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ORCIDJesús Ariel Carrasco-Ochoa
José Ariel Carrasco-Ochoa
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- affiliation: Computer Science Department, National Institute for Astrophysics, Optics and Electronics, Puebla, Mexico
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2020 – today
- 2023
[j86]Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Thematic Section: Advances in Pattern Recognition. Computación y Sistemas (CyS) 27(1) (2023)- 2022
- [j85]Saúl Solorio-Fernández
, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
A survey on feature selection methods for mixed data. Artif. Intell. Rev. 55(4): 2821-2846 (2022) - [j84]Laura Alejandra Pinilla-Buitrago, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Encoding hieroglyph segments to represent hieroglyphs following the bag of visual word model for retrieval. Expert Syst. Appl. 201: 116983 (2022) - [j83]Yanir González-Díaz, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés:
Algorithm for computing all the shortest reducts based on a new pruning strategy. Inf. Sci. 585: 113-126 (2022) - [c96]Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Ventzeslav Valev, Mohammad Amin Shamshiri, Adam Krzyzak:
Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors. ICPRAM 2022: 188-194 - [e15]Osslan Osiris Vergara-Villegas, Vianey Guadalupe Cruz Sánchez, Juan Humberto Sossa Azuela, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 14th Mexican Conference, MCPR 2022, Ciudad Juárez, Mexico, June 22-25, 2022, Proceedings. Lecture Notes in Computer Science 13264, Springer 2022, ISBN 978-3-031-07749-4 [contents] - 2021
- [j82]Víctor A. Briones-Segovia, Víctor Jiménez-Villar, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
A new oversampling method in the string space. Expert Syst. Appl. 183: 115428 (2021) - [j81]José Arturo Olvera-López, Joaquín Salas, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Sudeep Sarkar:
Virtual special issue on novel data-representation and classification techniques. Pattern Recognit. Lett. 142: 1-2 (2021) - [j80]Ignacio Hernández-Bautista, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Juan Carbajal Hernández:
Automatic filter coefficient calculation in lifting scheme wavelet transform for lossless image compression. Vis. Comput. 37(5): 957-972 (2021) - [c95]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. MCPR 2021: 47-56 - [c94]Vladimir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés, J. Arturo Olvera-López:
A Comparative Study of Two Algorithms for Computing the Shortest Reducts: MiLIT and MinReduct. MCPR 2021: 57-67 - [c93]Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Experimental Comparison of Oversampling Methods for Mixed Datasets. MCPR 2021: 78-88 - [e14]Edgar Roman-Rangel, Ángel Fernando Kuri Morales, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López:
Pattern Recognition - 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23-26, 2021, Proceedings. Lecture Notes in Computer Science 12725, Springer 2021, ISBN 978-3-030-77003-7 [contents] - 2020
- [j79]Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, Raúl Monroy, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
An Explainable Artificial Intelligence Model for Clustering Numerical Databases. IEEE Access 8: 52370-52384 (2020) - [j78]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
A review of unsupervised feature selection methods. Artif. Intell. Rev. 53(2): 907-948 (2020) - [j77]Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Andrés Gago Alonso, José Eladio Medina-Pagola:
Mining clique frequent approximate subgraphs from multi-graph collections. Appl. Intell. 50(3): 878-892 (2020) - [j76]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
A systematic evaluation of filter Unsupervised Feature Selection methods. Expert Syst. Appl. 162: 113745 (2020) - [j75]Beatríz Beltrán, Darnes Vilariño, José Fco. Martínez-Trinidad, José Ariel Carrasco-Ochoa, David Pinto:
K-means based method for overlapping document clustering. J. Intell. Fuzzy Syst. 39(2): 2127-2135 (2020) - [j74]Sebastián Bejos, Ivan Feliciano-Avelino, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Improved fast partitional clustering algorithm for text clustering. J. Intell. Fuzzy Syst. 39(2): 2137-2145 (2020) - [j73]Gretel Bernal Baró, José Francisco Martínez Trinidad, Rosa María Valdovinos Rosas, Jesús Ariel Carrasco-Ochoa, Ansel Y. Rodríguez González, Manuel S. Lazo-Cortés:
A PSO-based algorithm for mining association rules using a guided exploration strategy. Pattern Recognit. Lett. 138: 8-15 (2020) - [j72]Vladimir Rodríguez-Diez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés, J. Arturo Olvera-López:
MinReduct: A new algorithm for computing the shortest reducts. Pattern Recognit. Lett. 138: 177-184 (2020) - [j71]Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis. Pattern Recognit. Lett. 138: 321-328 (2020) - [c92]Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Nelva Nely Almanza Ortega:
Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers. MCPR 2020: 67-75 - [e13]Karina Mariela Figueroa-Mora, Juan Anzurez-Marin, Jaime Cerdá Jacobo, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 12th Mexican Conference, MCPR 2020, Morelia, Mexico, June 24-27, 2020, Proceedings. Lecture Notes in Computer Science 12088, Springer 2020, ISBN 978-3-030-49075-1 [contents]
2010 – 2019
- 2019
- [j70]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Cost-Sensitive Pattern-Based classification for Class Imbalance problems. IEEE Access 7: 60411-60427 (2019) - [j69]Eduardo Alba-Cabrera, Salvador Godoy-Calderón, Manuel S. Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
On the Relation Between the Concepts of Irreducible Testor and Minimal Transversal. IEEE Access 7: 82809-82816 (2019) - [j68]Airel Pérez Suárez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A review of conceptual clustering algorithms. Artif. Intell. Rev. 52(2): 1267-1296 (2019) - [j67]G. Melendez-Melendez, D. Cruz-Paz, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
An improved algorithm for partial clustering. Expert Syst. Appl. 121: 282-291 (2019) - [j66]Ansel Y. Rodríguez González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Ruiz-Shulcloper, Matías Alvarado-Mentado:
Frequent similar pattern mining using non Boolean similarity functions. J. Intell. Fuzzy Syst. 36(5): 4931-4944 (2019) - [j65]Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Deterministic oversampling methods based on SMOTE. J. Intell. Fuzzy Syst. 36(5): 4945-4955 (2019) - [j64]Laura Alejandra Pinilla-Buitrago, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Bag of k-nearest visual words for hieroglyph retrieval. J. Intell. Fuzzy Syst. 36(5): 4981-4990 (2019) - [j63]Laura Alejandra Pinilla-Buitrago, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Edgar Roman-Rangel:
Improved Hieroglyph Representation for Image Retrieval. ACM Journal on Computing and Cultural Heritage 12(2): 13:1-13:15 (2019) - [j62]Octavio Loyola-González, Miguel Angel Medina-Pérez, Dayton Hernández-Tamayo, Raúl Monroy, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors. Sensors 19(2): 414 (2019) - [c91]Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score. MCPR 2019: 3-13 - [c90]Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. MCPR 2019: 315-326 - [c89]Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
On the Use of Constructs for Rule-Based Classification: A Case Study. MCPR 2019: 327-335 - [e12]Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López, Joaquín Salas:
Pattern Recognition - 11th Mexican Conference, MCPR 2019, Querétaro, Mexico, June 26-29, 2019, Proceedings. Lecture Notes in Computer Science 11524, Springer 2019, ISBN 978-3-030-21076-2 [contents] - 2018
- [j61]Ansel Y. Rodríguez González, Fernando Lezama, Carlos A. Iglesias-Alvarez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Enrique Munoz de Cote:
Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss. Expert Syst. Appl. 96: 271-283 (2018) - [j60]Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Víctor Ayala-Ramírez, José Arturo Olvera-López:
Editorial. Int. J. Pattern Recognit. Artif. Intell. 32(1): 1802001:1-1802001:5 (2018) - [j59]Marisol Flores-Garrido, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Extensions to AGraP Algorithm for Finding a Reduced Set of Inexact Graph Patterns. Int. J. Pattern Recognit. Artif. Intell. 32(1): 1860012:1-1860012:28 (2018) - [j58]Vladimir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés:
A new algorithm for reduct computation based on gap elimination and attribute contribution. Inf. Sci. 435: 111-123 (2018) - [j57]J. Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Accurate and fast prototype selection based on the notion of relevant and border prototypes. J. Intell. Fuzzy Syst. 34(5): 2923-2934 (2018) - [j56]Arquímides Méndez-Molina, Ana Li Oña-García, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Revisiting two-stage feature selection based on coverage policies for text classification. J. Intell. Fuzzy Syst. 34(5): 2949-2957 (2018) - [c88]Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, Andrés Gago Alonso, José Francisco Martínez Trinidad, José Eladio Medina-Pagola:
Multi-graph Frequent Approximate Subgraph Mining for Image Clustering. IWAIPR 2018: 133-140 - [c87]Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier: A Case Study. MCPR 2018: 23-30 - [c86]Vladimir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés:
The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors. MCPR 2018: 41-50 - [c85]Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Andrés Gago Alonso, José Eladio Medina-Pagola:
Image Clustering Based on Frequent Approximate Subgraph Mining. MCPR 2018: 189-198 - [c84]Laura Alejandra Pinilla-Buitrago, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Including Foreground and Background Information in Maya Hieroglyph Representation. MCPR 2018: 238-247 - [c83]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets. MICAI (1) 2018: 205-218 - [e11]José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López, Sudeep Sarkar:
Pattern Recognition - 10th Mexican Conference, MCPR 2018, Puebla, Mexico, June 27-30, 2018, Proceedings. Lecture Notes in Computer Science 10880, Springer 2018, ISBN 978-3-319-92197-6 [contents] - 2017
- [j55]Milton García-Borroto, Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Evaluation of quality measures for contrast patterns by using unseen objects. Expert Syst. Appl. 83: 104-113 (2017) - [j54]Niusvel Acosta-Mendoza, Andrés Gago Alonso, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, José Eladio Medina-Pagola:
Extension of Canonical Adjacency Matrices for Frequent Approximate Subgraph Mining on Multi-Graph Collections. Int. J. Pattern Recognit. Artif. Intell. 31(8): 1750025:1-1750025:25 (2017) - [j53]Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Raúl Monroy, Milton García-Borroto:
PBC4cip: A new contrast pattern-based classifier for class imbalance problems. Knowl. Based Syst. 115: 100-109 (2017) - [j52]Saúl Solorio-Fernández, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach. Pattern Recognit. 72: 314-326 (2017) - [c82]Niusvel Acosta-Mendoza, Andrés Gago Alonso, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Eladio Medina-Pagola:
Mining Generalized Closed Patterns from Multi-graph Collections. CIARP 2017: 10-18 - [c81]Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad:
An Algorithm for Computing Goldman Fuzzy Reducts. MCPR 2017: 3-12 - [c80]Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
A Novel Contrast Pattern Selection Method for Class Imbalance Problems. MCPR 2017: 42-52 - [c79]Vladimir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés:
Fast-BR vs. Fast-CT_EXT: An Empirical Performance Study. MCPR 2017: 127-136 - [e10]Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
Pattern Recognition - 9th Mexican Conference, MCPR 2017, Huatulco, Mexico, June 21-24, 2017, Proceedings. Lecture Notes in Computer Science 10267, Springer 2017, ISBN 978-3-319-59225-1 [contents] - 2016
- [j51]Niusvel Acosta-Mendoza, Andrés Gago Alonso, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Eladio Medina-Pagola:
Improving graph-based image classification by using emerging patterns as attributes. Eng. Appl. Artif. Intell. 50: 215-225 (2016) - [j50]Manuel S. Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz:
A new algorithm for computing reducts based on the binary discernibility matrix. Intell. Data Anal. 20(2): 317-337 (2016) - [j49]Ching Y. Suen, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López:
Editorial Special Issue MCPR 2014: Advances in pattern recognition methodologies and applications. Neurocomputing 175: 835-837 (2016) - [j48]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases. Neurocomputing 175: 935-947 (2016) - [j47]Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad:
A new hybrid filter-wrapper feature selection method for clustering based on ranking. Neurocomputing 214: 866-880 (2016) - [j46]Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Effect of class imbalance on quality measures for contrast patterns: An experimental study. Inf. Sci. 374: 179-192 (2016) - [j45]Niusvel Acosta-Mendoza, Andrés Gago Alonso, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Eladio Medina-Pagola:
A new algorithm for approximate pattern mining in multi-graph collections. Knowl. Based Syst. 109: 198-207 (2016) - [j44]Ignacio Hernández-Bautista, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Oscar Camacho Nieto, Oleksiy B. Pogrebnyak:
Adjustment of Wavelet Filters for Image Compression Using Artificial Intelligence. Polibits 53: 23-30 (2016) - [c78]Víctor Lobato-Ríos, Viviana del Rocio Hernandez-Castanon, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Linear model optimizer vs Neural Networks: A comparison for improving the quality and saving of LED-Lighting control systems. ICPR 2016: 2664-2669 - [c77]E. F. Romero, Rosa Maria Valdovinos, José Raymundo Marcial-Romero, Jesús Ariel Carrasco-Ochoa:
A Multiple classifier system for fast an accurate learning in neural network context. LANMR 2016: 50-57 - [c76]Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
SMOTE-D a Deterministic Version of SMOTE. MCPR 2016: 177-188 - [c75]Manuel S. Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A Glance to the Goldman's Testors from the Point of View of Rough Set Theory. MCPR 2016: 189-197 - [c74]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Dayton Hernández-Tamayo, Milton García-Borroto:
Detecting Pneumatic Failures on Temporary Immersion Bioreactors. MCPR 2016: 293-302 - [e9]José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Víctor Ayala-Ramírez, José Arturo Olvera-López, Xiaoyi Jiang:
Pattern Recognition - 8th Mexican Conference, MCPR 2016, Guanajuato, Mexico, June 22-25, 2016. Proceedings. Lecture Notes in Computer Science 9703, Springer 2016, ISBN 978-3-319-39392-6 [contents] - 2015
- [j43]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Finding the best diversity generation procedures for mining contrast patterns. Expert Syst. Appl. 42(11): 4859-4866 (2015) - [j42]Vladimir Rodríguez-Diez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel Lazo-Cortés, Claudia Feregrino Uribe, René Cumplido:
A fast hardware software platform for computing irreducible testors. Expert Syst. Appl. 42(24): 9612-9619 (2015) - [j41]Andrés Eduardo Gutiérrez-Rodríguez, José Francisco Martínez Trinidad, Milton García-Borroto, Jesús Ariel Carrasco-Ochoa:
Mining patterns for clustering using unsupervised decision trees. Intell. Data Anal. 19(6): 1297-1310 (2015) - [j40]Manuel Sabino Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz:
On the relation between rough set reducts and typical testors. Inf. Sci. 294: 152-163 (2015) - [j39]Marisol Flores-Garrido, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
AGraP: an algorithm for mining frequent patterns in a single graph using inexact matching. Knowl. Inf. Syst. 44(2): 385-406 (2015) - [j38]Andrés Eduardo Gutiérrez-Rodríguez, José Francisco Martínez Trinidad, Milton García-Borroto, Jesús Ariel Carrasco-Ochoa:
Mining patterns for clustering on numerical datasets using unsupervised decision trees. Knowl. Based Syst. 82: 70-79 (2015) - [j37]José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Joaquín Salas Rodríguez, Gabriella Sanniti di Baja:
Pattern recognition applications in computer vision and image analysis. Pattern Recognit. 48(4): 1025-1026 (2015) - [c73]Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Andrés Gago Alonso, José Eladio Medina-Pagola:
A New Method Based on Graph Transformation for FAS Mining in Multi-graph Collections. MCPR 2015: 13-22 - [c72]Argenis A. Aroche-Villarruel, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Airel Pérez Suárez:
A Different Approach for Pruning Micro-clusters in Data Stream Clustering. MCPR 2015: 33-43 - [c71]Manuel Sabino Lazo-Cortés, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Guillermo Sánchez-Díaz:
Computing Constructs by Using Typical Testor Algorithms. MCPR 2015: 44-53 - [c70]Magdiel Jiménez-Guarneros, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Prototype Selection for Graph Embedding Using Instance Selection. MCPR 2015: 84-92 - [c69]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Correlation of Resampling Methods for Contrast Pattern Based Classifiers. MCPR 2015: 93-102 - [e8]Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Juan Humberto Sossa Azuela, José Arturo Olvera-López, Fazel Famili:
Pattern Recognition - 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings. Lecture Notes in Computer Science 9116, Springer 2015, ISBN 978-3-319-19263-5 [contents] - 2014
- [j36]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A survey of emerging patterns for supervised classification. Artif. Intell. Rev. 42(4): 705-721 (2014) - [j35]Sheila Esmeralda González-Reyna, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Juan Gabriel Aviña-Cervantes, Sergio E. Ledesma-Orozco:
Applying balancing techniques in traffic sign recognition. Artif. Intell. Res. 3(4): 38-42 (2014) - [j34]Octavio Loyola-González, Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
An empirical comparison among quality measures for pattern based classifiers. Intell. Data Anal. 18(Supplement): S5-S17 (2014) - [j33]Raudel Hernández-León, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Hernández Palancar:
Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers. Intell. Data Anal. 18(Supplement): S89-S100 (2014) - [j32]Marisol Flores-Garrido, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Mining maximal frequent patterns in a single graph using inexact matching. Knowl. Based Syst. 66: 166-177 (2014) - [j31]Kim L. Boyer, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Introduction to the special issue on supervised and unsupervised classification techniques and their applications. Pattern Recognit. Lett. 41: 1-2 (2014) - [j30]Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Andrés Gago Alonso, José Eladio Medina-Pagola:
Representative Pattern Mining in Graph Collections. Res. Comput. Sci. 71: 3-12 (2014) - [c68]Manuel Sabino Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz:
Are Reducts and Typical Testors the Same? CIARP 2014: 294-301 - [c67]Marisol Flores-Garrido, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Graph Clustering via Inexact Patterns. CIARP 2014: 391-398 - [c66]Manuel Sabino Lazo-Cortés, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
On Two Definitions of Reduct. MCPR 2014: 31-40 - [c65]Raudel Hernández-León, José Hernández Palancar, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Studying Netconf in Hybrid Rule Ordering Strategies for Associative Classification. MCPR 2014: 51-60 - [c64]Argenis A. Aroche-Villarruel, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López, Airel Pérez Suárez:
Study of Overlapping Clustering Algorithms Based on Kmeans through FBcubed Metric. MCPR 2014: 112-121 - [c63]Laura Alejandra Pinilla-Buitrago, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A New Method for Skeleton Pruning. MCPR 2014: 301-310 - [c62]Vladimir Rodriguez, José F. Martínez, Jesús Ariel Carrasco-Ochoa, Manuel Sabino Lazo-Cortés, René Cumplido, Claudia Feregrino Uribe:
A hardware architecture for filtering irreducible testors. ReConFig 2014: 1-4 - [e7]José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López, Joaquín Salas Rodríguez, Ching Y. Suen:
Pattern Recognition - 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June 25-28, 2014. Proceedings. Lecture Notes in Computer Science 8495, Springer 2014, ISBN 978-3-319-07490-0 [contents] - 2013
- [j29]Anilu Franco-Arcega, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad:
Clasificadores basados en arboles de decisión para grandes conjuntos de datos. Computación y Sistemas 17(1) (2013) - [j28]Ansel Y. Rodríguez González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Ruiz-Shulcloper:
Mining frequent patterns and association rules using similarities. Expert Syst. Appl. 40(17): 6823-6836 (2013) - [j27]Airel Pérez Suárez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Eladio Medina-Pagola:
OClustR: A new graph-based algorithm for overlapping clustering. Neurocomputing 121: 234-247 (2013) - [j26]Pablo Hernandez-Leal, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, José Arturo Olvera-López:
InstanceRank based on borders for instance selection. Pattern Recognit. 46(1): 365-375 (2013) - [j25]Airel Pérez Suárez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, José Eladio Medina-Pagola:
An algorithm based on density and compactness for dynamic overlapping clustering. Pattern Recognit. 46(11): 3040-3055 (2013) - [j24]Edwin R. Hancock, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Advances in pattern recognition methodology and applications. Pattern Recognit. Lett. 34(4): 359-360 (2013) - [c61]Laura Alejandra Pinilla-Buitrago, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
New Penalty Scheme for Optimal Subsequence Bijection. CIARP (1) 2013: 206-213 - [c60]