selected publications
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article
- An algorithm for computing minimum-length irreducible testors. IEEE Access. 8:56312-56320. 2020-01-01
- Modeling spatial pattern of dengue in North Central Mexico using survey data and logistic regression. International Journal of Environmental Health Research. -. 2019-01-01
- Enhancing the Performance of YYC Algorithm Useful to Generate Irreducible Testors. International Journal of Pattern Recognition and Artificial Intelligence. 32:-. 2018-01-01
- A CUDA-based hill-climbing algorithm to find irreducible testors from a training matrix. Pattern Recognition Letters. 95:22-28. 2017-01-01
- Locating Potential Zones for Cultivating Stevia rebaudiana in Mexico: Weighted Linear Combination Approach. Sugar Tech. 19:206-218. 2017-01-01
- A new algorithm for computing reducts based on the binary discernibility matrix. Intelligent Data Analysis. 20:317-337. 2016-01-01
- A parallel hill-climbing algorithm to generate a subset of irreducible testors. Applied Intelligence. 42:622-641. 2015-01-01
- Modelling site selection for tree plantation establishment under different decision scenarios. Journal of Tropical Forest Science. 27:298-313. 2015-01-01
- On the relation between rough set reducts and typical testors. Information Sciences. 294:152-163. 2015-01-01
- Towards where will the city of San Luis Potosi (Mexico) grow after 2009? [¿Hacia dónde crecerá la ciudad de San Luis Potosí (México) después de 2009?]. Eure. 41:113-137. 2015-01-01
- An evolutionary algorithm with acceleration operator to generate a subset of typical testors. Pattern Recognition Letters. 41:34-42. 2014-01-01
- Mapping aboveground biomass by integrating geospatial and forest inventory data through a k-nearest neighbor strategy in North Central Mexico. Journal of Arid Land. 6:80-96. 2014-01-01
- An algorithm for computing typical testors based on elimination of gaps and reduction of columns. International Journal of Pattern Recognition and Artificial Intelligence. 27:-. 2013-01-01
- Decision tree based classifiers for large datasets. Computacion y Sistemas. 17:95-102. 2013-01-01
- Incremental k most similar neighbor classifier for mixed data [Un algoritmo de clasificación incremental basado en los k vecinos más similares para datos mezclado]. Revista Facultad de Ingenieria. 19-30. 2013-01-01
- A Fast Implementation for the Typical Testor Property Identification Based on an Accumulative Binary Tuple. International Journal of Computational Intelligence Systems. 5:1025-1039. 2012-01-01
- Building fast decision trees from large training sets. Intelligent Data Analysis. 16:649-664. 2012-01-01
- Forest Cover mapping in north-central Mexico: A comparison of digital image processing methods. GIScience and Remote Sensing. 49:895-914. 2012-01-01
- Decision tree induction using a fast splitting attribute selection for large datasets. Expert Systems with Applications. 38:14290-14300. 2011-01-01
- Suboptimal control based on hill-climbing method for time delay systems. IET Control Theory and Applications. 1:1441-1450. 2007-01-01
- Determination of similarity threshold in clustering problems for large data sets. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2905:611-618. 2003-01-01
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conference paper
- Computing constructs by using typical testor algorithms. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 44-53. 2015-01-01
- Are reducts and typical testors the same?. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 294-301. 2014-01-01
- Easy categorization of attributes in decision tables based on basic binary discernibility matrix. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 302-310. 2013-01-01
- Parallel k-most similar neighbor classifier for mixed data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 586-593. 2012-01-01
- Typical testors generation based on an evolutionary algorithm. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 58-65. 2011-01-01
- A fast implementation of the CT-EXT algorithm for the testor property identification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 92-103. 2010-01-01
- Multivariate decision trees using different splitting attribute subsets for large datasets. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 370-373. 2010-01-01
- Radon transform algorithm for fingerprint core point detection. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 134-143. 2010-01-01
- A new incremental algorithm for induction of multivariate decision trees for large datasets. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 282-289. 2008-01-01
- CMOS digital pixel for binary morphological edge segmentation. Electronics, Robotics and Automotive Mechanics Conference, CERMA 2007 - Proceedings. 266-270. 2007-01-01
- CT-EXT: An algorithm for computing typical testor set. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 506-514. 2007-01-01
- FS-EX plus: A new algorithm for the calculation of typical FS-testor set. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 380-386. 2007-01-01
- An invariant approach for image recognition. Proceedings - Electronics, Robotics and Automotive Mechanics Conference, CERMA 2006. 30-34. 2006-01-01
- An image resizing algorithm for binary maps. Proceedings of the Fifth Mexican International Conference in Computer Science, ENC 2004. 126-132. 2004-01-01
- An extensible data mining and pattern recognition system. Proceedings of the IASTED International Conference on Computer Science and Technology. 245-248. 2003-01-01
- A clustering method for very large mixed data sets. Proceedings - IEEE International Conference on Data Mining, ICDM. 643-644. 2001-01-01
- LC: A conceptual clustering algorithm. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 117-127. 2001-01-01
- DGLC: A density-based global logical combinatorial clustering algorithm for Large Mixed Incomplete Data. International Geoscience and Remote Sensing Symposium (IGARSS). 2846-2848. 2000-01-01