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ORCIDOlac Fuentes
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- affiliation: University of Texas at El Paso, USA
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Journal Articles
- 2022
[j13]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)- 2021
- [j12]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): 4572 (2021) - 2018
- [j11]Nigel G. Ward, Jason C. Carlson, Olac Fuentes:
Inferring stance in news broadcasts from prosodic-feature configurations. Comput. Speech Lang. 50: 85-104 (2018) - 2015
- [j10]Diego Aguirre, Anthony Morse, Olac Fuentes:
Automated Evaluation of Short Summaries. Int. J. Comput. Linguistics Appl. 6(1): 103-116 (2015) - 2010
- [j9]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): 23-33 (2010) - 2009
- [j8]Luis Malagón-Borja, Olac Fuentes:
Object detection using image reconstruction with PCA. Image Vis. Comput. 27(1-2): 2-9 (2009) - 2008
- [j7]Steven Gutstein, Olac Fuentes, Eric Freudenthal:
Knowledge Transfer in Deep convolutional Neural Nets. Int. J. Artif. Intell. Tools 17(3): 555-567 (2008) - [j6]Trilce Estrada, Olac Fuentes, Michela Taufer:
A distributed evolutionary method to design scheduling policies for volunteer computing. SIGMETRICS Perform. Evaluation Rev. 36(3): 40-49 (2008) - 2003
- [j5]Carmen Martínez, Olac Fuentes:
Face Recognition Using Unlabeled Data. Computación y Sistemas 7(2) (2003) - 1998
- [j4]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): 297-316 (1998) - [j3]Olac Fuentes, Randal C. Nelson:
Learning Dextrous Manipulation Skills for Multifingered Robot Hands Using the Evolution Strategy. Auton. Robots 5(3-4): 395-405 (1998) - [j2]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): 87-113 (1998) - [j1]Olac Fuentes, Randal C. Nelson:
Learning Dextrous Manipulation Skills for Multifingered Robot Hands Using the Evolution Strategy. Mach. Learn. 31(1-3): 223-237 (1998)
Conference and Workshop Papers
- 2023
- [c65]Bibek Aryal, Katie E. Miles, Sergio A. Vargas Zesati, Olac Fuentes:
Boundary Aware U-Net for Glacier Segmentation. NLDL 2023 - 2022
- [c64]Alexandro Arnal, Olac Fuentes:
Effects of scale on segmentation of Nissl-stained rat brain tissue images via convolutional neural networks. FLAIRS 2022 - 2021
- [c63]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: 166-178 - 2020
- [c62]Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Md Mahmudulla Hassan, Nebojsa Jojic:
Local Context Normalization: Revisiting Local Normalization. CVPR 2020: 11273-11282 - [c61]Sumi Dey, Olac Fuentes:
Predicting Solar X-ray Flux Using Deep Learning Techniques. IJCNN 2020: 1-7 - 2019
- [c60]Diego Aguirre, Olac Fuentes:
Improving Weight Initialization of ReLU and Output Layers. ICANN (2) 2019: 170-184 - 2018
- [c59]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: 1196-1205 - [c58]Anthony Ortiz, Olac Fuentes, Dalton S. Rosario, Christopher Kiekintveld:
On the Defense Against Adversarial Examples Beyond the Visible Spectrum. MILCOM 2018: 1-5 - [c57]Nigel G. Ward, Diego Aguirre, Gerardo Cervantes, Olac Fuentes:
Turn-Taking Predictions across Languages and Genres Using an LSTM Recurrent Neural Network. SLT 2018: 831-837 - [c56]Dalton S. Rosario, Anthony Ortiz, Olac Fuentes:
3D Terrain Segmentation in the Swir Spectrum. WHISPERS 2018: 1-5 - 2017
- [c55]Anthony Ortiz, Dalton S. Rosario, Olac Fuentes, Simon Blair:
Image-based 3D model and hyperspectral data fusion for improved scene understanding. IGARSS 2017: 4020-4023 - [c54]Nigel G. Ward, Jason C. Carlson, Olac Fuentes, Diego Castán, Elizabeth Shriberg, Andreas Tsiartas:
Inferring Stance from Prosody. INTERSPEECH 2017: 1447-1451 - [c53]Justin Parra, Olac Fuentes, Elizabeth Anthony, Vladik Kreinovich:
Predicting volcanic eruptions: Case study of rare events in chaotic systems with delay. SMC 2017: 351-356 - 2014
- [c52]Geovany A. Ramírez, Olac Fuentes, Stephen L. Crites, Maria Jimenez, Juanita Ordonez:
Color Analysis of Facial Skin: Detection of Emotional State. CVPR Workshops 2014: 474-479 - [c51]Jonathan Quijas, Olac Fuentes:
Removing JPEG blocking artifacts using machine learning. SSIAI 2014: 77-80 - 2012
- [c50]Geovany A. Ramírez, Olac Fuentes:
Street Detection with Asymmetric Haar Features. CIARP 2012: 398-405 - [c49]José Federico Ramírez-Cruz, Olac Fuentes, Rodrigo A. Romero, Aaron Velasco:
A Hybrid Algorithm for Crustal Velocity Modeling. MICAI (2) 2012: 329-337 - 2011
- [c48]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: 453-457 - [c47]Steven Gutstein, Olac Fuentes, Eric Freudenthal:
Latent learning - What your net also learned. IJCNN 2011: 1316-1321 - [c46]Jorge de la Calleja, Antonio Benítez, Ma. Auxilio Medina, Olac Fuentes:
Machine learning from imbalanced data sets for astronomical object classification. SoCPaR 2011: 435-439 - 2010
- [c45]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: 533-540 - [c44]Jun Zheng, Olac Fuentes, Ming-Ying Leung:
Super-resolution of mammograms. CIBCB 2010: 1-7 - [c43]Jun Zheng, Geovany A. Ramírez, Olac Fuentes:
Face Detection in Low-Resolution Color Images. ICIAR (1) 2010: 454-463 - [c42]Steven Gutstein, Olac Fuentes, Eric Freudenthal:
Latent learning in deep neural nets. IJCNN 2010: 1-6 - [c41]Nigel G. Ward, Olac Fuentes, Alejandro Vega:
Dialog prediction for a general model of turn-taking. INTERSPEECH 2010: 2662-2665 - [c40]Jun Zheng, Olac Fuentes, Ming-Ying Leung, Elais Jackson:
Mammogram Compression Using Super-Resolution. Digital Mammography / IWDM 2010: 46-53 - 2009
- [c39]Steven Gutstein, Olac Fuentes, Eric Freudenthal:
Training to a Neural Net's Inherent Bias. FLAIRS 2009 - [c38]Jorge de la Calleja, Olac Fuentes, Jesús González, Rita M. Aceves-Pérez:
A Learning Method for Imbalanced Data Sets. KDIR 2009: 307-310 - [c37]Manali Chakraborty, Olac Fuentes:
Real-Time Image-Based Motion Detection Using Color and Structure. ICIAR 2009: 678-686 - [c36]Jun Zheng, Olac Fuentes:
A Stochastic Method for Face Image Super-Resolution. ISVC (1) 2009: 762-773 - 2008
- [c35]Trilce Estrada, Olac Fuentes, Michela Taufer:
A distributed evolutionary method to design scheduling policies for volunteer computing. Conf. Computing Frontiers 2008: 313-322 - [c34]Steven Gutstein, Olac Fuentes, Eric Freudenthal:
The Utility of Knowledge Transfer for Noisy Data. FLAIRS 2008: 59-64 - [c33]Jorge de la Calleja, Olac Fuentes, Jesús González:
Selecting Minority Examples from Misclassified Data for Over-Sampling. FLAIRS 2008: 276-281 - [c32]Geovany A. Ramírez, Olac Fuentes:
Multi-Pose Face Detection with Asymmetric Haar Features. WACV 2008: 1-6 - 2007
- [c31]Juan-Carlos Gomez, Olac Fuentes:
Using Evolution Strategies to perform stellar population synthesis for galaxy spectra from SDSS. IEEE Congress on Evolutionary Computation 2007: 1808-1814 - [c30]Steven Gutstein, Olac Fuentes, Eric Freudenthal:
Knowledge Transfer in Deep Convolutional Neural Nets. FLAIRS 2007: 104-109 - [c29]Jorge de la Calleja, Olac Fuentes:
A Distance-Based Over-Sampling Method for Learning from Imbalanced Data Sets. FLAIRS 2007: 634-635 - [c28]Juan-Carlos Gomez, Olac Fuentes:
Using evolution strategies for automatic extraction of parameters for stellar population synthesis of galaxy spectra from sdss. GECCO 2007: 722 - [c27]Luis David Lopez, Olac Fuentes:
Color-Based Road Sign Detection and Tracking. ICIAR 2007: 1138-1147 - [c26]Jorge de la Calleja, Olac Fuentes:
Learning from Imbalanced Datasets using a Distance-based Over-sampling Method. MLDM Posters 2007: 287- - [c25]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: 716-726 - [c24]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: 45-48 - [c23]Jorge de la Calleja, Olac Fuentes:
Automated star/galaxy discrimination in multispectral wide-field images. VISAPP (2) 2007: 155-160 - 2006
- [c22]Hugo Jair Escalante, Olac Fuentes:
Analysis of Galactic Spectra using Noise-Aware Learning Algorithms. FLAIRS 2006: 550-555 - [c21]Jorge de la Calleja, Olac Fuentes:
Automated Classification of Astronomical Objects in Multispectral Wide-Field Images. FLAIRS 2006: 610-612 - [c20]Thamar Solorio, Olac Fuentes, Nigel G. Ward, Yaffa Al Bayyari:
Prosodic feature generation for back-channel prediction. INTERSPEECH 2006 - 2005
- [c19]Luis Malagón-Borja, Olac Fuentes:
An Object Detection System using Image Reconstruction with PCA. CRV 2005: 2-8 - [c18]Geovany A. Ramírez, Olac Fuentes:
Face Detection Using Combinations of Classifiers. CRV 2005: 610-615 - [c17]Trilce Estrada, Olac Fuentes:
Identification of Stellar Population in Galactic Spectra Using the Hierarchical Desicion Ensemble. FLAIRS 2005: 394-398 - [c16]Juan-Carlos Gomez, Olac Fuentes, Ivanio Puerari:
Two-Dimensional Fitting of Brightness Profiles in Galaxy Images with a Hybrid Algorithm. KES (2) 2005: 179-185 - 2004
- [c15]Antonio Salim, Olac Fuentes, Angélica Muñoz-Meléndez:
Development of Local Vision-Based Behaviors for a Robotic Soccer Player. ENC 2004: 275-281 - [c14]Olac Fuentes, Thamar Solorio, Roberto Terlevich, Elena Terlevich:
Analysis of Galactic Spectra Using Active Instance-Based Learning and Domain Knowledge. IBERAMIA 2004: 215-224 - [c13]Antonio Salim, Olac Fuentes, Angélica Muñoz-Meléndez:
Development of Local Perception-Based Behaviors for a Robotic Soccer Player. IBERAMIA 2004: 535-544 - [c12]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: 395-403 - [c11]Juan-Carlos Gomez, Olac Fuentes, Lia Athanassoula, Albert Bosma:
Using Evolution Strategies to Find a Dynamical Model of the M81 Triplet. KES 2004: 404-410 - [c10]Jorge de la Calleja, Olac Fuentes:
Automated Classification of Galaxy Images. KES 2004: 411-418 - [c9]Olac Fuentes, Thamar Solorio:
An Optimization Algorithm Based on Active and Instance-Based Learning. MICAI 2004: 242-251 - [c8]Vittorio Zanella, Olac Fuentes:
An Approach to Automatic Morphing of Face Images in Frontal View. MICAI 2004: 679-687 - 2003
- [c7]Geovany A. Ramírez, Vittorio Zanella, Olac Fuentes:
Heuristic-based Automatic Face Detection. Computer Graphics and Imaging 2003: 267-272 - 2002
- [c6]Thamar Solorio, Olac Fuentes:
Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm. IBERAMIA 2002: 70-79 - 1997
- [c5]Olac Fuentes, Randal C. Nelson:
Learning dextrous manipulation skills using the evolution strategy. ICRA 1997: 501-506 - [c4]Martin Jägersand, Olac Fuentes, Randal C. Nelson:
Experimental evaluation of uncalibrated visual servoing for precision manipulation. ICRA 1997: 2874-2880 - 1996
- [c3]Martin Jägersand, Olac Fuentes, Randal C. Nelson:
Acquiring Visual-Motor Models for Precision Manipulation with Robot Hands. ECCV (2) 1996: 603-612 - [c2]Olac Fuentes, Randal C. Nelson:
The virtual tool approach to dextrous telemanipulation. ICRA 1996: 1700-1705 - 1992
- [c1]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: 180-185
Informal and Other Publications
- 2024
- [i5]Nigel G. Ward, Divette Marco, Olac Fuentes:
Which Prosodic Features Matter Most for Pragmatics? CoRR abs/2408.13240 (2024) - [i4]Nigel G. Ward, Andres Segura, Georgina Bugarini, Heike Lehnert-LeHouillier, Dancheng Liu, Jinjun Xiong, Olac Fuentes:
Towards Precision Characterization of Communication Disorders using Models of Perceived Pragmatic Similarity. CoRR abs/2409.09170 (2024) - 2023
- [i3]Bibek Aryal, Katie E. Miles, Sergio A. Vargas Zesati, Olac Fuentes:
Boundary Aware U-Net for Glacier Segmentation. CoRR abs/2301.11454 (2023) - 2019
- [i2]Anthony Ortiz, Caleb Robinson, Dan Morris, Olac Fuentes, Christopher Kiekintveld, Mahmudulla Hassan, Nebojsa Jojic:
Local Context Normalization: Revisiting Local Normalization. CoRR abs/1912.05845 (2019) - 2018
- [i1]Dalton S. Rosario, Anthony Ortiz, Olac Fuentes:
3D Terrain Segmentation in the SWIR Spectrum. CoRR abs/1810.11690 (2018)
Coauthor Index
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