICIAR (2009)
Jun Zheng, Olac Fuentes
A Stochastic Method for Face Image Super-Resolution. ISVC (1) (2009)
Jorge de la Calleja, Olac Fuentes, Jesús González, Rita M. Aceves-Pérez
A Learning Method for Imbalanced Data Sets. KDIR (2009)
Luis Malagón-Borja, Olac Fuentes
Object detection using image reconstruction with PCA. Image Vis. Comput. 27 (1-2) (2009)
Geovany A. Ramírez, Olac Fuentes
Multi-Pose Face Detection with Asymmetric Haar Features. WACV (2008)
Steven Gutstein, Olac Fuentes, Eric Freudenthal
Knowledge Transfer in Deep convolutional Neural Nets. Int. J. Artif. Intell. Tools 17 (3) (2008)
Trilce Estrada, Olac Fuentes, Michela Taufer
A distributed evolutionary method to design scheduling policies for volunteer computing. SIGMETRICS Perform. Evaluation Rev. 36 (3) (2008)
Trilce Estrada, Olac Fuentes, Michela Taufer
A distributed evolutionary method to design scheduling policies for volunteer computing. Conf. Computing Frontiers (2008)
Steven Gutstein, Olac Fuentes, Eric Freudenthal
The Utility of Knowledge Transfer for Noisy Data. FLAIRS Conference (2008)
Jorge de la Calleja, Olac Fuentes, Jesús González
Selecting Minority Examples from Misclassified Data for Over-Sampling. FLAIRS Conference (2008)
Jorge de la Calleja, Olac Fuentes
A Distance-Based Over-Sampling Method for Learning from Imbalanced Data Sets. FLAIRS Conference (2007)
Luis David Lopez, Olac Fuentes
Color-Based Road Sign Detection and Tracking. ICIAR (2007)
Juan-Carlos Gomez, Olac Fuentes
Using Evolution Strategies to perform stellar population synthesis for galaxy spectra from SDSS. IEEE Congress on Evolutionary Computation (2007)
Olac Fuentes, David Vera, Thamar Solorio
A Filter-Based Approach to Detect End-of-Utterances from Prosody in Dialog Systems. HLT-NAACL (Short Papers) (2007)
Juan-Carlos Gomez, Olac Fuentes
Using evolution strategies for automatic extraction of parameters for stellar population synthesis of galaxy spectra from sdss. GECCO (2007)
Jorge de la Calleja, Olac Fuentes
Automated star/galaxy discrimination in multispectral wide-field images. VISAPP (2) (2007)
Juan-Carlos Gomez, Olac Fuentes
A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning, Used in Two-Dimensional Fitting of Brightness Profiles in Galaxy Images. MLDM (2007)
Jorge de la Calleja, Olac Fuentes
Learning from Imbalanced Datasets using a Distance-based Over-sampling Method. MLDM Posters (2007)
Steven Gutstein, Olac Fuentes, Eric Freudenthal
Knowledge Transfer in Deep Convolutional Neural Nets. FLAIRS Conference (2007)
Hugo Jair Escalante, Olac Fuentes
Analysis of Galactic Spectra using Noise-Aware Learning Algorithms. FLAIRS Conference (2006)
Thamar Solorio, Olac Fuentes, Nigel G. Ward, Yaffa Al Bayyari
Prosodic feature generation for back-channel prediction. INTERSPEECH (2006)
Jorge de la Calleja, Olac Fuentes
Automated Classification of Astronomical Objects in Multispectral Wide-Field Images. FLAIRS Conference (2006)
Juan-Carlos Gomez, Olac Fuentes, Ivanio Puerari
Two-Dimensional Fitting of Brightness Profiles in Galaxy Images with a Hybrid Algorithm. KES (2) (2005)
Trilce Estrada, Olac Fuentes
Identification of Stellar Population in Galactic Spectra Using the Hierarchical Desicion Ensemble. FLAIRS Conference (2005)
Geovany A. Ramírez, Olac Fuentes
Face Detection Using Combinations of Classifiers. CRV (2005)
Luis Malagón-Borja, Olac Fuentes
An Object Detection System using Image Reconstruction with PCA. CRV (2005)
Olac Fuentes, Thamar Solorio, Roberto Terlevich, Elena Terlevich
Analysis of Galactic Spectra Using Active Instance-Based Learning and Domain Knowledge. IBERAMIA (2004)
Luis Álvarez, Olac Fuentes, Roberto Terlevich
Extracting Stellar Population Parameters of Galaxies from Photometric Data Using Evolution Strategies and Locally Weighted Linear Regression. KES (2004)
Vittorio Zanella, Olac Fuentes
An Approach to Automatic Morphing of Face Images in Frontal View. MICAI (2004)
Antonio Salim, Olac Fuentes, Angélica Muñoz
Development of Local Vision-Based Behaviors for a Robotic Soccer Player. ENC (2004)
Jorge de la Calleja, Olac Fuentes
Automated Classification of Galaxy Images. KES (2004)
Olac Fuentes, Thamar Solorio
An Optimization Algorithm Based on Active and Instance-Based Learning. MICAI (2004)
Juan-Carlos Gomez, Olac Fuentes, Lia Athanassoula, Albert Bosma
Using Evolution Strategies to Find a Dynamical Model of the M81 Triplet. KES (2004)
Antonio Salim, Olac Fuentes, Angélica Muñoz
Development of Local Perception-Based Behaviors for a Robotic Soccer Player. IBERAMIA (2004)
Carmen Martínez, Olac Fuentes
Face Recognition Using Unlabeled Data. Computación y Sistemas 7 (2) (2003)
Geovany A. Ramírez, Vittorio Zanella, Olac Fuentes
Heuristic-based Automatic Face Detection. Computer Graphics and Imaging (2003)
Thamar Solorio, Olac Fuentes
Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm. IBERAMIA (2002)
Rajesh P. N. Rao, Olac Fuentes
Hierarchical Learning of Navigational Behaviors in an Autonomous Robot using a Predictive Sparse Distributed Memory. Auton. Robots 5 (3-4) (1998)
Rajesh P. N. Rao, Olac Fuentes
Hierarchical Learning of Navigational Behaviors in an Autonomous Robot using a Predictive Sparse Distributed Memory. Mach. Learn. 31 (1-3) (1998)
Olac Fuentes, Randal C. Nelson
Learning Dextrous Manipulation Skills for Multifingered Robot Hands Using the Evolution Strategy. Auton. Robots 5 (3-4) (1998)
Olac Fuentes, Randal C. Nelson
Learning Dextrous Manipulation Skills for Multifingered Robot Hands Using the Evolution Strategy. Mach. Learn. 31 (1-3) (1998)
Olac Fuentes, Randal C. Nelson
Learning dextrous manipulation skills using the evolution strategy. ICRA (1997)
Martin Jägersand, Olac Fuentes, Randal C. Nelson
Experimental evaluation of uncalibrated visual servoing for precision manipulation. ICRA (1997)
Olac Fuentes, Randal C. Nelson
The virtual tool approach to dextrous telemanipulation. ICRA (1996)
Martin Jägersand, Olac Fuentes, Randal C. Nelson
Acquiring Visual-Motor Models for Precision Manipulation with Robot Hands. ECCV (2) (1996)
Vladik Kreinovich, Robert N. Lea, Olac Fuentes, Anatole Lokshin
Fuzzy Control is Often Better Than Manual Control of the Very Experts Whose Knowledge it Uses: An Explanation. ICTAI (1992)