Sensitivity Analisys in Logical-Combinatorial Pattern Recognition. - Jesús Ariel Carrasco-Ochoa (Computación y Sistemas, 2002)

Editing and Training for ALVOT, an Evolutionary Approach. - Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (IDEAL, 2003)

Feature Selection Using Typical e: Testors, Working on Dynamical Data. - Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper; Lucía Angélica De-la-Vega-Doría (CIARP, 2004)

A Fast Algorithm to Find All the Maximal Frequent Sequences in a Text. - René Arnulfo García-Hernández; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2004)

Two Floating Search Strategies to Compute the Support Sets System for ALVOT. - Erika Danaé López-Espinoza; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2004)

Feature Selection for Natural Disaster Texts Classification Using Testors. - Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (IDEAL, 2004)

Sensitivity analysis of fuzzy Goldman typical testors. - Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper (Fuzzy Sets Syst., 2004)

Conceptual K-Means Algorithm with Similarity Functions. - Irene Olaya Ayaquica-Martínez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2005)

Classifier Selection Based on Data Complexity Measures. - Edith Hernández-Reyes; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2005)

Global k-Means with Similarity Functions. - Saúl López-Escobar; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2005)

Edition Schemes Based on BSE. - José Arturo Olvera-López; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2005)

Reward-Punishment Editing for Mixed Data. - Raúl Rodríguez-Colín; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2005)

Data Preprocessing by Sequential Pattern Mining for LZW. - Osslan Osiris Vergara-Villegas; René Arnulfo García-Hernández; Jesús Ariel Carrasco-Ochoa; Raúl Pinto-Elías (ENC, 2005)

Sequential Search for Decremental Edition. - José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (IDEAL, 2005)

Conceptual K-Means Algorithm Based on Complex Features. - Irene Olaya Ayaquica-Martínez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2006)

On the Design and Implementation of a High Performance Configurable Architecture for Testor Identification. - René Cumplido; Jesús Ariel Carrasco-Ochoa; Claudia Feregrino (CIARP, 2006)

Document Representation Based on Maximal Frequent Sequence Sets. - Edith Hernández-Reyes; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; René Arnulfo García-Hernández (CIARP, 2006)

A New Algorithm for Fast Discovery of Maximal Sequential Patterns in a Document Collection. - René Arnulfo García-Hernández; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CICLing, 2006)

Document Clustering Based on Maximal Frequent Sequences. - Edith Hernández-Reyes; René Arnulfo García-Hernández; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (FinTAL, 2006)

Fast Global k-Means with Similarity Functions Algorithm. - Saúl López-Escobar; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (IDEAL, 2006)

Fast Most Similar Neighbor Classifier for Mixed Data. - Selene Hernández-Rodríguez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Canadian AI, 2007)

Fast k Most Similar Neighbor Classifier for Mixed Data Based on a Tree Structure. - Selene Hernández-Rodríguez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2007)

Mixed Data Object Selection Based on Clustering and Border Objects. - José Arturo Olvera-López; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2007)

FPGA-Based Architecture for Computing Testors. - Alejandro Rojas; René Cumplido; Jesús Ariel Carrasco-Ochoa; Claudia Feregrino Uribe; José Francisco Martínez Trinidad (IDEAL, 2007)

Restricted Sequential Floating Search Applied to Object Selection. - José Arturo Olvera-López; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (MLDM, 2007)

Mining Frequent Similar Patterns on Mixed Data. - Ansel Y. Rodríguez-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper (CIARP, 2008)

A Novel Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets. - Raudel Hernández-León; José Hernández Palancar; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2008)

Fast kMost Similar Neighbor Classifier for Mixed Data Based on a Tree Structure and Approximating-Eliminating. - Selene Hernández-Rodríguez; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2008)

Prototype Selection Via Prototype Relevance. - José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2008)

Gait Recognition Based on Silhouette, Contour and Classifier Ensembles. - M. Romero-Moreno; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP, 2008)

A New Graph-Based Algorithm for Clustering Documents. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola (ICDM Workshops, 2008)

On the selection of base prototypes for LAESA and TLAESA classifiers. - Selene Hernández-Rodríguez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (ICPR, 2008)

A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets. - Anilu Franco-Arcega; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz; José Francisco Martínez Trinidad (IDEAL, 2008)

Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating. - Selene Hernández-Rodríguez; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (PAKDD, 2008)

Mining Frequent Connected Subgraphs Reducing the Number of Candidates. - Andrés Gago Alonso; José Eladio Medina-Pagola; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (ECML/PKDD (1), 2008)

Object Selection Based on Clustering and Border Objects. - José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Computer Recognition Systems 2, 2008)

Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers. - Milton García-Borroto; Yenny Villuendas-Rey; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2009)

Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs. - Milton García-Borroto; Yenny Villuendas-Rey; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2009)

A New Incremental Algorithm for Overlapped Clustering. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola (CIARP, 2009)

Duplicate Candidate Elimination and Fast Support Calculation for Frequent Subgraph Mining. - Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola; José Francisco Martínez Trinidad (IDEAL, 2009)

Taking Advantage of Class-Specific Feature Selection. - Bárbara B. Pineda-Bautista; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (IDEAL, 2009)

Prototype selection based on sequential search. - José Arturo Olvera-López; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Josef Kittler (Intell. Data Anal., 2009)

Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets. - Anilu Franco-Arcega; José Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz; José Francisco Martínez Trinidad (Canadian AI, 2010)

Using Non Boolean Similarity Functions for Frequent Similar Pattern Mining. - Ansel Y. Rodríguez-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper (Canadian AI, 2010)

Cascading an Emerging Pattern Based Classifier. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2010)

New Dissimilarity Measures for Ultraviolet Spectra Identification. - Andrés Eduardo Gutiérrez-Rodríguez; Miguel Angel Medina-Pérez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (MCPR, 2010)

Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (MCPR, 2010)

Designing RBFNNs Using Prototype Selection. - Ana Cecilia Tenorio-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2010)

Classifying Using Specific Rules with High Confidence. - Raudel Hernández-León; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Hernández Palancar (MICAI (Special Sessions), 2010)

A New Emerging Pattern Mining Algorithm and Its Application in Supervised Classification. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (PAKDD (1), 2010)

A review of instance selection methods. - José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Josef Kittler (Artif. Intell. Rev., 2010)

Full duplicate candidate pruning for frequent connected subgraph mining. - Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola; José Francisco Martínez Trinidad (Integr. Comput. Aided Eng., 2010)

A new algorithm for mining frequent connected subgraphs based on adjacency matrices. - Andrés Gago Alonso; Abel Puentes-Luberta; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola; José Francisco Martínez Trinidad (Intell. Data Anal., 2010)

Algorithms for mining frequent itemsets in static and dynamic datasets. - Raudel Hernández-León; José Hernández Palancar; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Intell. Data Anal., 2010)

Finding Maximal Sequential Patterns in Text Document Collections and Single Documents. - René Arnulfo García-Hernández; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Informatica (Slovenia), 2010)

A new fast prototype selection method based on clustering. - José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Pattern Anal. Appl., 2010)

LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Miguel Angel Medina-Pérez; José Ruiz-Shulcloper (Pattern Recognit., 2010)

Fast k most similar neighbor classifier for mixed data (tree k-MSN). - Selene Hernández-Rodríguez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Pattern Recognit., 2010)

Reducing the Number of Canonical Form Tests for Frequent Subgraph Mining. - Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola; José Francisco Martínez Trinidad (Computación y Sistemas, 2011)

Editorial. - Jesús Ariel Carrasco-Ochoa; Humberto Sossa; José Francisco Martínez Trinidad (Computación y Sistemas, 2011)

Decision tree induction using a fast splitting attribute selection for large datasets. - Anilu Franco-Arcega; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz; José Francisco Martínez Trinidad (Expert Syst. Appl., 2011)

General framework for class-specific feature selection. - Bárbara B. Pineda-Bautista; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Expert Syst. Appl., 2011)

Fuzzy emerging patterns for classifying hard domains. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Knowl. Inf. Syst., 2011)

RP-Miner: a relaxed prune algorithm for frequent similar pattern mining. - Ansel Y. Rodríguez-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper (Knowl. Inf. Syst., 2011)

Nested Dichotomies Based on Clustering. - Miriam Mónica Duarte-Villaseñor; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Marisol Flores-Garrido (CIARP, 2012)

CAR-NF + : An Improved Version of CAR-NF Classifier. - Raudel Hernández-León; José Hernández Palancar; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2012)

A Modification of the Lernmatrix for Real Valued Data Processing. - José Juan Carbajal Hernández; Luis Pastor Sánchez Fernández; Luis Alejandro Sánchez-Pérez; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2012)

Hybrid feature selection method for biomedical datasets. - Saúl Solorio-Fernández; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Yan-Qing Zhang 001 (CIBCB, 2012)

A New Document Author Representation for Authorship Attribution. - Adrián Pastor López-Monroy; Manuel Montes-y-Gómez; Luis Villaseñor Pineda; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (MCPR, 2012)

Genetic Algorithm for Multidimensional Scaling over Mixed and Incomplete Data. - P. Tecuanhuehue-Vera; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (MCPR, 2012)

A New Overlapping Clustering Algorithm Based on Graph Theory. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola (MICAI (1), 2012)

Classification based on specific rules and inexact coverage. - Raudel Hernández-León; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Hernández Palancar (Expert Syst. Appl., 2012)

Immediate water quality assessment in shrimp culture using fuzzy inference systems. - José Juan Carbajal Hernández; Luis Pastor Sánchez Fernández; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Expert Syst. Appl., 2012)

Hardware-software platform for computing irreducible testors. - Alejandro Rojas; René Cumplido; Jesús Ariel Carrasco-Ochoa; Claudia Feregrino; José Francisco Martínez Trinidad (Expert Syst. Appl., 2012)

Building fast decision trees from large training sets. - Anilu Franco-Arcega; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz; José Francisco Martínez Trinidad (Intell. Data Anal., 2012)

CAR-NF: A classifier based on specific rules with high netconf. - Raudel Hernández-León; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Hernández Palancar (Intell. Data Anal., 2012)

A dynamic clustering algorithm for building overlapping clusters. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola (Intell. Data Anal., 2012)

Feature Space Reduction for Graph-Based Image Classification. - Niusvel Acosta-Mendoza; Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Eladio Medina-Pagola (CIARP (1), 2013)

Comparing Quality Measures for Contrast Pattern Classifiers. - Milton García-Borroto; Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP (1), 2013)

An Empirical Study of Oversampling and Undersampling for Instance Selection Methods on Imbalance Datasets. - Julio Noe Hernandez; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP (1), 2013)

Easy Categorization of Attributes in Decision Tables Based on Basic Binary Discernibility Matrix. - Manuel Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz (CIARP (1), 2013)

New Penalty Scheme for Optimal Subsequence Bijection. - Laura Alejandra Pinilla-Buitrago; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP (1), 2013)

An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier. - Octavio Loyola-González; Milton García-Borroto; Miguel Angel Medina-Pérez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Guillermo De Ita Luna (MCPR, 2013)

Combining Techniques to Find the Number of Bins for Discretization. - Miguel Ángel Álvarez-Carmona; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (SCCC, 2013)

Information Retrieval Based on a Query Document Using Maximal Frequent Sequences. - Ricardo Merlo-Galeazzi; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; José Arturo Olvera-López (SCCC, 2013)

Clasificadores basados en arboles de decisión para grandes conjuntos de datos. - Anilu Franco-Arcega; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz; José Francisco Martínez Trinidad (Computación y Sistemas, 2013)

Mining frequent patterns and association rules using similarities. - Ansel Y. Rodríguez-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper (Expert Syst. Appl., 2013)

OClustR: A new graph-based algorithm for overlapping clustering. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola (Neurocomputing, 2013)

InstanceRank based on borders for instance selection. - Pablo Hernandez-Leal; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Arturo Olvera-López (Pattern Recognit., 2013)

An algorithm based on density and compactness for dynamic overlapping clustering. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Eladio Medina-Pagola (Pattern Recognit., 2013)

Advances in pattern recognition methodology and applications. - Edwin R. Hancock; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Pattern Recognit. Lett., 2013)

Graph Clustering via Inexact Patterns. - Marisol Flores-Garrido; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (CIARP, 2014)

Are Reducts and Typical Testors the Same? - Manuel Sabino Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz (CIARP, 2014)

Study of Overlapping Clustering Algorithms Based on Kmeans through FBcubed Metric. - Argenis A. Aroche-Villarruel; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Arturo Olvera-López; Airel Pérez Suárez (MCPR, 2014)

Studying Netconf in Hybrid Rule Ordering Strategies for Associative Classification. - Raudel Hernández-León; José Hernández Palancar; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (MCPR, 2014)

On Two Definitions of Reduct. - Manuel Sabino Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2014)

A New Method for Skeleton Pruning. - Laura Alejandra Pinilla-Buitrago; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2014)

A hardware architecture for filtering irreducible testors. - Vladimir Rodriguez; José F. Martínez; Jesús Ariel Carrasco-Ochoa; Manuel Sabino Lazo-Cortés; René Cumplido; Claudia Feregrino Uribe (ReConFig, 2014)

A survey of emerging patterns for supervised classification. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Artif. Intell. Rev., 2014)

Applying balancing techniques in traffic sign recognition. - Sheila Esmeralda González-Reyna; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Juan Gabriel Aviña-Cervantes; Sergio E. Ledesma-Orozco (Artif. Intell. Res., 2014)

Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers. - Raudel Hernández-León; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Hernández Palancar (Intell. Data Anal., 2014)

An empirical comparison among quality measures for pattern based classifiers. - Octavio Loyola-González; Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Intell. Data Anal., 2014)

Mining maximal frequent patterns in a single graph using inexact matching. - Marisol Flores-Garrido; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Knowl. Based Syst., 2014)

Introduction to the special issue on supervised and unsupervised classification techniques and their applications. - Kim L. Boyer; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Pattern Recognit. Lett., 2014)

Representative Pattern Mining in Graph Collections. - Niusvel Acosta-Mendoza; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; Andrés Gago Alonso; José Eladio Medina-Pagola (Res. Comput. Sci., 2014)

A New Method Based on Graph Transformation for FAS Mining in Multi-graph Collections. - Niusvel Acosta-Mendoza; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Andrés Gago Alonso; José Eladio Medina-Pagola (MCPR, 2015)

A Different Approach for Pruning Micro-clusters in Data Stream Clustering. - Argenis A. Aroche-Villarruel; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Airel Pérez Suárez (MCPR, 2015)

Prototype Selection for Graph Embedding Using Instance Selection. - Magdiel Jiménez-Guarneros; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (MCPR, 2015)

Computing Constructs by Using Typical Testor Algorithms. - Manuel Sabino Lazo-Cortés; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Guillermo Sánchez-Díaz (MCPR, 2015)

Correlation of Resampling Methods for Contrast Pattern Based Classifiers. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (MCPR, 2015)

Finding the best diversity generation procedures for mining contrast patterns. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Expert Syst. Appl., 2015)

A fast hardware software platform for computing irreducible testors. - Vladimir Rodríguez-Diez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel Lazo-Cortés; Claudia Feregrino Uribe; René Cumplido (Expert Syst. Appl., 2015)

Mining patterns for clustering using unsupervised decision trees. - Andrés Eduardo Gutiérrez-Rodríguez; José Francisco Martínez Trinidad; Milton García-Borroto; Jesús Ariel Carrasco-Ochoa (Intell. Data Anal., 2015)

On the relation between rough set reducts and typical testors. - Manuel Sabino Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz (Inf. Sci., 2015)

AGraP: an algorithm for mining frequent patterns in a single graph using inexact matching. - Marisol Flores-Garrido; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Knowl. Inf. Syst., 2015)

Mining patterns for clustering on numerical datasets using unsupervised decision trees. - Andrés Eduardo Gutiérrez-Rodríguez; José Francisco Martínez Trinidad; Milton García-Borroto; Jesús Ariel Carrasco-Ochoa (Knowl. Based Syst., 2015)

Pattern recognition applications in computer vision and image analysis. - José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Joaquín Salas Rodríguez; Gabriella Sanniti di Baja (Pattern Recognit., 2015)

Linear model optimizer vs Neural Networks: A comparison for improving the quality and saving of LED-Lighting control systems. - Víctor Lobato-Ríos; Viviana del Rocio Hernandez-Castañon; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (ICPR, 2016)

A Multiple classifier system for fast an accurate learning in neural network context. - Elias Franck Romero; Rosa Maria Valdovinos; José Raymundo Marcial-Romero; Jesús Ariel Carrasco-Ochoa (LANMR, 2016)

A Glance to the Goldman's Testors from the Point of View of Rough Set Theory. - Manuel S. Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2016)

Detecting Pneumatic Failures on Temporary Immersion Bioreactors. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Dayton Hernández-Tamayo; Milton García-Borroto (MCPR, 2016)

SMOTE-D a Deterministic Version of SMOTE. - Fredy Rodríguez Torres; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (MCPR, 2016)

Improving graph-based image classification by using emerging patterns as attributes. - Niusvel Acosta-Mendoza; Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Eladio Medina-Pagola (Eng. Appl. Artif. Intell., 2016)

A new algorithm for computing reducts based on the binary discernibility matrix. - Manuel S. Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Guillermo Sánchez-Díaz (Intell. Data Anal., 2016)

Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (Neurocomputing, 2016)

A new hybrid filter-wrapper feature selection method for clustering based on ranking. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Neurocomputing, 2016)

Editorial Special Issue MCPR 2014: Advances in pattern recognition methodologies and applications. - Ching Y. Suen; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Arturo Olvera-López (Neurocomputing, 2016)

Effect of class imbalance on quality measures for contrast patterns: An experimental study. - Octavio Loyola-González; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (Inf. Sci., 2016)

A new algorithm for approximate pattern mining in multi-graph collections. - Niusvel Acosta-Mendoza; Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Eladio Medina-Pagola (Knowl. Based Syst., 2016)

Adjustment of Wavelet Filters for Image Compression Using Artificial Intelligence. - Ignacio Hernández-Bautista; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Oscar Camacho Nieto; Oleksiy B. Pogrebnyak (Polibits, 2016)

Mining Generalized Closed Patterns from Multi-graph Collections. - Niusvel Acosta-Mendoza; Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Eladio Medina-Pagola (CIARP, 2017)

An Algorithm for Computing Goldman Fuzzy Reducts. - Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés; José Fco. Martínez-Trinidad (MCPR, 2017)

A Novel Contrast Pattern Selection Method for Class Imbalance Problems. - Octavio Loyola-González; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (MCPR, 2017)

Fast-BR vs. Fast-CT_EXT: An Empirical Performance Study. - Vladimir Rodríguez-Diez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés (MCPR, 2017)

Evaluation of quality measures for contrast patterns by using unseen objects. - Milton García-Borroto; Octavio Loyola-González; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Expert Syst. Appl., 2017)

Extension of Canonical Adjacency Matrices for Frequent Approximate Subgraph Mining on Multi-Graph Collections. - Niusvel Acosta-Mendoza; Andrés Gago Alonso; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; José Eladio Medina-Pagola (Int. J. Pattern Recognit. Artif. Intell., 2017)

PBC4cip: A new contrast pattern-based classifier for class imbalance problems. - Octavio Loyola-González; Miguel Angel Medina-Pérez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Raúl Monroy; Milton García-Borroto (Knowl. Based Syst., 2017)

A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach. - Saúl Solorio-Fernández; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Pattern Recognit., 2017)

Multi-graph Frequent Approximate Subgraph Mining for Image Clustering. - Niusvel Acosta-Mendoza; Jesús Ariel Carrasco-Ochoa; Andrés Gago Alonso; José Francisco Martínez Trinidad; José Eladio Medina-Pagola (IWAIPR, 2018)

Image Clustering Based on Frequent Approximate Subgraph Mining. - Niusvel Acosta-Mendoza; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; Andrés Gago Alonso; José Eladio Medina-Pagola (MCPR, 2018)

Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier: A Case Study. - Manuel S. Lazo-Cortés; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2018)

Including Foreground and Background Information in Maya Hieroglyph Representation. - Laura Alejandra Pinilla-Buitrago; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (MCPR, 2018)

The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors. - Vladimir Rodríguez-Diez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés (MCPR, 2018)

Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (MICAI (1), 2018)

Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss. - Ansel Y. Rodríguez-González; Fernando Lezama; Carlos A. Iglesias-Alvarez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Enrique Munoz de Cote (Expert Syst. Appl., 2018)

Editorial. - Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; Víctor Ayala-Ramírez; José Arturo Olvera-López (Int. J. Pattern Recognit. Artif. Intell., 2018)

Extensions to AGraP Algorithm for Finding a Reduced Set of Inexact Graph Patterns. - Marisol Flores-Garrido; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Int. J. Pattern Recognit. Artif. Intell., 2018)

A new algorithm for reduct computation based on gap elimination and attribute contribution. - Vladimir Rodríguez-Diez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés (Inf. Sci., 2018)

Revisiting two-stage feature selection based on coverage policies for text classification. - Arquímides Méndez-Molina; Ana Li Oña-García; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (J. Intell. Fuzzy Syst., 2018)

Accurate and fast prototype selection based on the notion of relevant and border prototypes. - J. Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (J. Intell. Fuzzy Syst., 2018)

On the Use of Constructs for Rule-Based Classification: A Case Study. - Manuel S. Lazo-Cortés; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2019)

The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. - Octavio Loyola-González; Miguel Angel Medina-Pérez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2019)

A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score. - Saúl Solorio-Fernández; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2019)

On the Relation Between the Concepts of Irreducible Testor and Minimal Transversal. - Eduardo Alba-Cabrera; Salvador Godoy-Calderón; Manuel S. Lazo-Cortés; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (IEEE Access, 2019)

Cost-Sensitive Pattern-Based classification for Class Imbalance problems. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (IEEE Access, 2019)

A review of conceptual clustering algorithms. - Airel Pérez Suárez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Artif. Intell. Rev., 2019)

An improved algorithm for partial clustering. - G. Melendez-Melendez; D. Cruz-Paz; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Expert Syst. Appl., 2019)

Frequent similar pattern mining using non Boolean similarity functions. - Ansel Y. Rodríguez-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; José Ruiz-Shulcloper; Matías Alvarado-Mentado (J. Intell. Fuzzy Syst., 2019)

Bag of k-nearest visual words for hieroglyph retrieval. - Laura Alejandra Pinilla-Buitrago; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (J. Intell. Fuzzy Syst., 2019)

Deterministic oversampling methods based on SMOTE. - Fredy Rodríguez Torres; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (J. Intell. Fuzzy Syst., 2019)

Improved Hieroglyph Representation for Image Retrieval. - Laura Alejandra Pinilla-Buitrago; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; Edgar Roman-Rangel (ACM Journal on Computing and Cultural Heritage, 2019)

A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors. - Octavio Loyola-González; Miguel Angel Medina-Pérez; Dayton Hernández-Tamayo; Raúl Monroy; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (Sensors, 2019)

Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers. - Manuel S. Lazo-Cortés; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Nelva Nely Almanza Ortega (MCPR, 2020)

An Explainable Artificial Intelligence Model for Clustering Numerical Databases. - Octavio Loyola-González; Andrés Eduardo Gutiérrez-Rodríguez; Miguel Angel Medina-Pérez; Raúl Monroy; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (IEEE Access, 2020)

A review of unsupervised feature selection methods. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Artif. Intell. Rev., 2020)

Mining clique frequent approximate subgraphs from multi-graph collections. - Niusvel Acosta-Mendoza; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; Andrés Gago Alonso; José Eladio Medina-Pagola (Appl. Intell., 2020)

A systematic evaluation of filter Unsupervised Feature Selection methods. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Expert Syst. Appl., 2020)

Improved fast partitional clustering algorithm for text clustering. - Sebastián Bejos; Ivan Feliciano-Avelino; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (J. Intell. Fuzzy Syst., 2020)

K-means based method for overlapping document clustering. - Beatríz Beltrán; Darnes Vilariño; José Fco. Martínez-Trinidad; José Ariel Carrasco-Ochoa; David Pinto 001 (J. Intell. Fuzzy Syst., 2020)

A PSO-based algorithm for mining association rules using a guided exploration strategy. - Gretel Bernal Baró; José Francisco Martínez Trinidad; Rosa María Valdovinos Rosas; Jesús Ariel Carrasco-Ochoa; Ansel Y. Rodríguez-González; Manuel S. Lazo-Cortés (Pattern Recognit. Lett., 2020)

MinReduct: A new algorithm for computing the shortest reducts. - Vladimir Rodríguez-Diez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés; J. Arturo Olvera-López (Pattern Recognit. Lett., 2020)

A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis. - Saúl Solorio-Fernández; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Pattern Recognit. Lett., 2020)

A Comparative Study of Two Algorithms for Computing the Shortest Reducts: MiLIT and MinReduct. - Vladimir Rodríguez-Diez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés; J. Arturo Olvera-López (MCPR, 2021)

Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (MCPR, 2021)

Experimental Comparison of Oversampling Methods for Mixed Datasets. - Fredy Rodríguez Torres; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (MCPR, 2021)

A new oversampling method in the string space. - Víctor A. Briones-Segovia; Víctor Jiménez-Villar; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Expert Syst. Appl., 2021)

Virtual special issue on novel data-representation and classification techniques. - José Arturo Olvera-López; Joaquín Salas; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad; Sudeep Sarkar (Pattern Recognit. Lett., 2021)

Automatic filter coefficient calculation in lifting scheme wavelet transform for lossless image compression. - Ignacio Hernández-Bautista; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Juan Carbajal Hernández (Vis. Comput., 2021)

Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors. - Manuel S. Lazo-Cortés; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Ventzeslav Valev; Mohammad Amin Shamshiri; Adam Krzyzak (ICPRAM, 2022)

A survey on feature selection methods for mixed data. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Artif. Intell. Rev., 2022)

Encoding hieroglyph segments to represent hieroglyphs following the bag of visual word model for retrieval. - Laura Alejandra Pinilla-Buitrago; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Expert Syst. Appl., 2022)

Algorithm for computing all the shortest reducts based on a new pruning strategy. - Yanir González-Díaz; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés (Inf. Sci., 2022)

Thematic Section: Advances in Pattern Recognition. - Osslan Osiris Vergara-Villegas; Vianey Guadalupe Cruz Sánchez; Juan Humberto Sossa Azuela; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad; José Arturo Olvera-López (Computación y Sistemas (CyS), 2023)

Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022. - 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 Recognit. Lett., 2023)

Shortest Reducts Versus Shortest Constructs. - Yanir González-Díaz; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Manuel S. Lazo-Cortés (MCPR, 2024)

Thematic Section: Advances in Pattern Recognition. - Ansel Y. Rodríguez-González; Humberto Pérez Espinosa; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; José Arturo Olvera-López (Computación y Sistemas (CyS), 2024)

COVID-19's X-ray images classification: training from scratch or transfer learning? - Eliú Moreno-Ramírez; Héctor Anaya-Sánchez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Int. J. Appl. Pattern Recognit., 2024)

Filter unsupervised spectral feature selection method for mixed data based on a new feature correlation measure. - Saúl Solorio-Fernández; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (Neurocomputing, 2024)

Exact Versus Approximate Patterns in Dissimilarity-Based Graph Embedding for Supervised Classification. - Daybelis Jaramillo-Olivares; Jesús Ariel Carrasco-Ochoa; José Fco. Martínez-Trinidad (MCPR, 2025)

Empirical Comparison of Density-Based Clustering Algorithms for Large Datasets. - Adrián J. Ramírez-Díaz; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2025)

Editorial for Thematic Section: Advances in Pattern Recognition. - Efrén Mezura-Montes; Héctor-Gabriel Acosta-Mesa; José Arturo Olvera-López; Jesús Ariel Carrasco-Ochoa; José Francisco Martínez Trinidad (Computación y Sistemas (CyS), 2025)

RCC-MAS: a new algorithm for computing all rough-set-constructs. - Yanir González-Díaz; Manuel S. Lazo-Cortés; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Mach. Learn., 2025)