José Fco. Martínez-Trinidad

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 42

Top Topics

Class Imbalance

Experimental Comparison

Feature Selection

Top Venues

Expert Syst. Appl.

J. Intell. Fuzzy Syst.

Int. J. Pattern Recognit. Artif. Intell.

Publications

Ansel Y. Rodríguez-González, Humberto Pérez Espinosa, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López
Thematic Section: Advances in Pattern Recognition. Computación y Sistemas (CyS) 28 (1) (2024)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Filter unsupervised spectral feature selection method for mixed data based on a new feature correlation measure. Neurocomputing 571 (2024)
Yanir González-Díaz, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés
Shortest Reducts Versus Shortest Constructs. MCPR (2024)
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)
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 (2022)
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 (2022)
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 (2021)
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)
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 (2021)
Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Experimental Comparison of Oversampling Methods for Mixed Datasets. MCPR (2021)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. MCPR (2021)
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) (2020)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
A review of unsupervised feature selection methods. Artif. Intell. Rev. 53 (2) (2020)
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)
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) (2020)
Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
A systematic evaluation of filter Unsupervised Feature Selection methods. Expert Syst. Appl. 162 (2020)
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 (2020)
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)
Fredy Rodríguez Torres, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Deterministic oversampling methods based on SMOTE. J. Intell. Fuzzy Syst. 36 (5) (2019)
G. Melendez-Melendez, D. Cruz-Paz, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
An improved algorithm for partial clustering. Expert Syst. Appl. 121 (2019)
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)
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) (2019)
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)
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)
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)
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) (2018)
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 (2018)
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)
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) (2018)
Laura Alejandra Pinilla-Buitrago, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Including Foreground and Background Information in Maya Hieroglyph Representation. MCPR (2018)
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)
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 (2018)
Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, Víctor Ayala-Ramírez, José Arturo Olvera-López
Editorial. Int. J. Pattern Recognit. Artif. Intell. 32 (1) (2018)
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) (2017)
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)
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 (2017)
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 (2017)
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 (2017)
Jesús Ariel Carrasco-Ochoa, Manuel S. Lazo-Cortés, José Fco. Martínez-Trinidad
An Algorithm for Computing Goldman Fuzzy Reducts. MCPR (2017)
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)
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 (2016)
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 (2016)
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 (2014)
Miguel Ángel Álvarez Carmona, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad
Combining Techniques to Find the Number of Bins for Discretization. SCCC (2013)
Ricardo Merlo-Galeazzi, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, José Arturo Olvera-López
Information Retrieval Based on a Query Document Using Maximal Frequent Sequences. SCCC (2013)