JCR Publications
1. 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
2. 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
3. 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
--- Saúl Solorio-Fernández, José
Fco. Martínez-Trinidad,
and Jesús A. Carrasco-Ochoa
--- Pattern
Recognition Letters 138
(2020) 321-328
5. MinReduct: a new algorithm for computing the shortest reducts
---
Vladímir Rodríguez-Diez, José Fco. Martínez-Trinidad, Jesús A. Carrasco-Ochoab, Manuel S. Lazo-Cortés, J. Arturo
Olvera-López
--- Pattern Recognition
Letters 138 (2020) 177-184
---
Ignacio Hernández-Bautista, J.A. Carrasco-Ochoa, José
Fco. Martínez-Trinidad, José Juan Carbajal-Hernández
--- The
Visual Computer (2020)
7. 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 (2020) 138
(2020) 8-15
8. 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)
9. 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)
10. 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)
11. 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)
12. Deep Learning: Current
State
--- J.
Salas, Vidal, F. de Barros, José Fco.
Martínez-Trinidad
---
IEEE Latin America Transactions 17(12),
1925-1945 (2019)
13. 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 (2019)
7 (2019) 82809-82816
14. 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) pp 60411-60427
15. 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
16. 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
17. 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
18. 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
19. 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
20. A Review of
Conceptual Clustering Algorithms
---
Airel Pérez-Suárez, José
Fco. Martínez-Trinidad, Jesús A.
Carrasco-Ochoa, José E. Medina-Pagola
--- Artificial
Intelligence Review 52(2) (2019) 1267-1296
21. Editorial of Special Issue MCPR 2016
in Volume 32(1) IJPRAI
---
José Fco. Martínez-Trinidad,
Jesús Ariel Carrasco Ochoa, Víctor Ayala-Ramírez and
José Arturo Olvera-Lopez
---
International Journal of Pattern Recognition and Artificial Intelligence 32/1 (2018) 1-5
22. 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) 1-28
23. 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
24. Accurate and Fast Prototype Selection
based on the notion of Relevant and Border Prototypes
---
José Arturo Olvera-López, Jesús Ariel Carrasco Ochoa and José Fco.
Martínez-Trinidad
--- Journal
of Intelligent & Fuzzy Systems 34/5 (2018) 2923-2934
25. 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
---
Ansel Yoan
Rodríguez-González, Fernando Lezama, Carlos A. Iglesias-Alvarez,
José
Fco. Martínez-Trinidad, J. A. Carrasco-Ochoa, Enrique Muñoz
de Cote
--- Expert
Systems with Applications 95 (2018)
271-283
27. 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
28. Editorial of Special Issue MCPR 2015 in Volume 21(3)
---
A. Famili, José
Fco. Martínez-Trinidad,
Jesús Ariel Carrasco-Ochoa, José Arturo Olvera-López, and
Juan Humberto Sossa-Azuela
---
Intelligent Data Analysis 21/3 (2017) 463-465
29. 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
---
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
31. 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
--- International
Journal of Pattern Recognition and Artificial Intelligence DYNA 92/2
(2017) 143
32. 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
33. 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
34. 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
35. 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
36. 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
37. 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
---
Octavio Loyola-González, , José Fco.
Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa and Milton
García-Borroto
--- Neurocomputing 175
(2016) 935–947
39. Special Issue Section: Pattern Recognition Applications in Computer
Vision and Image Analysis
---
Octavio Loyola-González, , José Fco.
Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa and Milton
García-Borroto
--- Neurocomputing 175 (2016) 835–837
40. 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
41. 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
42. A New 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
43. 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
44. 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
45. 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)
46. 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
--- R. Hernández-León;Jesús A. Carrasco-Ochoa, José Fco. Martínez-Trinidad, and J. Hernández-Palancar
--- Intelligent
Data Analysis 18/Suplement 6, S89-S100, (2014)
48. 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)
49. 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
50. 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
--- Kim L. Boyer, José Fco. Martínez-Trinidad,
and J. Ariel Carrasco-Ochoa
--- Pattern
Recognition Letters 41 (2014) 1-2
52. 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
53. 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
54. Mining Frequent Patterns and Association Rules using Similarities
--- Ansel Yoan
Rodríguez-González, J. Fco.
Martínez-Trinidad, J. A. Carrasco-Ochoa, José Ruiz-Shulcloper
--- Expert
Systems with Applications 40/17
(2013), pp. 6823–6836
55. Special Issue: 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
56. 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
57. 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
58. Instance Rank Based on Borders for Instance Selection
--- Pablo Hernandez-Leal, J. Ariel Carrasco-Ochoa, José. Fco. Martínez-Trinidad, J. Arturo Olvera-López
--- Pattern
Recognition Journal 46 (2013)
365–375
59. 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
---
José Juan Carbajal-Hernández, Jesús A. Carrasco-Ochoa,
Luis P. Sánchez-Fernández and José Fco.
Martínez-Trinidad
--- Atmospheric
Environment 60 (2012) 37-50
61. Immediate Water Quality Assessment in Shrimp Culture using Fuzzy
Inference Systems
--- José Juan Carbajal-Hernándeza,
Luis P. Sánchez-Fernández, Jesús A. Carrasco-Ochoa, José
Fco. Martínez-Trinidad
--- Expert
Systems with Applications 39/12 (2012) 10571-10582
62. 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
63. 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
64. Hardware-Software
Platform for Computing Irreducible Testors
---
Alejandro Rojas, René Cumplido, J. Ariel Carrasco-Ochoa, Claudia Feregrino, J. Fco. Martínez-Trinidad
--- Expert
Systems with Applications 39/2
(2012) 2203-2210
65. 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 38/11
(2011) 14290-14300
66. 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
67. 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
68. 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
69. 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
70. A review of Instance Selection Methods
--- J. A.
Olvera-López, J. A. Carrasco-Ochoa J. Fco. Martínez-Trinidad and J.
Kittler
--- Artificial
Intelligence Review 34/2
(2010) 133-143
--- Milton
García-Borroto, José Fco. Martínez-Trinidad, Jesús Ariel
Carrasco-Ochoa, Miguel Ángel Medina-Pérez, José Ruiz-Shulcloper
--- Pattern
Recognition Journal 43/9
(2010) 3025-30-34
72. 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
73. 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
74. 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
75. 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
76. 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
77. 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 36/(11-13)
(2002) pp 1375-1385
78. The Logical
Combinatorial Approach to Pattern Recognition an Overview through Selected
Works
--- J. Fco.
Martínez-Trinidad and A. Guzman-Arenas
--- Pattern
Recognition Journal 34/4 (2001) pp. 1-11
79. Fuzzy
Clustering of Semantic Spaces
--- J. Fco.
Martínez-Trinidad and J. Ruiz-Shulcloper
--- Pattern
Recognition Journal 34/4 (2001) pp. 43-53
80. 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
81. Structuralization of Universes
--- J.Fco. Martínez-Trinidad,
J. Ruiz-Shulcloper, M Lazo
Cortés
--- Fuzzy
Sets and Systems 112/3 (2000) pp. 485-500
82. 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