Publications
Edited/Authored Books JCR publications Other journal
publications
2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000 1999 1998 1997 1996
2020:
Improved fast partitional clustering algorithm for text clustering.
Sebastián
Bejos, Ivan Feliciano-Avelino, José Fco. Martínez-Trinidad, and J. Ariel Carrasco-Ochoa. Journal of Intelligent and Fuzzy Systems 39/2 (2020) 2137-2145.
K-means based method for overlapping document clustering. Beatriz Beltrán, Darnes Vilariño, José
Fco. Martínez-Trinidad, J. Ariel Carrasco-Ochoa and David Pinto. Journal of Intelligent and Fuzzy Systems 39/2 (2020) 2127-2135.
A Systematic
Evaluation of Filter Unsupervised Feature Selection Methods. Saúl
Solorio-Fernández, Jesús Ariel Carrasco-Ochoa
and José Fco. Martínez-Trinidad. Expert Systems with Applications 162 (2020) 113745.
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, and Jesús A.
Carrasco-Ochoa. Pattern Recognition Letters 138 (2020) 321-328.
MinReduct: a new
algorithm for computing the shortest reducts. Vladímir
Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús
A. Carrasco-Ochoa, Manuel S. Lazo-Cortés, J. Arturo Olvera-López.
Pattern Recognition Letters 138 (2020) 177-184.
Automatic
Filter Coefficient Calculation in Lifting Scheme Wavelet Transform for Lossless
Image Compression. Ignacio
Hernández-Bautista, J.A. Carrasco-Ochoa, José Fco.
Martínez-Trinidad, José Juan Carbajal-Hernández. The Visual Computer (2020).
A PSO-based
algorithm for mining association rules using a Guided Exploration Strategy.
Gretel Bernal-Baró, José Fco.
Martínez-Trinidad, Rosa María Valdovinos, J.A.
Carrasco-Ochoa, Manuel S. Lazo-Cortés, Ansel Yoan
Rodríguez-González. Pattern Recognition Letters 138 (2020) 8-15.
An
Explainable Artificial Intelligence Model for Clustering Numerical Databases.
O. Loyola-González, A.E.Gutierrez-Rodríguez,
M.A. Medina-Pérez, R. Monroy, José Fco.
Martínez-Trinidad, J.A. Carrasco-Ochoa, M. García-Borroto. IEEE
Access
8, 52370-52384 (2020).
A review of
Unsupervised Feature Selection Methods. Saúl
Solorio-Fernández, Jesús Ariel Carrasco-Ochoa
and José Fco. Martínez-Trinidad. Artificial Intelligence Review 53, 907–948 (2020).
Mining Clique Frequent Approximate Subgraphs from Multi-Graph Collections.
Niusvel Acosta-Mendoza,
Jesús Ariel Carrasco-Ochoa, José Fco.
Martínez-Trinidad,
Andrés Gago-Alonso, José E. Medina-Pagola. Applied Intelligence 50, 878–892 (2020).
Towards
Selecting Reducts for Building Decision Rules for Rule-Based Classifiers. Manuel S. Lazo-Cortés, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa and Nelva N. Almanza-Ortega. In Proc. of
the 12th Mexican Conference on Pattern Recognition (MCPR2020) Morelia, Mexico.
Published in Lecture Notes in Computer Science series, 12088, Springer-Nature,
pp. 67-75, 2020.
Gate
Detection for Micro Aerial Vehicles using a Single Shot Detector. A.
A. Cabrera-Ponce, L. O. Rojas-Perez, J. A. Carrasco-Ochoa, José Fco.
Martínez-Trinidad, J. Martinez-Carranza.
IEEE Latin America Transactions, 17(12),
2045-2052 (2019).
Deep Learning: Current State. J.
Salas, Vidal, F. de Barros, José Fco. Martínez-Trinidad. IEEE Latin America Transactions, 17(12), 1925-1945 (2019).
Mining Clique Frequent Approximate Subgraphs from Multi-Graph Collections.
Niusvel Acosta-Mendoza,
Jesús Ariel Carrasco-Ochoa, José Fco.
Martínez-Trinidad,
Andrés Gago-Alonso, José E. Medina-Pagola. Applied Intelligence (2019) On line.
On the relation
between the concepts of Irreducible Testor and Minimal Transversal. Salvador
Godoy-Calderón, Eduardo Alba-Cabrera, Manuel S. Lazo-Cortés, José
Fco. Martínez-Trinidad, Jesús A. Carrasco-Ochoa. IEEE Acess 7 (2019) 82809-82816.
Cost-sensitive
pattern-based classification for class imbalance problems. Octavio
Loyola-González, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, and Milton García-Borroto. IEEE Acess 7 (2019) 60411-60427.
Bag of k-Nearest Visual Words for Hieroglyph Retrieval. Laura Alejandra
Pinilla Buitrago, J. Ariel Carrasco-Ochoa, and José
Fco. Martínez-Trinidad. Journal of Intelligent and Fuzzy Systems 36/5 (2019) 4981-4990.
Deterministic Oversampling Methods based on SMOTE. Fredy Rodríguez Torres, Jesús Ariel
Carrasco-Ochoa, and José
Fco. Martínez-Trinidad. Journal of Intelligent and Fuzzy Systems 36/5 (2019) 4945-4955.
Frequent Similar Pattern Mining using Non Boolean Similarity Functions.
Ansel Yoan
Rodríguez-González, José Fco.
Martínez-Trinidad,
J. A. Carrasco-Ochoa, José Ruiz-Shulcloper, and Matías Alvarado.
Journal of Intelligent and Fuzzy Systems 36/5 (2019) 4931-4944.
Improved Hieroglyph Representation for Image Retrieval. Laura
Alejandra Pinilla Buitrago, J. Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad, and Edgar Román-Rangel. Journal on Computing and Cultural Heritage 12/2 (2019) 13:1-13:15.
An Improved
Algorithm for Partial Clustering. G. Melendez-Melendez, D. Cruz-Paz, J. A. Carrasco-Ochoa, and José
Fco. Martínez-Trinidad. Expert Systems with Applications 121 (2019) 282-291.
A Supervised Filter Feature Selection Method for Mixed Data Based on the
Spectral Gap Score. Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa,
and José
Fco. Martínez-Trinidad. In Proc. of the 11th
Mexican Conference on Pattern Recognition (MCPR2019) Queretaro, Mexico.
Published in Lecture Notes in Computer Science series, 11524, Springer- Nature,
pp. 3-13, 2019.
The Mexican Conference on Pattern Recognition After Ten Editions: A
Scientometric Study. Octavio Loyola-González,
Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad,
and Jesús Ariel Carrasco-Ochoa. In Proc. of
the 11th Mexican Conference on Pattern Recognition (MCPR2019) Queretaro,
Mexico. Published in Lecture Notes in Computer Science series, 11524, Springer-
Nature, pp. 315-326, 2019.
On the Use of Constructs for Rule-Based Classification: A Case Study. Manuel S. Lazo-Cortés, José
Fco. Martínez-Trinidad, and Jesús Ariel Carrasco-Ochoa. In Proc. of the 11th Mexican
Conference on Pattern Recognition (MCPR2019) Queretaro, Mexico. Published in
Lecture Notes in Computer Science series, 11524, Springer-Nature, pp. 327-335,
2019.
Feature selection algorithms to reduce processing time in classification
with SVMs. D. C.
Toledo-Pérez, J. Rodríguez-Reséndiz, R. A.
Gómez-Loenzo, José Fco. Martínez-Trinidad, and
Jesús Ariel Carrasco-Ochoa. In Proc. of the XV International Engineering
Congress (CONiiN), Queretaro, Mexico, 2019.
Unsupervised Outlier detection algorithm based on k-NN and fuzzy logic. J. Renán Velázquez-González,
Hayde Peregrina-Barreto, José Fco. Martínez-Trinidad. In Proc. of
the 2019 IEEE International Autumn Meeting on Power, Electronics and Computing
(ROPEC 2019). Ixtapa, Mexico.
A Review of Conceptual Clustering Algorithms. Airel
Pérez-Suárez, José Fco. Martínez-Trinidad,
Jesús A. Carrasco-Ochoa, and José E. Medina-Pagola. Artificial Intelligence Review (2018).
Editorial of
Special Issue MCPR 2016 in Volume 32(1) IJPRAI. José
Fco. Martínez-Trinidad, Jesus Ariel Carrasco Ochoa,
Victor Ayala-Ramirez and Jose Arturo Olvera-Lopez. International Journal of Pattern
Recognition and Artificial Intelligence 32/1 (2018) 5 pages .
Extensions to
AGraP Algorithm for Finding a Reduced Set of Inexact Graph Patterns.
Marisol
Flores-Garrido, Jesús Ariel Carrasco-Ochoa and José Fco. Martínez-Trinidad. International Journal of Pattern
Recognition and Artificial Intelligence 32/1 (2018) 28 pages.
Revisiting Two-stage Feature Selection based on Coverage Policies for
Text Classification. Arquímides
Méndez-Molina, Ana Li Oña-García, Jesús Ariel
Carrasco-Ochoa and José Fco. Martínez-Trinidad. Journal of Intelligent & Fuzzy
Systems 34/5 (2018) 2949-2957.
Accurate and Fast Prototype Selection based on the Notion of Relevant and
Border Prototypes. Jose Arturo Olvera-Lopez, Jesus
Ariel Carrasco Ochoa and José Fco. Martínez-Trinidad. Journal of Intelligent & Fuzzy
Systems 34/5 (2018) 2923-2934.
A New
Algorithm for Reduct Computation based on Gap Elimination and Attribute
Contribution. Vladimir
Rodríguez-Diez, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, and Manuel Lazo-Cortés. Information Sciences 435 (2018) 111–123.
Closed Frequent Similar Pattern Mining: Reducing the Number of Frequent Similar
Patterns without Information Loss. Ansel Yoan Rodríguez-González,
Fernando Lezama, Carlos A. Iglesias-Alvarez, José
Fco. Martínez-Trinidad, J. A. Carrasco-Ochoa, and Enrique Munoz de Cote.
Expert Systems with Applications 95 (2018) 271-283.
Class-specific Reducts Instead of Classic ones in a Rule-based
Classifier: A Case Study. Manuel S. Lazo-Cortés, José Fco.
Martínez-Trinidad,
and Jesús Ariel Carrasco-Ochoa. In Proc. of the 10th Mexican
Conference on Pattern Recognition (MCPR2018) Puebla, Mexico. Published in
Lecture Notes in Computer Science series, 10880, Springer-Verlag, pp. 23-30,
2018.
Including Foreground and Background Information in Maya Hieroglyph
Representation. Laura Alejandra Pinilla Buitrago, J. Ariel
Carrasco-Ochoa, and José Fco. Martínez-Trinidad. In Proc. of the 10th Mexican Conference on
Pattern Recognition (MCPR2018) Puebla, Mexico. Published in Lecture Notes in
Computer Science series, 10880, Springer-Verlag, pp. 238-247, 2018.
Image Clustering based on Frequent Approximate Subgraph Mining. Niusvel Acosta-Mendoza, Jesús Ariel
Carrasco-Ochoa, José
Fco. Martínez-Trinidad, Andrés Gago-Alonso, and José E. Medina-Pagola. In Proc. of
the 10th Mexican Conference on Pattern Recognition (MCPR2018) Puebla, Mexico.
Published in Lecture Notes in Computer Science series, 10880, Springer-Verlag,
pp. 189-198, 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, and
Manuel Lazo-Cortés. In Proc. of the 10th Mexican
Conference on Pattern Recognition (MCPR2018) Puebla, Mexico. Published in
Lecture Notes in Computer Science series, 10880, Springer-Verlag, pp. 41-50,
2018.
Multi-Graph Frequent Approximate Subgraph Mining for Image Clustering. Niusvel Acosta-Mendoza, Jesús Ariel
Carrasco-Ochoa, José
Fco. Martínez-Trinidad, Andrés Gago-Alonso, José E. Medina-Pagola. In Proc. of
the 6th International Workshop on Pattern Recognition and Artificial
Intelligence (IWAIPR'2018) Havana, Cuba. Published in Lecture Notes in Computer
Science series, 11047, Springer-Verlag, pp. 133-140, 2018.
Ranking Based Unsupervised Feature Selection Methods: An Empirical
Comparative Study in High Dimensional Datasets. Saúl Solorio-Fernández, Jesús
Ariel Carrasco-Ochoa, and José Fco. Martínez-Trinidad. In Proc. of the 17th
Conference on Artificial Intelligence (MICAI'2018) Guadalajara, Mexico.
Published in Lecture Notes in Artificial Intelligence series, 11288,
Springer-Verlag, pp. 1-14, 2018.
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 Recognition 72 (2017) 314-326.
Editorial of Special Issue MCPR 2015 in Volume 21(3).
A. Famili, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, Jose Arturo Olvera-Lopez, and Juan Humberto Sossa-Azuela.
Intelligent Data Analysis 21/3 (2017) 463-465.
Evaluation of
quality measures for contrast patterns by using unseen objects. Milton
García-Borroto, Octavio Loyola-González, José Fco.
Martínez-Trinidad, and Jesús Ariel Carrasco-Ochoa. Expert Systems with Applications 83 (2017) 104-113.
Image Compression without Loss using Classifier
1-NN to Adapt the Coefficients of Lifting Filters. Ignacio
Hernández-Bautista, Oleksiy B. Pogrebnyak, J.A. Carrasco-Ochoa, José
Fco. Martínez-Trinidad, José Juan Carbajal-Hernández. DYNA 92/2 (2017) 143.
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 E.
Medina-Pagola. International
Journal of Pattern Recognition and Artificial Intelligence 31/8 (2017) 1-25.
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 and Milton García-Borroto. Knowledge-Based Systems 115 (2017) 100-109.
An Algorithm for Computing Goldman Fuzzy Reducts. Jesús Ariel Carrasco-Ochoa, Manuel S.
Lazo-Cortés, and José Fco. Martínez-Trinidad. In Proc. of the 9th
Mexican Conference on Pattern Recognition (MCPR2017) Huatulco, Mexico. Published
in Lecture Notes in Computer Science series, 10267, Springer-Verlag, pp. 3-12,
2017.
A Novel Contrast Pattern Selection Method for Class Imbalance Problems. Octavio
Loyola-González, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa and Milton García-Borroto. In Proc. of the 9th Mexican Conference on
Pattern Recognition (MCPR2017) Huatulco, Mexico. Published in Lecture Notes in
Computer Science series, 10267, Springer-Verlag, pp. 42-52, 2017.
Fast-BR vs. Fast-CT EXT: An Empirical Performance Study. Vladimir
Rodríguez-Diez, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, and Manuel Lazo-Cortés. In Proc. of the 9th Mexican Conference on
Pattern Recognition (MCPR2017) Huatulco, Mexico. Published in Lecture Notes in
Computer Science series, 10267, Springer-Verlag, pp. 127-136, 2017.
Mining Generalized Closed Frequent Approximate Subgraphs from
Multi-graph Collections. Niusvel Acosta-Mendoza, Andrés Gago-Alonso, Jesús Ariel
Carrasco-Ochoa, José
Fco. Martínez-Trinidad, José E.
Medina-Pagola. In Proc. of the 22th Iberoamerican Congress on Pattern
Recognition (CIARP2017) Valparaiso, Chile. Published in Lecture Notes in
Computer Science series, 10657, Springer-Verlag, pp. 10-18, 2017.
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 214 (2016) 866-880.
Effect of Class Imbalance on Quality Measures for Contrast Patterns: An
Experimental Study. Octavio Loyola-González, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa and Milton
García-Borroto. Information
Sciences
374 (2016) 179-192.
Ajuste de Filtros Wavelet Utilizando K-NN para Compresión de
Imágenes sin Perdida. Ignacio Hernández-Bautista,
Oleksiy B. Pogrebnyak, J.A. Carrasco-Ochoa, José Fco. Martínez-Trinidad, José Juan Carbajal-Hernández. DYNA New
Technologies 3/1 (2016)
1-14.
A New Algorithm for Approximate Pattern Mining in Multi-graph Collections.
Niusvel Acosta-Mendoza,
Andrés Gago-Alonso, Jesús Ariel Carrasco-Ochoa, José
Fco. Martínez-Trinidad, José E.
Medina-Pagola. Knowledge-Based Systems 109
(2016) 198-207.
Adjustment of
Wavelet Filters for Image Compression Using Artificial Intelligence.
Ignacio
Hernández-Bautista, J.A. Carrasco-Ochoa, José Fco.
Martínez-Trinidad, Oscar Camacho Nieto, Oleksiy B. Pogrebnyak. Polibits 53 (2016) 23–30.
A New Algorithm
for Computing Reducts based on the Binary Discernibility Matrix. Manuel S.
Lazo-Cortés, José Fco. Martínez-Trinidad, J.A.
Carrasco-Ochoa and Guillermo Sanchez Diaz. Intelligent Data Analysis 20 (2016) 317–337.
Improving
Graph-Based Image Classification by using Emerging Patterns as Attributes.
Niusvel Acosta-Mendoza,
Andrés Gago-Alonso, Jesús Ariel Carrasco-Ochoa, José
Fco. Martínez-Trinidad, José E.
Medina-Pagola. Engineering Applications of Artificial Intelligence 50 (2016) 215–225.
Study of the Impact of Resampling Methods for Contrast Pattern based
Classifiers in Imbalanced Databases. Octavio Loyola-González, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa and Milton
García-Borroto. Neurocomputing 175
(2016) 935–947.
Editorial
Special Issue MCPR 2014: Advances in pattern recognition methodologies and
applications. Ching Y. Suen, José Fco.
Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa,
Jose Arturo Olvera-Lopez. Neurocomputing
175 (2016) 835–837.
SMOTE-D a Deterministic
Version of SMOTE. Fredy Rodríguez Torres,
Jesús Ariel Carrasco-Ochoa, and José Fco.
Martínez-Trinidad. In Proc. of
the 8th Mexican Conference on Pattern Recognition (MCPR2016) Guanajuato,
Mexico. Published in Lecture Notes in Computer Science series, 9703,
Springer-Verlag, pp. 177-188, 2016.
A Glance to the Goldman's Testors from the Point of View of Rough Set
Theory. Manuel S. Lazo-Cortés, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa. In Proc. of the 8th Mexican
Conference on Pattern Recognition (MCPR2016) Guanajuato, Mexico. Published in
Lecture Notes in Computer Science series, 9703, Springer-Verlag, pp. 189-197,
2016.
Detecting Pneumatic Failures on Temporary Immersion Bioreactors. Octavio
Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Dayton Hernández-Tamayo, Milton
García-Borroto. In Proc. of the 8th Mexican
Conference on Pattern Recognition (MCPR2016) Guanajuato, Mexico. Published in
Lecture Notes in Computer Science series, 9703, Springer-Verlag, pp. 293-302,
2016.
Linear Model Optimizer vs Neural Networks: a Comparison for Improving
the Quality and Saving of LED-Lighting Control Systems. Víctor
Lobato-Ríos, Viviana del Rocío
Hernández-Castañón, Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad. In Proc. of the 23rd
International Conference on Pattern Recognition (ICPR) Cancun, Mexico.
Published by IEEE, pp. 2665-2670, 2016.
Mining
Patterns for Clustering using Unsupervised Decision Trees. A.E.
Gutierrez-Rodríguez, José Fco. Martínez-Trinidad,
M. García-Borroto, J.A. Carrasco-Ochoa. Intelligent Data Analysis 19 (2015) 1297–1310.
A Fast Hardware-Software Platform for Computing Irreducible Testors. Vladimir
Rodríguez-Diez, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, Manuel Lazo-Cortés, Claudia
Feregrino-Uribe, René Cumplido. Expert Systems with Applications 42/24 (2015) 9612-9619.
AGraP: an Algorithm for Mining Frequent Patterns in a Single Graph using
Inexact Matching. Marisol Flores-Garrido, Jesús Ariel
Carrasco-Ochoa and José Fco. Martínez-Trinidad. Knowledge and Information Systems 44/2 (2015) 385-406.
Mining Patterns for Clustering on Numerical Datasets using Unsupervised
Decision Trees. A.E. Gutierrez-Rodríguez, José
Fco. Martínez-Trinidad, Milton García-Borroto and
Jesús Ariel Carrasco-Ochoa. Knowledge-Based Systems 82 (2015) 70-79.
Finding the Best Diversity Generation Procedures for Mining Contrast
Patterns. Milton García-Borroto, José
Fco. Martínez-Trinidad, and Jesús Ariel Carrasco-Ochoa. Expert Systems with Applications 42/11 (2015), pp.4859–4866.
A Nectar of Frequent Approximate Subgraph Mining for Image Classification.
Niusvel Acosta-Mendoza, Andrés Gago-Alonso,
Jesús Ariel Carrasco-Ochoa, José Fco. Martínez-Trinidad,
José E. Medina-Pagola. Revista
Cubana de Ciencias Informáticas, 9/1,
(2015), pp.1-5
Special Issue Section: Pattern Recognition Applications in Computer
Vision and Image Analysis. José Fco.
Martínez-Trinidad, J. Ariel Carrasco-Ochoa, Joaquin
Salas and Gabriella Sanniti Di Baja. Pattern Recognition 48/4 1025–1026 (2015).
Special Issue: Advances in Pattern
Recognition. J. Arturo Olvera-López, J. Fco. Martínez-Trinidad,
J. Ariel Carrasco-Ochoa, and
Ching Y. Suen. Research in Computing Science Vol. 96 (2015) pp. 5.
On the Relation between Rough Set Reducts and Typical Testors.
Manuel Sabino Lazo-Cortés, José
Fco. Martínez-Trinidad, J.A. Carrasco-Ochoa,
G.
Sánchez-Díaz. Information Science 294 (2015) 152-163.
A New Method Based on Graph Transformation for FAS Mining in Multi-graph
Collections. Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, José
Fco. Martínez-Trinidad, Andrés Gago-Alonso, José E. Medina-Pagola. In Proc. of
the 7th Mexican Conference on Pattern Recognition (MCPR2015) Mexico City,
Mexico. Published in Lecture Notes in Computer Science series, 9116,
Springer-Verlag, pp. 13-22, 2015.
Prototype Selection for Graph Embedding Using Instance Selection. Magdiel Jiménez-Guarneros, Jesús Ariel
Carrasco-Ochoa, José
Fco. Martínez-Trinidad. In Proc. of
the 7th Mexican Conference on Pattern Recognition (MCPR2015) Mexico City,
Mexico. Published in Lecture Notes in Computer Science series, 9116,
Springer-Verlag, pp. 84-92, 2015.
Computing Constructs by Using Typical Testor Algorithms. Manuel S. Lazo-Cortés, Jesús Ariel
Carrasco-Ochoa, José
Fco. Martínez-Trinidad, Guillermo Sanchez-Diaz. In
Proc. of the 7th Mexican Conference on Pattern Recognition (MCPR2015) Mexico
City, Mexico. Published in Lecture Notes in Computer Science series, 9116,
Springer-Verlag, pp. 44-53, 2015.
A Different Approach for Pruning Micro-clusters in Data Stream Clustering. Argenis A. Aroche-Villarruel, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Airel Pérez-Suárez. In Proc. of
the 7th Mexican Conference on Pattern Recognition (MCPR2015) Mexico City,
Mexico. Published in Lecture Notes in Computer Science series, 9116,
Springer-Verlag, pp. 33-43, 2015.
Correlation of Resampling Methods for Contrast Pattern Based Classifiers. Octavio Loyola-González, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto. In Proc. of
the 7th Mexican Conference on Pattern Recognition (MCPR2015) Mexico City,
Mexico. Published in Lecture Notes in Computer Science series, 9116,
Springer-Verlag, pp. 93-102, 2015.
Combining Hybrid Rule Ordering Strategies based on Netconf and a Novel Satisfaction
Mechanism for CAR-based Classifiers. R. Hernández-León;Jesús
A. Carrasco-Ochoa, José Fco. Martínez-Trinidad, and J.
Hernández-Palancar. Intelligent Data Analysis 18/Suplement 6, S89-S100, (2014).
An Empirical Comparison Among Quality Measures for Pattern Based
Classifiers. Octavio Loyola-González, Milton
García-Borroto, José Fco. Martínez-Trinidad, and
Jesús Ariel Carrasco-Ochoa. Intelligent Data Analysis 18/Suplement 6, S5-S17, (2014).
A Survey of
Emerging Patterns for Supervised Classification. Milton
García-Borroto, José Fco. Martínez-Trinidad, and
Jesús Ariel Carrasco-Ochoa. Artificial Intelligence Review 42/4 (2014) 705-721.
Applying balancing techniques in traffic sign recognition. Sheila
Esmeralda Gonzalez-Reyna, José Fco. Martínez-Trinidad,
J. Ariel Carrasco-Ochoa, J. Gabriel Aviña-Cervantes, Sergio
Ledesma-Orozco. Artificial Intelligence Research 3/4 (2014) 38-42.
Mining Maximal Frequent Patterns in a Single Graph using Inexact Matching. Marisol
Flores-Garrido, Jesús Ariel Carrasco-Ochoa and José
Fco. Martínez-Trinidad. Knowledge-Based Systems 66 (2014) 166-177.
Introduction to the special issue on supervised and unsupervised
classification techniques and their applications. Kim
L. Boyer, José
Fco. Martínez-Trinidad, and J. Ariel
Carrasco-Ochoa. Pattern Recognition Letters 41 (2014) 1-2.
Special Issue: Advances in Pattern
Recognition. J. Arturo Olvera-López, J. Fco. Martínez-Trinidad,
J. Ariel Carrasco-Ochoa, and
Ching Y. Suen. Research in Computing Science Vol. 71 (2014) pp 1.
On Two Definitions of Reduct.
Manuel S. Lazo-Cortés,
José Fco. Martínez-Trinidad, and J. A. Carrasco-Ochoa. In Proc. of
the 6th Mexican Conference on Pattern Recognition (MCPR2014) Cancun, Mexico.
Published in Lecture Notes in Computer Science series, 8495, Springer-Verlag,
pp. 31-40, 2014.
Studying Netconf in Hybrid Rule
Ordering Strategies for Associative Classification. Raudel Hernández-León, José
Hernández-Palancar, J. A. Carrasco-Ochoa, and José Fco. Martínez-Trinidad. In Proc.
of the 6th Mexican Conference on Pattern Recognition (MCPR2014) Cancun, Mexico.
Published in Lecture Notes in Computer Science series, 8495, Springer-Verlag,
pp. 51-60, 2014.
Study of Overlapping Clustering
Algorithms based on Kmeans through FBcubed Metric. Argenis A. Aroche-Villarruel, J. A. Carrasco-Ochoa,
José Fco. Martínez-Trinidad, J. Arturo Olvera-López,
and Airel Pérez-Suárez. In Proc. of the 6th Mexican Conference on
Pattern Recognition (MCPR2014) Cancun, Mexico. Published in Lecture Notes in
Computer Science series, 8495, Springer-Verlag, pp. 112-121, 2014.
A New Method for Skeleton
Pruning from Binary Shapes. Laura Alejandra Pinilla-Buitrago, José
Fco. Martínez-Trinidad, and J. A. Carrasco-Ochoa. In Proc. of
the 6th Mexican Conference on Pattern Recognition (MCPR2014) Cancun, Mexico.
Published in Lecture Notes in Computer Science series, 8495, Springer-Verlag, pp.
301-310, 2014.
A Hardware Architecture for Filtering Irreducible
Testors. Vladímir Rodríguez, José Fco.
Martínez-Trinidad, J. A. Carrasco-Ochoa, Manuel S. Lazo-Cortés,
René Cumplido-Parra and Claudia Feregrino-Uribe. In Proc. of
the 2014 IEEE International Conference on ReConFigurable Computing and FPGAs
(ReConFig 2014) Cancun, Mexico, 2014.
Graph Clustering via Inexact Patterns. Marisol Flores-Garrido, Jesús-Ariel
Carrasco-Ochoa, and José Fco. Martínez-Trinidad, Lecture Notes in Computer
Science, Volume 8827, pp. 391-398, 2014.
OClustR: A New Graph-based Algorithm for Overlapping Clustering. Airel
Pérez-Suárez, José Fco. Martínez-Trinidad,
Jesús A. Carrasco-Ochoa, José E. Medina-Pagola. Neurocomputing 121 (2013) 234-247.
An Algorithm based on Density and Compactness for Dynamic Overlapping
Clustering. Airel Pérez-Suárez, José
Fco. Martínez-Trinidad, Jesús A. Carrasco-Ochoa, José
E. Medina-Pagola. Pattern Recognition Journal 46/11 (2013) 3040–3055.
Mining Frequent Patterns and Association Rules using Similarities.
Ansel Yoan
Rodríguez-González, José Fco.
Martínez-Trinidad,
J. A. Carrasco-Ochoa, José Ruiz-Shulcloper.
Expert Systems with Applications 40/17 (2013), pp. 6823–6836.
Decision Trees based Classifiers for Large Datasets. A. Franco-Arcega,
Jesús A. Carrasco-Ochoa, G. Sánchez-Díaz and José
Fco. Martínez-Trinidad. Computación y
Sistemas
17/1 (2013) 95-102.
Advances in Pattern Recognition
Methodology and Applications. Edwin Hancock, José Fco.
Martínez-Trinidad, and J. Ariel
Carrasco-Ochoa. Pattern Recognition Letters 34/4 (2013) 359-360.
Special Issue: Advances in Pattern
Recognition. J. Arturo Olvera-López, J. Fco. Martínez-Trinidad,
J. Ariel Carrasco-Ochoa, Joaquín
Salas Rodríguez, and Gabriella Sanniti di Baja.
Research in Computing Science Vol. 61 (2013) pp. 1-2.
Water Quality Assessment in Shrimp Culture using an Analytical
Hierarchical Process. José Juan
Carbajal-Hernández, Luis P. Sánchez-Fernández, Luis A.
Villa-Vargas, Jesús A. Carrasco-Ochoa, and José
Fco. Martínez-Trinidad. Ecological Indicators 29 (2013) 148-158.
Automatic discovery of Web Query Interfaces using Machine Learning
Techniques. Heidy
M. Marín-Castro, Victor J. Sosa-Sosa, José Fco. Martínez-Trinidad and Ivan López-Arevalo. Journal of Intelligent Information Systems 40 (2013) 85-108.
Instance Rank Based on Borders for Instance Selection. Pablo
Hernández-Leal, J. Ariel Carrasco-Ochoa, José. Fco.
Martínez-Trinidad, J. Arturo Olvera-López. Pattern Recognition Journal 46 (2013) 365–375.
An Empirical Study of Oversampling and Undersampling for Instance
Selection Methods on Imbalance Datasets. Julio
Hernandez, Jesús Ariel Carrasco-Ochoa, and José Fco.
Martínez-Trinidad.
In Proc. of the 18th Iberoamerican
Congress on Pattern Recognition (CIARP2013) Havana, Cuba. Published in Lecture
Notes in Computer Science series, Part I, 8258, Springer-Verlag, pp. 262-269,
2013.
Feature Space Reduction for Graph-Based Image Classification. Niusvel
Acosta-Mendoza, Andrés Gago-Alonso, Jesús Ariel Carrasco-Ochoa, José
Fco. Martínez-Trinidad, and José E. Medina-Pagola. In Proc. of the 18th Iberoamerican Congress
on Pattern Recognition (CIARP2013) Havana, Cuba. Published in Lecture Notes in
Computer Science series, Part I, 8258, Springer-Verlag, pp. 246-253, 2013.
New Scheme of Penalty to Optimal Subsequence Bijection. Laura
Alejandra Pinilla Buitrago, José Fco. Martínez-Trinidad,
J. Ariel Carrasco-Ochoa.
In Proc. of the 18th
Iberoamerican Congress on Pattern Recognition (CIARP2013) Havana, Cuba.
Published in Lecture Notes in Computer Science series, Part I, 8258,
Springer-Verlag, pp. 206-213, 2013.
Easy Categorization of Attributes in Decision Tables Based on Basic
Binary Discernibility Matrix. Manuel
S. Lazo-Cortés, José Fco. Martínez-Trinidad, J.
Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz. In Proc. of the 18th
Iberoamerican Congress on Pattern Recognition (CIARP2013) Havana, Cuba. Published
in Lecture Notes in Computer Science series, Part I, 8258, Springer-Verlag, pp.
302-310, 2013.
Comparing Quality Measures for Contrast Pattern Classifiers. Milton
García-Borroto, Octavio Loyola-Gonzalez, José Fco.
Martínez-Trinidad, and Jesús Ariel Carrasco-Ochoa. In Proc. of the 18th
Iberoamerican Congress on Pattern Recognition (CIARP2013) Havana, Cuba. Published
in Lecture Notes in Computer Science series, Part I, 8258, Springer-Verlag, pp.
311-318, 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 Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, Guillermo De Ita Luna. In Proc. of the 5th
Mexican Conference on Pattern Recognition (MCPR2013) Queretaro, Mexico.
Published in Lecture Notes in Computer Science series, 7914, Springer-Verlag,
pp. 264-273, 2013.
Building Fast Decision Trees from Large Training Sets. A.
Franco-Arcega, Jesús A. Carrasco-Ochoa, G. Sánchez-Díaz
and José Fco. Martínez-Trinidad. International Journal Intelligent Data Analysis 16/4 (2012) 649-664.
Assessment and Prediction of Air Quality using Fuzzy Logic and
Autoregressive Models Atmospheric Environment. José Juan Carbajal-Hernández,
Jesús A. Carrasco-Ochoa, Luis P. Sánchez-Fernández and
José Fco. Martínez-Trinidad.
Atmospheric Environment 60 (2012) 37-50.
Classification based on Specific Rules and Inexact Coverage. R.
Hernández-León, Jesús A. Carrasco-Ochoa, José
Fco. Martínez-Trinidad and J. Hernández-Palancar. Expert Systems with Applications 39/12
(2012) 11203-11211.
Immediate water quality assessment in shrimp culture using fuzzy
inference systems. José Juan Carbajal-Hernández, Luis P.
Sánchez-Fernández, Jesús A. Carrasco-Ochoa, José
Fco. Martínez-Trinidad. Expert Systems with Applications 39/12
(2012) 10571-10582.
A Dynamic
Clustering Algorithm for Building Overlapping Clusters. Airel
Pérez-Suárez, José Fco. Martínez-Trinidad,
Jesús A. Carrasco-Ochoa, José E. Medina-Pagola. International Journal Intelligent Data
Analysis 16/2 (2012) 211-232.
CAR-NF: A Classifier based on Specific Rules with High Netconf. R. Hernández-León, Jesús
A. Carrasco-Ochoa, José Fco. Martínez-Trinidad and J.
Hernández-Palancar. International Journal Intelligent Data Analysis 16/1 (2012) 49-68.
Hardware-Software
Platform for Computing Irreducible Testors. Alejandro
Rojas, René Cumplido, J. Ariel Carrasco-Ochoa, Claudia Feregrino, José
Fco. Martínez-Trinidad. Expert Systems with Applications 39/2 (2012) 2203-2210.
A New Overlapping Clustering
Algorithm Based on Graph Theory. Airel
Pérez-Suárez, José Fco. Martínez-Trinidad,
Jesús A. Carrasco-Ochoa, José E. Medina-Pagola. In Proc. of the 11th Mexican International Conference
on Artificial Intelligence (MICAI2012) San Luis Potosi, Mexico. Published in
Lecture Notes in Computer Science series, Part I, 7629, Springer-Verlag, pp.
61-72, 2013.
Nested
Dichotomies Based on Clustering. Miriam
Mónica Duarte-Villaseñor, Jesús Ariel Carrasco-Ochoa, José
Fco. Martínez-Trinidad and Marisol Flores-Garrido. In Proc. of the 17th Iberoamerican Congress
on Pattern Recognition (CIARP2012) Buenos Aires, Argentina. Published in
Lecture Notes in Computer Science series, 7441, Springer-Verlag, pp. 162-169,
2012.
CAR-NF+ : An
Improved Version of CAR-NF Classifier. Raudel
Hernández-León, José Hernández-Palancar, Jesus
Ariel Carrasco-Ochoa and José Fco. Martínez-Trinidad. In Proc. of the 17th Iberoamerican Congress
on Pattern Recognition (CIARP2012) Buenos Aires, Argentina. Published in
Lecture Notes in Computer Science series, 7441, Springer-Verlag, pp. 455-462,
2012.
A
Modification of the Lernmatrix for Real Valued Data Processing. José
Juan Carbajal-Hernández, Luis P. Sánchez-Fernández, Luis
A. Sánchez-Pérez, Jesús Ariel Carrasco-Ochoa and José
Fco. Martínez-Trinidad. In Proc. of the 17th Iberoamerican
Congress on Pattern Recognition (CIARP2012) Buenos Aires, Argentina. Published
in Lecture Notes in Computer Science series, 7441, Springer-Verlag, pp.
487-494, 2012.
Genetic
Algorithm for Multidimensional Scaling over Mixed and Incomplete Data. Pedro
Tecuanhuehue-Vera, Jesús Ariel Carrasco-Ochoa and José Fco. Martínez-Trinidad. In Proc. of the 4th Mexican
Conference on Pattern Recognition (MCPR2012) Huatulco, Mexico. Published in
Lecture Notes in Computer Science series, 7329, Springer-Verlag, pp. 226-235,
2012.
A New
Document Author Representation for Authorship Attribution. Adrián
Pastor López-Monroy, Manuel Montes-y-Gómez, Luis
Villaseñor-Pineda, Jesús Ariel Carrasco-Ochoa and José
Fco. Martínez-Trinidad, In Proc. of the 4th
Mexican Conference on Pattern Recognition (MCPR2012) Huatulco, Mexico.
Published in Lecture Notes in Computer Science series, 7329, Springer-Verlag, pp. 283-292, 2012.
Hybrid Feature
Selection Method for Biomedical Datasets. Saúl Solorio-Fernández, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Yan-Qing
Zhang, IEEE Symposium on Computational
Intelligence in Bioinformatics and Computational Biology, San Diego CA, USA, pp.
150-155, 9-12 May 2012.
Maximal Sequential Patterns: A tool for Quantitative Semantic in Text
Analysis. René Arnulfo
García-Hernández, J. Fco. Martínez-Trinidad, J. A.
Carrasco-Ochoa. Book Chapter in Ramon
F. Brena and Adolfo Guzman-Arenas (Editors). Quantitative
Semantics and Soft computing Methods for the web: Perspectives and Applications. Ch. 10, 204-227, IGI Global 2012.
Reducing the
Number of Canonical Form Tests for Frequent Subgraph Mining. Andrés
Gago-Alonso, Jesús A. Carrasco-Ochoa, José E. Medina-Pagola and José
Fco. Martínez-Trinidad. Computación y Sistemas 15(2) 251-265 (2011).
Special Issue: Progress
in Pattern Recognition. J. Fco. Martínez-Trinidad, J.
Ariel Carrasco-Ochoa, and Juan Humberto Sossa Azuela. Computación y Sistemas 15/2
(2011).
Decision Tree
Induction using a Fast Splitting Attribute Selection for Large Datasets. A. Franco-Arcega, Jesús A.
Carrasco-Ochoa, G. Sánchez-Díaz and José Fco. Martínez-Trinidad. Expert Systems with Applications 38 (2011)
14290-14300.
General Framework for
Class-Specific Feature Selection. Bárbara
B. Pineda-Bautista, Jesús A. Carrasco-Ochoa, and José Fco. Martínez-Trinidad. Expert Systems with Applications 38/8 (2011) 10018–10024.
Fuzzy
Emerging Patterns for Classifying Hard Domains. Milton
García-Borroto, José Fco. Martínez-Trinidad, and
Jesús Ariel Carrasco-Ochoa. Knowledge and Information Systems 28/2 (2011) 473-489.
RP-Miner: A
Relaxed Prune Algorithm for Frequent Similar Pattern Mining. Ansel Yoan
Rodríguez-González, J. Fco. Martínez-Trinidad, J.
A. Carrasco-Ochoa, José Ruiz-Shulcloper. Knowledge and Information Systems 27/3 (2011) 451-471.
Full Duplicate Candidate Pruning for Frequent Connected Subgraph Mining. Andrés
Gago-Alonso, Jesús A. Carrasco-Ochoa, José E. Medina-Pagola, José
Fco. Martínez-Trinidad. Integrated Computer-Aided Engineering 17/3 (2010) 211-225.
Fast Most Similar Neighbor classifiers for Mixed Data. Selene
Hernández Rodríguez, José Fco. Martínez-Trinidad,
and Jesús Ariel Carrasco-Ochoa.
Computación y Sistemas. 14/1
(2010) 73-85.
Prototype Selection Methods. J. A.
Olvera-López, J. A. Carrasco-Ochoa and J. Fco. Martínez-Trinidad. Computación
y Sistemas
13/4 (2010) 449-462.
A Review of Instance Selection
Methods.
J. A. Olvera-López, J. A. Carrasco-Ochoa and J. Fco. Martínez-Trinidad. Artificial Intelligence Review 34/2 (2010) 133-143.
LCMine: an
Efficient Algorithm for Mining Discriminative Regularities and its Application
in Supervised Classification. Milton
García-Borroto, José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, Miguel Angel Medina-Pérez,
José Ruiz-Shulcloper. Pattern Recognition Journal 43/9 (2010) 3025-3034.
Finding Maximal Sequential Patterns in Text Document Collections and
Single Documents. René
A. García-Hernández, J.
Fco. Martínez-Trinidad and J. Ariel Carrasco-Ochoa. Informatica 34 (2010) 93-101.
Fast k Most
Similar Neighbor Classifier for Mixed Data (Tree k-MSN). Selene Hernández-Rodríguez, J. Fco. Martínez-Trinidad,
and J. A. Carrasco-Ochoa. Pattern Recognition Journal 43/3 (2010) 873-886.
Algorithms for Mining Frequent Itemsets in Static and Dynamic Datasets. R. Hernández-León, J.
Hernández-Palancar, Jesús A. Carrasco-Ochoa and José Fco. Martínez-Trinidad. International Journal Intelligent Data Analysis 14/3 (2010) 419-435.
A New Algorithm for Mining Frequent Connected Subgraphs Based on
Adjacency Matrices. Andrés
Gago-Alonso, Abel Puentes-Luberta, Jesús A. Carrasco-Ochoa and José
Fco. Martínez-Trinidad, José E. Medina-Pagola. International Journal Intelligent Data Analysis 14/3 (2010) 385-403.
A new Fast
Prototype Selection Method based on Clustering. J. Arturo Olvera-López, J. Ariel
Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. Pattern Analysis and Applications Journal 13/2 (2010) 131-141.
Special Issue: Advances in Pattern
Recognition. J. Ariel
Carrasco-Ochoa, J. Fco. Martínez-Trinidad and Juan Humberto Sossa Azuela. Research in Computing Science Vol. 44 (2010).
Classifying using Specific Rules with High Confidence. R.
Hernández-León, J. A. Carrasco-Ochoa, J. Fco.
Martínez-Trinidad and J. Hernández-Palancar. Proceedings of the Special Session of
MICAI2010, IEEE Computer Society Press, pp. 75-80, 2010.
Hybrid
Feature Selection Method for Supervised Classification Based on Laplacian Score
Ranking. Saúl Solorio-Fernández, J. Ariel
Carrasco-Ochoa, and José Fco. Martínez-Trinidad. In Proc. of the 2nd Mexican Conference on
Pattern Recognition (MCPR2010) Puebla, Mexico. Published in Lecture Notes in
Computer Science series, 6256, Springer-Verlag, pp. 260-269, 2010.
Cascading an
Emerging Pattern Based Classifier. Milton García-Borroto,
José Fco. Martínez-Trinidad, and Jesús Ariel Carrasco-Ochoa.
In Proc. of the 2nd
Mexican Conference on Pattern Recognition (MCPR2010) Puebla, Mexico. Published
in Lecture Notes in Computer Science series, 6256, Springer-Verlag, pp.
240-249, 2010.
New
Dissimilarity Measures for Ultraviolet Spectra Identification. Andrés
Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, and
Milton García-Borroto. In Proc. of the 2nd Mexican Conference on Pattern Recognition
(MCPR2010) Puebla, Mexico. Published in Lecture Notes in Computer Science
series, 6256, Springer-Verlag, pp. 220-229, 2010.
Designing
RBFNNs Using Prototype Selection. Ana Cecilia
Tenorio-González, José Fco Martínez-Trinidad, and
Jesús Ariel Carrasco-Ochoa. In Proc. of the 2nd Mexican Conference on Pattern Recognition
(MCPR2010) Puebla, Mexico. Published in Lecture Notes in Computer Science
series, 6256, Springer-Verlag, pp. 189-198, 2010.
A New Emerging Pattern Mining Algorithm and its Application in Supervised
Classification. Milton
García-Borroto, José Fco. Martínez-Trinidad, and
Jesús Ariel Carrasco-Ochoa. In
Proc. of 14th Pacific-Asia Conference on Knowledge Discovery and Data Mining
(PAKDD2010) Hyderabad, India. Published in Lecture Notes in Artificial
Intelligence series, Part I, 6118, Springer-Verlag, pp. 150-157, 2010.
Using Non
Boolean Similarity Functions for Frequent Similar Pattern Mining. Ansel Y. Rodríguez González, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, and
José Ruiz-Shulcloper. In Proc.
of 23th Canadian Conference on Artificial Intelligence 2010, Ottawa, Ontario,
Canada. Published in Lecture Notes in Artificial Intelligence series, 6085,
Springer-Verlag, pp. 374-378, 2010.
Multivariate
Decision Trees using Different Splitting Attribute Subsets for Large Datasets. A. Franco-Arcega, A. Carrasco-Ochoa, G.
Sánchez-Díaz, and J.
Fco. Martínez-Trinidad. In
Proc. of 23th Canadian Conference on Artificial Intelligence 2010, Ottawa,
Ontario, Canada. Published in Lecture Notes in Artificial Intelligence series, 6085,
Springer-Verlag, pp. 370-373, 2010.
A New
Incremental Algorithm for Overlapped Clustering. Airel Pérez Suárez, J. Fco.
Martínez-Trinidad, J.A.
Carrasco-Ochoa and José Eladio Medina Pagola. In Proc. of 14th Iberoamerican Congress on Pattern
Recognition (CIARP2009), Guadalajara, Mexico. Published in Lecture Notes in
Computer Science series, 5856, Springer-Verlag, pp. 497-504, 2009.
Using Maximum
Similarity Graphs to Edit Nearest Neighbor Classifiers. Milton
García-Borroto,
Yenny Villuendas-Rey, J.A. Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In Proc. of 14th Iberoamerican Congress on Pattern
Recognition (CIARP2009), Guadalajara, Mexico. Published in Lecture Notes in
Computer Science series, 5856, Springer-Verlag, pp. 489-496, 2009.
Finding Small
Consistent Subset for the Nearest Neighbor Classifier based on Support graphs. Milton García-Borroto, Yenny Villuendas-Rey, J.A. Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In Proc. of 14th Iberoamerican Congress on Pattern
Recognition (CIARP2009), Guadalajara, Mexico. Published in Lecture Notes in
Computer Science series, 5856, Springer-Verlag, pp. 465-472, 2009.
Duplicate Candidate
Elimination and Fast Support Calculation for Frequent Subgraph Mining. Andrés, Gago-Alonso, J. Fco. Martínez-Trinidad, J.A. Carrasco-Ochoa, and José
Eladio, Medina-Pagola. In Proc.
of 10th International Conference on Intelligent Data Engineering and Automated
Learning (IDEAL2009). Published in Lecture Notes in Computer Science series,
5788, Springer-Verlag, pp.292-299, 2009.
Taking
Advantage of Class-Specific Feature Selection. Bárbara B. Pineda-Bautista, J.A.
Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In Proc. of 10th International Conference on
Intelligent Data Engineering and Automated Learning (IDEAL2009). Published in
Lecture Notes in Computer Science series, 5788, Springer-Verlag, pp.1-8, 2009.
Prototype
Selection based on Sequential Search. J.
A. Olvera-López, J. Fco.
Martínez-Trinidad, J. A. Carrasco-Ochoa, and J. Kittler. International Journal Intelligent Data
Analysis 13/4 (2009) 599-631.
A New Graph-based Algorithm for Clustering Documents. Airel Pérez Suárez, J. Fco. Martínez-Trinidad, Jesús Ariel Carrasco
Ochoa, and José Eladio Medina Pagola. In Proc. of IEEE Int Conf. on Data Mining, Workshop Foundations
of Data Mining (FDM2008),
pp. 710-719, 2008.
On the Selection of Base Prototypes for LAESA and TLAESA Classifiers. Selene Hernández-Rodríguez, J. Fco. Martínez-Trinidad, and
J. Ariel Carrasco-Ochoa. In Proc. of the 19th International Conference on
Pattern Recognition (ICPR2008) in CD.
A New
Incremental Algorithm for Induction of Multivariate Decision Trees for Large
Datasets. Anilu
Franco-Arcega, A. Carrasco-Ochoa, Guillermo Sánchez-Díaz and J. Fco. Martínez-Trinidad. In Proc. of 8th International Conference on
Intelligent Data Engineering and Automated Learning (IDEAL2008). Published in
Lecture Notes in Computer Sciences series, 5326, Springer-Verlag, pp.282-289,
2008.
Mining
Frequent Connected Subgraphs Reducing the Number of Candidates. Andrés Gago Alonso, José E.
Medina Pagola, J. Ariel Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In
Proc. Of European Conference on Machine Learning and Principles and Practice of
Knowledge Discovery in Databases (ECML/PKDD). Published in Lecture Notes in
Artificial Intelligence, 5211, Springer-Verlag, pp.365-376, 2008.
Fast k Most
Similar Neighbor Classifier for Mixed Data based on a Tree Structure and
Approximating-Eliminating. Selene
Hernández-Rodríguez, J.A. Carrasco-Ochoa, and
J. Fco. Martínez-Trinidad. In Proc. of 13th Iberoamerican Congress on Pattern
Recognition (CIARP2008), Havana, Cuba. Published in Lecture Notes in Computer
Science series, 5197, Springer-Verlag, pp. 364-371, 2008.
Prototype
Selection via Prototype Relevance. J. Arturo
Olvera-López, J.A. Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In
Proc. of 13th Iberoamerican Congress on Pattern Recognition (CIARP2008),
Havana, Cuba. Published in Lecture Notes in Computer Science series, 5197,
Springer-Verlag, pp. 153-160, 2008.
Gait Recognition
Based on Silhouette, Contour and Classifier Ensambles. M.
Romero-Moreno, J. Fco.
Martínez-Trinidad, and J.A. Carrasco-Ochoa. In Proc. of 13th Iberoamerican Congress on Pattern
Recognition (CIARP2008), Havana, Cuba. Published in Lecture Notes in Computer
Science series, 5197, Springer-Verlag, pp. 527-534, 2008.
Mining
Frequent Similar Patterns on Mixed Data. Ansel
Y. Rodríguez González, José
Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa,
and José Ruiz-Shulcloper. In Proc.
of 13th Iberoamerican Congress on Pattern Recognition (CIARP2008), Havana,
Cuba. Published in Lecture Notes in Computer Science series, 5197,
Springer-Verlag, pp. 137-144, 2008.
A Novel
Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets. Raudel
Hernández-León, José Hernández-Palancar, J.A.
Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In Proc. of 13th Iberoamerican Congress on Pattern
Recognition (CIARP2008), Havana, Cuba. Published in Lecture Notes in Computer
Science series, 5197, Springer-Verlag, pp. 145-152, 2008.
Fast k Most Similar Neighbor Classifier for Mixed Data based on
Approximating and Eliminating. S.
Hernández-Rodríguez, A. Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In Proc. of 12th Pacific-Asia Conference on Knowledge
Discovery and DataMining (PAKDD). Published in Lecture Notes in Artificial
Intelligence, 5012, Springer-Verlag, pp.697-704, 2008.
Restricted Conceptual Clustering Algorithms based on Seeds. I.
O. Ayaquica-Martínez, J. Fco.
Martínez-Trinidad and J. Ariel Carrasco-Ochoa. Computación
y Sistemas
11/2 (2007) pp. 174-187.
FPGA-based
Architecture for Computing Testors. Alejandro Rojas, René
Cumplido, J. Ariel Carrasco-Ochoa, Claudia Feregrino, J. Fco. Martínez-Trinidad. In Proc. of 8th International Conference on
Intelligent Data Engineering and Automated Learning, Birmingham, UK. Published
in Lecture Notes in Computer Science, 4881, Springer-Verlag, pp.188-197, 2007.
Mixed Data Object Selection Based on Clustering and
Border Objects. J. Arturo
Olvera-López, J. Fco.
Martínez-Trinidad, and J. Ariel Carrasco-Ochoa. In Proc. of 12th Iberoamerican Congress on Pattern
Recognition, Valparaiso, Chile. Published Lecture Notes in Computer Science
series, 4756, Springer-Verlag, pp. 674-683, 2007.
Fast k Most Similar Neighbor Classifier for Mixed Data
Based on a Tree Structure. Selene
Hernández-Rodríguez, J.
Fco. Martínez-Trinidad, and J. Ariel Carrasco-Ochoa. In Proc. of 12th Iberoamerican Congress on Pattern
Recognition, Valparaiso, Chile. Published in Lecture Notes in Computer Science
series, 4756, Springer-Verlag, pp. 407-416, 2007.
Object Selection Based on Clustering and Border
Objects. J. Arturo Olvera-López, J. Ariel
Carrasco-Ochoa, and J. Fco. Martínez-Trinidad, In Proc of 5th International Conference on Computer
Recognition Systems, Wroclaw, Poland, published in Advances in Soft Computing
series, 45, Springer-Verlag, pp. 27-34, 2007
Fast Most Similar Neighbor Classifier for Mixed Data. Selene Hernández-Rodríguez, J.
Ariel Carrasco-Ochoa, and J. Fco. Martínez-Trinidad. In Proc. of 20th Conference of the Canadian Society
for Computational Studies of Intelligence, Montreal, Canada. Published in
Lecture Notes in Artificial Intelligence series, 4509, Springer-Verlag, pp.
146-158, 2007.
Restricted Sequential Floating Search Applied to
Object Selection, J. Arturo
Olvera-López, J. Fco.
Martínez-Trinidad, and J. Ariel Carrasco-Ochoa, In Proc. of
5th International Conference on Machine Learning and Data Mining, Leipzig,
Germany. Published in Lecture Notes in Artificial Intelligence series, 4571,
Springer-Verlag, pp. 694-702, 2007.
A Unified
Methodology Evaluate Supervised and Non-Supervised Classification Algorithms. Salvador Godoy-Calderón, J. Fco. Martínez-Trinidad
and M. Lazo Cortés, Computación y
Sistemas
9/4
(2006) pp. 370-379.
A New Algorithm for Fast Discovery of Maximal Sequential
Patterns in a Document Collection. René
A. García-Hernández, J.
Fco. Martínez-Trinidad and J. Ariel Carrasco-Ochoa. Lecture Notes in Computer Science series (2006) 4225
pp. 514-523.
Proposal for a Unified Methodology for Evaluating Supervised
and Non-supervised Classification Algorithms. Salvador
Godoy-Calderón, J. Fco.
Martínez-Trinidad, M. Lazo Cortés. Lecture Notes in Computer Science series (2006) 4225 pp. 674-685.
Document Representation Based on Maximal Frequent
Sequence Sets. Edith
Hernández-Reyes, J. Fco.
Martínez-Trinidad, J. Ariel Carrasco-Ochoa and René A.
García Hernández. Lecture
Notes in Computer Science series (2006) 4225 pp. 854-863.
Conceptual K-Means Algorithm based on Complex Features. I. O. Ayaquica-Martínez, J. Fco. Martínez-Trinidad and J. Ariel Carrasco-Ochoa. Lecture Notes in
Computer Science series (2006) 4225 pp. 491-501 (2006).
Fast Global k-means with Similarity Functions
Algorithm. Saúl López-Escobar, J. Ariel
Carrasco-Ochoa and J. Fco. Martínez-Trinidad. Lecture Notes in Computer Science series (2006) 4224
pp. 512-521.
Conceptual k-means Algorithm with Similarity Functions. I. O. Ayaquica-Martínez, J. Fco. Martínez-Trinidad,
J. Ariel Carrasco-Ochoa. Lecture Notes in Computer Science 3773 (2005) pp. 368-376.
Edition
Schemes based on BSE.
J. Arturo Olvera-López, J.
Fco. Martínez-Trinidad and J. Ariel Carrasco-Ochoa. Lecture Notes in Computer Science 3773
(2005) pp. 360-367.
Global k-means with Similarity Functions. López-Escobar Saúl, Carrasco-Ochoa
J. A. and José Fco. Martínez-Trinidad. Lecture Notes in Computer Science 3773 (2005) pp. 392-399.
Classifier Selection Based on Data Complexity Measures. Hernández-Reyes Edith, Carrasco-Ochoa
J. A. and José Fco.
Martínez-Trinidad. Lecture Notes in Computer Science 3773
(2005) pp. 586-592.
Reward-Punishment Editing for Mixed Data. Rodríguez-Colín Raúl,
Carrasco-Ochoa J.A. and José
Fco. Martínez-Trinidad. Lecture Notes in Computer Science 3773 (2005)
pp. 481-488.
Sequential Search for Decremental Edition. A. Olvera López, Jesús A.
Carrasco-Ochoa and José Fco. Martínez-Trinidad. Lecture Notes in Computer Science 3578
(2005) pp. 280-285.
Feature Selection based on Testors for Very
Large-Scale Problems.
Jesús Ariel Carrasco-Ochoa and J. Fco. Martínez-Trinidad, GESTS International Transaction on
Computer Science and Engineering 3/1 (2005)
pp. 175-184.
Data Preprocessing by Sequential Pattern Mining for
LZW. Osslan O. Vergara-Villegas, René A.
García-Hernández, J. Ariel Carrasco-Ochoa, Raúl Pinto
Elías, José Fco.
Martínez-Trinidad. Mexican
Internacional Conference on Computer Science, Puebla, Mexico, pp. 82-87
(2005).
Feature Selection
using Typical Testors Applied to Estimation of Stellar Parameters. José Ángel Santos-Gordillo,
Jesús Ariel Carrasco-Ochoa and J. Fco. Martínez-Trinidad, Computación
y Sistemas
8/1
(2004) pp. 15-23.
A Fast
Algorithm to find all the Maximal Frequent Sequences in a Text.
René A. García-Hernández, José Fco. Martínez-Trinidad and Jesús A. Carrasco-Ochoa, Lecture Notes in Computer Science 3287
(2004) pp. 478-486.
Two Floating Search Strategies to Compute the Support
Sets System for ALVOT. López-Espinoza
Erika, Carrasco-Ochoa Jesús A. and J. Fco. Martínez-Trinidad, Lecture Notes in Computer Science 3287
(2004) pp. 677-684.
Feature Selection for Natural Disaster Texts
Classification Using Testors. Jesús
Ariel Carrasco-Ochoa and J. Fco.
Martínez-Trinidad, Lecture Notes in
Computer Science 3177 (2004) pp. 424-429.
Una
Plataforma para el Estudio y Solución de Problemas de Reconocimiento de
Patrones en el Enfoque Lógico-Combinatorio. Salvador
Godoy Calderón, J. Fco.
Martínez Trinidad y Manuel Lazo Cortés. X Convención Internacional y Feria
Informática 2004, ISBN 959-237-117-2 (CD) La Havana Mayo 2004.
A Comparison between Two Fuzzy Clustering Algorithms
for Mixed Features. I. O.
Ayaquica-Martínez and J. Fco.
Martínez-Trinidad, Lecture Notes in Computer Science 2905
(2003) pp. 472-479.
Determination of Similarity Threshold in Clustering
Problems for Large Data Sets.
Guillermo Sánchez Díaz and J. Fco. Martínez-Trinidad, Lecture Notes in Computer Science 2905
(2003) pp. 611-618.
Editing and Training for ALVOT, an Evolutionary
Approach. Jesús Ariel Carrasco-Ochoa and J. Fco. Martínez-Trinidad, Lecture Notes in Computer Science 2690
(2003) pp. 452-456.
A non Classical View of Coverings and its Implications in the
Formalization of Pattern Recognition Problems. S. Godoy-Calderon, J. M. Lazo-Cortés
and J. Fco. Martínez-Trinidad, WSEAS Transactions on Mathematics 1/2 (2003) pp. 60-66.
A new Method to Determine a Similarity Threshold in Clustering Problems. G. Sánchez-Díaz, J. Fco. Martínez-Trinidad
and J. Waissman-Vilanova, WSEAS Transactions on Computers 1/2 (2003) pp. 191-196.
Combining
Evolutionary Techniques to Improve ALVOT Efficiency. Jesús Ariel Carrasco-Ochoa and J. Fco. Martínez-Trinidad, WSEAS Transactions on Systems 4/2 (2003) pp. 1073-1078.
Computing
Fuzzy Φ-Testors using a Genetic Algorithm. José Ángel Santos-Gordillo,
Jesús Ariel Carrasco-Ochoa and J. Fco. Martínez-Trinidad, WSEAS
Transactions on Systems 4/2 (2003) pp. 1068-1072.
Selección
del Sistema de Conjuntos de Apoyo para ALVOT usando Búsqueda Secuencial
Flotante.
Erika Danaé López Espinoza, Jesús A. Carrasco-Ochoa and J. Fco. Martínez-Trinidad. XII
Congreso Internacional de Computación. México, D. F. pp. 152-156,
(2003).
RGC: A new
Conceptual Clustering Algorithm for Mixed Incomplete Data Sets. Aurora Pons-Porrata José Ruiz-Shulcloper and J. Fco. Martínez-Trinidad, Mathematical and Computer Modelling (2002)
36/(11-13) pp. 1375-1385.
C-means
Algorithm with Similarity Functions. J. Fco. Martínez-Trinidad, Javier
Raymundo García-Serrano and I. O. Ayaquica-Martínez, Computación
y Sistemas
5/4
(2002) pp. 241-246.
Genetic Algorithm to Compute Fuzzy FS-Testors. J. Fco.
Martínez-Trinidad, G. Sánchez Díaz and B.
Rugerio. WSEAS Transactions on Systems 1/2 (2002) pp. 267-272.
Comparative Analysis of Feature Selection using
Typical Testors Applied to Stellar Parameter Estimation. J. Ángel Santos Gordillo, Jesús
A. Carrasco-Ochoa and J. Fco. Martínez-Trinidad. XI International Symposium of Computing, Mexico,
D.F., pp. 243-253, (2002).
LCARS a Specification Language for Pattern Recognition
Problems in the Logical Combinatorial Approach. Salvador
Godoy-Calderón, J. Fco.
Martínez-Trinidad and Manuel Lazo Cortés. VII Iberoamerican Conference on Pattern Recognition.
México, D. F. pp. 289-300, (2002).
Combining Evolution Techniques to Estimate Features’ Weights and the Support Sets System for ALVOT. Jesús A. Carrasco-Ochoa and J. Fco. Martínez-Trinidad.
VII Iberoamerican Conference on Pattern Recognition. México, D. F. pp.
277-287, (2002).
Genetic Approach to Support Sets System Estimation for
ALVOT. Jesús A. Carrasco-Ochoa and J. Fco. Martínez-Trinidad. IASTED International Conference on Artificial
Intelligence and Applications 2002. pp. 364-368 (2002).
Tools for
Conceptual Structuralization of Spaces. J. Fco.
Martínez-Trinidad, Computación y Sistemas 4/3 (2001) pp. 270-275.
The Logical
Combinatorial Approach to Pattern Recognition an Overview through Selected
Works. J. Fco. Martínez-Trinidad,
A. Guzman-Arenas. Pattern Recognition Journal 34/4
(2001) pp. 1-11.
Fuzzy
Clustering of Semantic Spaces. J. Fco. Martínez-Trinidad,
J. Ruiz-Shulcloper. Pattern Recognition Journal 34/4
(2001) pp. 43-53.
LC a
Conceptual Clustering Algorithm. J. Fco. Martínez-Trinidad and Guillermo Sánchez
Díaz, Lecture Notes in Artificial Intelligence 2123 (2001) pp. 117-127.
Un Algoritmo
Difuso de Clasificación no Supervisada Restringida. Irene O.
Ayaquica-Martínez and J. Fco.
Martínez-Trinidad. VI Iberoamerican Workshop on Pattern
Recognition. México, D.F., pp. 204-216, (2001).
Algoritmo
Difuso de Clasificación no Supervisada para Agrupar Datos Mezclados. Irene O.
Ayaquica-Martínez and J. Fco.
Martínez-Trinidad. 3er Congreso Internacional en Sistemas
Computacionales. On CD, Veracruz,
México (2001).
Fuzzy C-means Algorithm to Analyze Mixed Data. Irene O. Ayaquica-Martínez and J. Fco. Martínez-Trinidad. The 6th Iberoamerican Symposium on Pattern
Recognition. Florianópolis, Brazil, pp. 27-33 (2001).
Fuzzy C-means: a Version to Analyze Mixed Data. Irene O. Ayaquica-Martínez and J. Fco. Martínez-Trinidad.
Third Mexican International Conference on Computer Science. Aguascalientes,
México, pp. 633-641 (2001).
A tool to
Discover the Main Themes in a Spanish or English Document. J. Fco.
Martínez-Trinidad, B. Beltrán Martínez, and J.
Ruiz-Shulcloper. Expert Systems with Applications Journal 19/4
(2000) pp. 319-327.
Structuralization
of Universes. J.Fco. Martínez-Trinidad, J.
Ruiz-Shulcloper, M Lazo Cortés. Fuzzy Sets and Systems 112/3 (2000) pp. 485-500.
Discovering Differences in Patients with Uveitis
through Typical Testors by Class. J. Fco. Martínez-Trinidad, Miriam Velasco-Sánchez,
and E. Contreras-Arevalo, Lecture Notes in Artificial Intelligence series
(2000) 1910 pp. 524-529.
Refunion-Generalization-Conceptual Clustering
Algorithm. Aurora Pons-Porrata, José
Ruiz-Shulcloper and J. Fco.
Martínez-Trinidad. 5th Iberoamerican
Symposium on Pattern Recognition. Lisbon, Portugal, pp. 679-690 (2000).
Feature Selection for Classification of Patients with
Uveitis. J. Fco.
Martínez-Trinidad, Miriam Velasco-Sánchez, and E.
Contreras-Arevalo. 5th Iberoamerican
Symposium on Pattern Recognition. Lisbon, Portugal, pp. 459-466 (2000).
Contribution
in “Selected Works 1999. Adolfo
Guzmán Arenas and F. Rolando Menchaca García. ISBN 970-18-4250-2. With the paper “The logic combinatorial approach to Pattern
Recognition, an overview through selected works”.
J. Fco. Martínez-Trinidad
and Adolfo Guzmán Arenas. pp. 133-145. (2000).
Extension to c-means Algorithm for the Use of
Similarity Functions. Javier R.
García Serrano and J. Fco.
Martínez-Trinidad, Lecture Notes in Artificial
Intelligence 1704 (1999) pp. 354-359.
LC-conceptual Algorithm: Characterization using
Typical Testors by Class. J. Fco. Martínez-Trinidad
and J. Ruiz Shulcloper. In Proc. of the 7th European Congr. on Fuzzy and Intelligent
Technologies Proceedings. Aachen,
Alemania (1999).
Algoritmo
C-means: Extensión al Caso Duro, para el uso de Funciones de Similaridad. Javier R.
García Serrano and J. Fco.
Martínez-Trinidad. IV Iberoamerican Symposium on Pattern
Recognition. Havana, Cuba, pp. 317-326 (1999).
Algoritmo
LC-conceptual Duro.
J. Fco. Martínez-Trinidad
and J. Ruiz Shulcloper. IV Iberoamerican Symposium on Pattern Recognition.
Havana, Cuba, pp. 195-206 (1999).
Clasificadores
no Supervisados basados en el Reconocimiento Lógico Combinatorio de
Patrones.
J. Fco. Martínez-Trinidad.
Primer Foro “Computación de la Teoría a la Práctica”.
México D.F. pp.115-126 (1999).
Algoritmo
LC-Conceptual: Una Mejora de la Etapa Intencional Utilizando Reglas de
Generalización.
J. Fco. Martínez-Trinidad,
J. Ruiz Shulcloper and Aurora Pons Porrata. Taller de Inteligencia Artificial
TAINA’99. México D.F. pp.179-188 (1999).
Contribution in “Selected Works
1997-1998”. Editors Alvaro de Albornoz Bueno et al. ISBN 970-18-3427-5. With the paper “Structuralization of Universes”. J. Fco.
Martínez-Trinidad, J. Ruiz-Shulcloper, M Lazo Cortés.
pp. 260-288. (1999).
Contribution in “Selected Works
1997-1998”. Editors Alvaro de Albornoz Bueno et al. ISBN
970-18-3427-5.With the paper “Bases conceptuales para una Teoría
de Objetos Simbólicos”. J. Ruiz Shulcloper, M. Chac, J. Fco. Martínez-Trinidad
pp. 416-426. (1999).
CLASITEX+: A Tool for Knowledge Discovery from Texts. J. Fco. Martínez-Trinidad, Beatriz Beltrán
Martínez, Adolfo Guzmán Arenas and J. Ruiz-Shulcloper, Lecture
Notes in Artificial Intelligence series (1998) 1510 pp. 459-467.
Fuzzy LC
Conceptual Algorithm.
J. Fco. Martínez-Trinidad
and J. Ruiz Shulcloper. The 6th
European Congr. on Fuzzy and Intelligent Technologies Proceedings. Aachen,
Alemania, pp. 20-24 (1998).
Una Nueva
Medida de Similaridad para Árboles de Conceptos. J. Fco. Martínez-Trinidad,
Beatriz Beltrán Martínez y J. Ruiz-Shulcloper. III Iberoamerican Workshop on Pattern Recognition.
México, D.F., pp. 219-227 (1998).
CLASITEX+:
una Herramienta para el Análisis de Textos. Beatriz
Beltrán Martínez, Adolfo Guzmán Arenas, J. Fco. Martínez-Trinidad and J. Ruiz-Shulcloper. III Iberoamerican Workshop on
Pattern Recognition. México,
D.F., pp. 369-379 (1998).
Bases
Conceptuales para una Teoría de Objetos Simbólicos. J. Ruiz
Shulcloper, M. Chac, J. Fco.
Martínez-Trinidad, Computación y
Sistemas
1/1 (1997) pp.13-20.
Algoritmo LC
Conceptual para el Agrupamiento de Objetos. J. Fco. Martínez-Trinidad y J. Ruiz Shulcloper. International Symposium of Computing, México,
D.F., pp. 411-418 (1997).
Cluster Analysis in Conceptual Spaces. J. Ruiz Shulcloper, Martín G. Chac
Kantún and J. Fco.
Martínez-Trinidad. The 9th International Conference on
Systems Research Informatics and Cybernetics. Baden-Baden, Alemania, to appear.
(1997).
Fuzzy Conceptual Clustering. J. Fco. Martínez-Trinidad, J. Ruiz Shulcloper. The 5th European Congr. on Fuzzy and Intelligent
Technologies Proceedings. Aachen,
Alemania, pp. 1852-1857 (1997).
Un Modelo
de Estructuración Conceptual, J. Fco. Martínez-Trinidad and J. Ruiz Shulcloper. II Iberoamerican Workshop on Pattern Recognition.
Havana, Cuba, pp. 113-123 (1997).
A new Approach to Differential Diagnosis of Diseases. Martha Ortiz, J. Fco. Martínez-Trinidad and José Ruiz
Shulcloper. International Journal of Bio-Medical Computing 40/3
(1996) pp. 179-185.
Acerca de
una Teoría de los Objetos Simbólicos. J. Ruiz Shulcloper, Martín G. Chac
Kantún and J. Fco. Martínez-Trinidad. International Symposium of
Computing, México, D.F., pp. 137-145 (1996).
Criterios
Agrupacionales no Clásicos para la Estructuración de Universos. J. Fco. Martínez-Trinidad,
J. Ruiz Shulcloper y M. Lazo Cortés. International Symposium of Computing, México, D.F., pp. 251-270
(1996).
Data Analysis between Sets of Objects. J. Ruiz Shulcloper, Martín G. Chac
Kantún and J. Fco.
Martínez-Trinidad. The 8th International Conference on
Systems Research Informatics and Cybernetics. Baden-Baden, Alemania, pp.
81-85, (1996).
Fuzzy
Semantic Clustering.
J. Fco. Martínez-Trinidad,
J. Ruiz Shulcloper. The 4th European
Congr. on Fuzzy and Intelligent Technologies Proceedings. Aachen,
Alemania, pp. 1397-1401, (1996).