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2007
- Jose Luis Malagon and Olac Fuentes, Object Detection using Image Reconstruction with PCA,
Image and Vision Computing, 2007 (accepted for publication).
- Juan Carlos Gomez and Olac Fuentes, Using Evolution Strategies for Automatic Extraction of Parameters for Stellar Population Synthesis of Galaxy Spectra from SDSS, 2007 IEEE Congress on Evolutionary Computation, Singapore, September 2007 (to appear).
- Luis David Lopez and Olac Fuentes, Color-Based Road Sign Detection and Tracking, International Conference on Image Analysis and Recognition (ICIAR), Montreal, CA, August 2007 (to appear).
- Juan Carlos Gomez and Olac Fuentes,
A Hybrid Algorithm Based on Evolution Strategies and Instance-Based Learning Applied to Two-dimensional Fitting of Brightness Profiles in Galaxy Images,
International Conference on Machine Learning and Data Mining (MLDM 2007), Leipzig, Germany, July 2007 (to appear).
- Jorge de la Calleja and Olac Fuentes, Learning from Imbalanced Datasets using a Distance-based Over-sampling Method,
International Conference on Machine Learning and Data Mining (MLDM 2007), Leipzig, Germany, July 2007 (to appear).
- Juan Carlos Gomez and Olac Fuentes,
Using Evolution Strategies for Automatic Extraction of Parameters for Stellar Population Synthesis of Galaxy Spectra from SDSS,
Genetic and Evolutionary Computation Conference (GECCO 2007), London, England, July 2007 (Poster presentation, to appear).
- Steven Gutstein, Olac Fuentes and Eric Freudenthal, Knowledge Transfer in Deep Convolutional Neural Nets, Proceedings of FLAIRS-07 Conference, Key West, Florida, May 2007.
- Jorge de la Calleja and Olac Fuentes, A Distance-based Over-sampling Method for Dealing with Imbalanced Data Sets, Proceedings of FLAIRS-07 Conference, Key West, Florida, May 2007 (Poster presentation).
- Nigel G. Ward, Rafael Escalante, Yaffa Al Bayyari, and Thamar Solorio. Learning to show you’re listening.
Computer Assisted Language Learning, submitted.
- Olac Fuentes, David Vera, and Thamar Solorio. A filter-based approach to detect end-of-utterances from prosody
in dialog systems. In Proceedings of the The Annual Conference of the North American Chapter of the Association
for Computational Linguistics (NAACL-HLT 2007), Rochester, NY, April 2007.
- Juan C. Franco and Thamar Solorio. Baby steps towards a language model for Spanglish. In The Eighth International
Conference on Intelligent Text Processing and Computational Linguistics CICLing-2007, Lecture Notes in
Computer Science, 2007.
- Jorge de la Calleja and Olac Fuentes, Automated Star/Galaxy Discrimination in Multispectral Wide-Field Images,
Proceedings of the Second International Conference on Computer Vision Theory
and Applications (VISAPP), Barcelona, Spain, March 2007.
2006
- Thamar Solorio, Olac Fuentes, Nigel Ward, and Yaffa Al Bayyari. Prosodic feature generation for back-channel
prediction. Proceedings of the Ninth International Conference on Spoken Language Processing (Interspeech 2006), Pittsburgh, PA, September 2006.
- H. Jair Escalante and Olac Fuentes, Analysis of Galactic Spectra Using Noise-Aware Learning Algorithms,
Proceedings of FLAIRS-06 Conference, Melbourne Beach, Florida, May 2006.
- Jorge de la Calleja and Olac Fuentes, Automated Classification of Astronomical Objects in Multi-spectral Wide-Field Images,
Proceedings of FLAIRS-06 Conference, Melbourne Beach, Florida, May 2006. (Received best poster award).
- Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornista Kozareva, and Thamar Solorio. Improving name
discrimination: A language salad approach. In Proceedings of the EACL 2006 Workshop on Cross-
Language Knowledge Induction, April 2006.
- Ted Pedersen, Anagha Kulkarni, Roxana Angheluta, Zornista Kozareva, and Thamar Solorio. An unsupervised
language independent method of name discrimination using second order co-occurrence features. In Alexander
Gelbukh, editor, Computational Linguistics and Intelligent Text Processing: Seventh International Conference,
CICLing 2006, Lecture Notes in Computer Science. Springer, February 2006.
2005
- Thamar Solorio, Olac Fuentes, Roberto Terlevich, and Elena Terlevich. An active instance-based machine learning
method for stellar population studies. Monthly Notices of the Royal Astronomical Society, 363(2), October 2005.
- José Martínez and Olac Fuentes, Using C4.5 as a variable Selection
Criterion in Classification Tasks, IASTED International Conference on
Artificial Intelligence and Soft-Computing, Benidorm, Spain, Sept. 2005.
- Juan Carlos Gomez, Olac Fuentes and Ivanio Puerari, Two-Dimensional Fitting of Brightness Profiles in
Galaxy Images with a Hybrid Algorithm, Proceedings of the Ninth
International Conference on Knowledge-Based Intelligent Information &
Engineering Systems (KES), Melbourne Australia, September 2005. Lecture Notes in Artificial Intelligence 3682.
- Thamar Solorio. Exploiting named entity taggers in a second language. In Chris Callison-Burch and Stephen Wan,
editors, Student Research Workshop at the 43rd Annual Meeting of the Association for Computational Linguistics (ACL),
pages 25–30, Ann Arbor, Michigan, June 2005. The Association for Computational Linguistics.
- Trilce Estrada-Piedra and Olac Fuentes, Identification of
Stellar Populations in Galactic Spectra using the Hierarchical Decision
Ensemble, Proceedings of the 18th International
FLAIRS Conference, Clearwater Beach, Florida, May 2005.
- Luis Malagon-Borja and Olac Fuentes, An
Object Detection System using Image Reconstruction with PCA,
Proceedings of the 2nd Canadian Conference on Computer and
Robot Vision, Victoria, B.C., Canada, May 2005.
- Geovany A. Ramirez and Olac Fuentes, Face
Detection using Combinations of Classifiers, Proceedings of the 2nd Canadian Conference on Computer and Robot Vision, Victoria, B.C., Canada, May 2005.
- Thamar Solorio and Aurelio López López. Learning named entity recognition in Portuguese from Spanish. In
Alexander Gelbukh, editor, Computational Linguistics and Intelligent Text Processing: Sixth International Conference,
CICLing 2005, volume 3406 of Lecture Notes in Computer Science. Springer, February 2005.
- Thamar Solorio, Manuel Pérez Coutiño, Manuel Montes y Gómez, Luis Villaseñor Pineda, and Aurelio López
López. Question classification in Spanish and Portuguese. In Alexander Gelbukh, editor, Computational Linguistics
and Intelligent Text Processing: Sixth International Conference, CICLing 2005, volume 3406 of Lecture Notes in
Computer Science. Springer, February 2005.
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