Closed and Maximal Patterns on Dissimilarity-Based Graph Embedding for Supervised Classification.

José Fco. Martínez-Trinidad José Francisco Martínez Trinidad National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico http://ccc.inaoep.mx/~fmartine/ https://scholar.google.com/citations?user=l2OsFsQAAAAJ https://orcid.org/0000-0001-7973-9075 https://www.wikidata.org/entity/Q60914782

Daybelis Jaramillo-Olivares Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Closed and Maximal Patterns on Dissimilarity-Based Graph Embedding for Supervised Classification. 2026 30 Computación y Sistemas (CyS) 1 https://www.cys.cic.ipn.mx/index.php/CyS/article/view/6306 db/journals/cys/cys30.html#JaramilloOlivaresCM26 streams/journals/cys

Adrián Pastor López-Monroy Alejandro Rosales-Pérez José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Thematic Section:Advances in Pattern Recognition. 2026 30 Computación y Sistemas (CyS) 1 https://www.cys.cic.ipn.mx/index.php/CyS/article/view/6327 db/journals/cys/cys30.html#LopezMonroyROCT26 streams/journals/cys

Adrián J. Ramírez-Díaz José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Empirical Comparison of Scalability Strategies in Density-based Clustering Algorithms for Large Datasets. 2026 30 Computación y Sistemas (CyS) 1 https://www.cys.cic.ipn.mx/index.php/CyS/article/view/6307 db/journals/cys/cys30.html#RamirezDiazMC26 streams/journals/cys

Francisco David Camacho-Gonzalez Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Algorithm for computing all Goldman's fuzzy reducts. 109747 2026 530 Fuzzy Sets Syst. https://doi.org/10.1016/j.fss.2025.109747 db/journals/fss/fss530.html#CamachoGonzalezCT26 streams/journals/fss

Adrián J. Ramírez-Díaz José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Clustering Algorithms for Density Variations: An Empirical Comparison. MCPR 2026 68-78 conf/mcpr2/2026 https://doi.org/10.1007/978-3-032-28393-1_7 db/conf/mcpr2/mcpr2026.html#RamirezDiazMC26 streams/conf/mcpr2 Daybelis Jaramillo-Olivares Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Dissimilarity-Based Graph Embedding via Local and Global Approximate Graph Patterns. MCPR 2026 79-90 conf/mcpr2/2026 https://doi.org/10.1007/978-3-032-28393-1_8 db/conf/mcpr2/mcpr2026.html#JaramilloOlivaresCM26 streams/conf/mcpr2

Efrén Mezura-Montes Héctor-Gabriel Acosta-Mesa José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Editorial for Thematic Section: Advances in Pattern Recognition. 201-203 2025 29 Computación y Sistemas (CyS) 1 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/5868 db/journals/cys/cys29.html#MezuraMontesAOCT25 streams/journals/cys

Yanir González-Díaz Manuel S. Lazo-Cortés José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa RCC-MAS: a new algorithm for computing all rough-set-constructs. 168 2025 August 114 Mach. Learn. 8 https://doi.org/10.1007/s10994-025-06786-1 db/journals/ml/ml114.html#GonzalezDiazLMC25 streams/journals/ml

Lourdes Beatriz Cajica-Maceda Perla Noemí Mendez-Zavaleta Hugo Jair Escalante Balderas Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Node-weighted Graph Convolutional Network for Alzheimer's Dementia Detection from Transcribed Clinical Interviews with Data Augmentation. 133-141 2025 154 Res. Comput. Sci. 10 https://rcs.cic.ipn.mx/2025_154_10/Node-weighted%20Graph%20Convolutional%20Network%20for%20Alzheimer_s%20Dementia%20Detection.pdf db/journals/rcs/rcs154.html#Cajica-MacedaMB25

Eduardo V. Pérez-Hernández Margarita Aviña-Corral Zaida Adriana Gárate-Cahuantzi Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Alejandro A. Torres-García Intersubject Variability in Classification Models for Brain-Computer Interfaces. 143-154 2025 154 Res. Comput. Sci. 10 https://rcs.cic.ipn.mx/2025_154_10/Intersubject%20Variability%20in%20Classification%20Models%20for%20Brain-Computer%20Interfaces.pdf db/journals/rcs/rcs154.html#Perez-Hernandez25

Adrián J. Ramírez-Díaz José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Empirical Comparison of Density-Based Clustering Algorithms for Large Datasets. 46-55 2025 MCPR https://doi.org/10.1007/978-3-031-96255-4_5 conf/mcpr2/2025 db/conf/mcpr2/mcpr2025.html#RamirezDiazMC25 streams/conf/mcpr2 Daybelis Jaramillo-Olivares Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Exact Versus Approximate Patterns in Dissimilarity-Based Graph Embedding for Supervised Classification. 56-67 2025 MCPR https://doi.org/10.1007/978-3-031-96255-4_6 conf/mcpr2/2025 db/conf/mcpr2/mcpr2025.html#JaramilloOlivaresCM25 streams/conf/mcpr2 Adrián Pastor López-Monroy Alejandro Rosales-Pérez Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Pattern Recognition - 17th Mexican Conference, MCPR 2025, Guanajuato, Mexico, June 25-28, 2025, Proceedings MCPR Springer 2025 Lecture Notes in Computer Science 15715 978-3-031-96254-7 978-3-031-96255-4 https://doi.org/10.1007/978-3-031-96255-4 db/conf/mcpr2/mcpr2025.html

Ansel Y. Rodríguez-González Humberto Pérez Espinosa José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa José Arturo Olvera-López Thematic Section: Advances in Pattern Recognition. 2024 28 Computación y Sistemas (CyS) 1 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/4899 db/journals/cys/cys28.html#GonzalezEMCO24

Eliú Moreno-Ramírez Héctor Anaya-Sánchez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa COVID-19's X-ray images classification: training from scratch or transfer learning? 205-221 2024 7 Int. J. Appl. Pattern Recognit. 3/4 https://doi.org/10.1504/IJAPR.2024.146815 db/journals/ijapr/ijapr7.html#MorenoRamirezAMC24 streams/journals/ijapr

Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Filter unsupervised spectral feature selection method for mixed data based on a new feature correlation measure. 127111 2024 February 571 Neurocomputing https://doi.org/10.1016/j.neucom.2023.127111 db/journals/ijon/ijon571.html#SolorioFernandezCM24

Metztli Ramírez-González Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Dimensionality reduction based on Chi-Square Statistic and Testors for LGBT+phobia Detection. 41-49 2024 153 Res. Comput. Sci. 10 https://rcs.cic.ipn.mx/2024_153_10/Dimensionality%20reduction%20based%20on%20Chi-Square%20Statistic%20and%20Testors%20for%20LGBT_phobia%20Detection.pdf db/journals/rcs/rcs153.html#Ramirez-Gonzalez24

Luz Gahona Castillejos Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Multimodal Misinformation Detection from YouTube Videos Employing on Early and Late Fusion. 67-78 2024 153 Res. Comput. Sci. 10 https://rcs.cic.ipn.mx/2024_153_10/Multimodal%20Misinformation%20Detection%20from%20YouTube%20Videos%20Employing%20on%20Early%20and%20Late%20Fusion.pdf db/journals/rcs/rcs153.html#CastillejosCT24

Yanir González-Díaz José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés Shortest Reducts Versus Shortest Constructs. 53-62 2024 MCPR https://doi.org/10.1007/978-3-031-62836-8_6 conf/mcpr2/2024 db/conf/mcpr2/mcpr2024.html#GonzalezDiazMCL24 Efrén Mezura-Montes Héctor-Gabriel Acosta-Mesa Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Pattern Recognition - 16th Mexican Conference, MCPR 2024, Xalapa, Mexico, June 19-22, 2024, Proceedings MCPR Springer 2024 Lecture Notes in Computer Science 14755 978-3-031-62835-1 978-3-031-62836-8 https://doi.org/10.1007/978-3-031-62836-8 db/conf/mcpr2/mcpr2024.html

Osslan Osiris Vergara-Villegas Vianey Guadalupe Cruz Sánchez Juan Humberto Sossa Azuela Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Thematic Section: Advances in Pattern Recognition. 2023 27 Computación y Sistemas (CyS) 1 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/4565 db/journals/cys/cys27.html#VergaraVillegasSACTO23

Osslan Osiris Vergara-Villegas Vianey Guadalupe Cruz Sánchez Juan Humberto Sossa Azuela Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Special section: Best papers of the 14th Mexican conference on pattern recognition (MCPR) 2022. 266 2023 August 172 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2023.05.027 db/journals/prl/prl172.html#VergaraVillegasSACTO23

Ansel Yoan Rodríguez-González Humberto Pérez Espinosa José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Arturo Olvera-López Pattern Recognition - 15th Mexican Conference, MCPR 2023, Tepic, Mexico, June 21-24, 2023, Proceedings MCPR Springer 2023 Lecture Notes in Computer Science 13902 978-3-031-33782-6 978-3-031-33783-3 https://doi.org/10.1007/978-3-031-33783-3 db/conf/mcpr2/mcpr2023.html

Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad A survey on feature selection methods for mixed data. 2821-2846 2022 55 Artif. Intell. Rev. 4 https://doi.org/10.1007/s10462-021-10072-6 db/journals/air/air55.html#Solorio-Fernandez22

Laura Alejandra Pinilla-Buitrago José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Encoding hieroglyph segments to represent hieroglyphs following the bag of visual word model for retrieval. 116983 2022 201 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2022.116983 db/journals/eswa/eswa201.html#Pinilla-Buitrago22

Yanir González-Díaz José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés Algorithm for computing all the shortest reducts based on a new pruning strategy. 113-126 2022 585 Inf. Sci. https://doi.org/10.1016/j.ins.2021.11.037 db/journals/isci/isci585.html#Gonzalez-DiazMC22

Manuel S. Lazo-Cortés José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Ventzeslav Valev Mohammad Amin Shamshiri Adam Krzyzak Taking Advantage of Typical Testor Algorithms for Computing Non-reducible Descriptors. 188-194 2022 ICPRAM https://doi.org/10.5220/0010797300003122 conf/icpram/2022 db/conf/icpram/icpram2022.html#Lazo-CortesMCVS22 Osslan Osiris Vergara-Villegas Vianey Guadalupe Cruz Sánchez Juan Humberto Sossa Azuela Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Pattern Recognition - 14th Mexican Conference, MCPR 2022, Ciudad Juárez, Mexico, June 22-25, 2022, Proceedings MCPR Springer 2022 Lecture Notes in Computer Science 13264 978-3-031-07749-4 978-3-031-07750-0 https://doi.org/10.1007/978-3-031-07750-0 db/conf/mcpr2/mcpr2022.html

Víctor A. Briones-Segovia Víctor Jiménez-Villar Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad A new oversampling method in the string space. 115428 2021 183 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115428 db/journals/eswa/eswa183.html#Briones-Segovia21

José Arturo Olvera-López Joaquín Salas Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Sudeep Sarkar Virtual special issue on novel data-representation and classification techniques. 1-2 2021 142 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.12.002 db/journals/prl/prl142.html#Olvera-LopezSCM21

Ignacio Hernández-Bautista Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Juan Carbajal Hernández Automatic filter coefficient calculation in lifting scheme wavelet transform for lossless image compression. 957-972 2021 37 Vis. Comput. 5 https://doi.org/10.1007/s00371-020-01846-0 db/journals/vc/vc37.html#Hernandez-Bautista21

Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Unsupervised Feature Selection Methodology for Analysis of Bacterial Taxonomy Profiles. 47-56 2021 MCPR https://doi.org/10.1007/978-3-030-77004-4_5 conf/mcpr2/2021 db/conf/mcpr2/mcpr2021.html#Solorio-Fernandez21 Vladimir Rodríguez-Diez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés J. Arturo Olvera-López A Comparative Study of Two Algorithms for Computing the Shortest Reducts: MiLIT and MinReduct. 57-67 2021 MCPR https://doi.org/10.1007/978-3-030-77004-4_6 conf/mcpr2/2021 db/conf/mcpr2/mcpr2021.html#Rodriguez-DiezM21 Fredy Rodríguez Torres Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Experimental Comparison of Oversampling Methods for Mixed Datasets. 78-88 2021 MCPR https://doi.org/10.1007/978-3-030-77004-4_8 conf/mcpr2/2021 db/conf/mcpr2/mcpr2021.html#TorresCM21 Edgar Roman-Rangel Ángel Fernando Kuri Morales José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Arturo Olvera-López Pattern Recognition - 13th Mexican Conference, MCPR 2021, Mexico City, Mexico, June 23-26, 2021, Proceedings MCPR Springer 2021 Lecture Notes in Computer Science 12725 978-3-030-77003-7 978-3-030-77004-4 https://doi.org/10.1007/978-3-030-77004-4 db/conf/mcpr2/mcpr2021.html

Octavio Loyola-González Andrés Eduardo Gutiérrez-Rodríguez Miguel Angel Medina-Pérez Raúl Monroy José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto An Explainable Artificial Intelligence Model for Clustering Numerical Databases. 52370-52384 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2980581 db/journals/access/access8.html#Loyola-Gonzalez20

Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad A review of unsupervised feature selection methods. 907-948 2020 53 Artif. Intell. Rev. 2 https://doi.org/10.1007/s10462-019-09682-y db/journals/air/air53.html#Solorio-Fernandez20

Niusvel Acosta-Mendoza Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Andrés Gago Alonso José Eladio Medina-Pagola Mining clique frequent approximate subgraphs from multi-graph collections. 878-892 2020 50 Appl. Intell. 3 https://doi.org/10.1007/s10489-019-01564-8 https://www.wikidata.org/entity/Q126993041 db/journals/apin/apin50.html#Acosta-MendozaC20

Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad A systematic evaluation of filter Unsupervised Feature Selection methods. 113745 2020 162 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2020.113745 db/journals/eswa/eswa162.html#Solorio-Fernandez20

Beatríz Beltrán Darnes Vilariño José Fco. Martínez-Trinidad José Ariel Carrasco-Ochoa David Pinto 0001 K-means based method for overlapping document clustering. 2127-2135 2020 39 J. Intell. Fuzzy Syst. 2 https://doi.org/10.3233/JIFS-179878 db/journals/jifs/jifs39.html#BeltranVMCP20

Sebastián Bejos Ivan Feliciano-Avelino José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Improved fast partitional clustering algorithm for text clustering. 2137-2145 2020 39 J. Intell. Fuzzy Syst. 2 https://doi.org/10.3233/JIFS-179879 db/journals/jifs/jifs39.html#BejosFMC20

Gretel Bernal-Baró José Francisco Martínez Trinidad Rosa María Valdovinos Rosas Jesús Ariel Carrasco-Ochoa Ansel Y. Rodríguez-González Manuel S. Lazo-Cortés A PSO-based algorithm for mining association rules using a guided exploration strategy. 8-15 2020 138 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.05.006 db/journals/prl/prl138.html#BaroTRCGL20

Vladimir Rodríguez-Diez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés J. Arturo Olvera-López MinReduct: A new algorithm for computing the shortest reducts. 177-184 2020 138 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.07.004 db/journals/prl/prl138.html#Rodriguez-DiezT20

Saúl Solorio-Fernández José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa A Supervised Filter Feature Selection method for mixed data based on Spectral Feature Selection and Information-theory redundancy analysis. 321-328 2020 138 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2020.07.039 db/journals/prl/prl138.html#Solorio-Fernandez20

Manuel S. Lazo-Cortés José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Nelva Nely Almanza Ortega Towards Selecting Reducts for Building Decision Rules for Rule-Based Classifiers. 67-75 2020 MCPR https://doi.org/10.1007/978-3-030-49076-8_7 conf/mcpr2/2020 db/conf/mcpr2/mcpr2020.html#Lazo-CortesMCO20 Karina Mariela Figueroa-Mora Juan Anzurez Marín Jaime Cerdá Jacobo Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Pattern Recognition - 12th Mexican Conference, MCPR 2020, Morelia, Mexico, June 24-27, 2020, Proceedings MCPR Springer 2020 Lecture Notes in Computer Science 12088 978-3-030-49075-1 978-3-030-49076-8 https://doi.org/10.1007/978-3-030-49076-8 db/conf/mcpr2/mcpr2020.html

Octavio Loyola-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto Cost-Sensitive Pattern-Based classification for Class Imbalance problems. 60411-60427 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2913982 https://www.wikidata.org/entity/Q127959572 db/journals/access/access7.html#Loyola-Gonzalez19a

Eduardo Alba-Cabrera Salvador Godoy-Calderón Manuel S. Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa On the Relation Between the Concepts of Irreducible Testor and Minimal Transversal. 82809-82816 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2922231 db/journals/access/access7.html#Alba-CabreraGLT19

Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A review of conceptual clustering algorithms. 1267-1296 2019 52 Artif. Intell. Rev. 2 https://doi.org/10.1007/s10462-018-9627-1 https://www.wikidata.org/entity/Q130088299 db/journals/air/air52.html#SuarezTC19

G. Melendez-Melendez D. Cruz-Paz Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad An improved algorithm for partial clustering. 282-291 2019 121 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2018.12.027 db/journals/eswa/eswa121.html#Melendez-Melendez19

Ansel Y. Rodríguez-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Ruiz-Shulcloper Matías Alvarado-Mentado Frequent similar pattern mining using non Boolean similarity functions. 4931-4944 2019 36 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-179040 db/journals/jifs/jifs36.html#GonzalezTCRA19

Fredy Rodríguez Torres Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Deterministic oversampling methods based on SMOTE. 4945-4955 2019 36 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-179041 https://www.wikidata.org/entity/Q127871279 db/journals/jifs/jifs36.html#TorresCM19

Laura Alejandra Pinilla-Buitrago Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Bag of k-nearest visual words for hieroglyph retrieval. 4981-4990 2019 36 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-179044 https://www.wikidata.org/entity/Q127857018 db/journals/jifs/jifs36.html#Pinilla-Buitrago19

Laura Alejandra Pinilla-Buitrago Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Edgar Roman-Rangel Improved Hieroglyph Representation for Image Retrieval. 13:1-13:15 2019 12 ACM Journal on Computing and Cultural Heritage 2 https://doi.org/10.1145/3284388 https://www.wikidata.org/entity/Q127954402 db/journals/jocch/jocch12.html#Pinilla-Buitrago19

Saúl Solorio-Fernández José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score. 3-13 2019 MCPR https://doi.org/10.1007/978-3-030-21077-9_1 conf/mcpr2/2019 db/conf/mcpr2/mcpr2019.html#Solorio-Fernandez19 Octavio Loyola-González Miguel Angel Medina-Pérez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. 315-326 2019 MCPR https://doi.org/10.1007/978-3-030-21077-9_29 conf/mcpr2/2019 db/conf/mcpr2/mcpr2019.html#Loyola-Gonzalez19 Manuel S. Lazo-Cortés José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa On the Use of Constructs for Rule-Based Classification: A Case Study. 327-335 2019 MCPR https://doi.org/10.1007/978-3-030-21077-9_30 conf/mcpr2/2019 db/conf/mcpr2/mcpr2019.html#Lazo-CortesMC19 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Joaquín Salas Pattern Recognition - 11th Mexican Conference, MCPR 2019, Querétaro, Mexico, June 26-29, 2019, Proceedings MCPR Springer 2019 Lecture Notes in Computer Science 11524 978-3-030-21076-2 978-3-030-21077-9 https://doi.org/10.1007/978-3-030-21077-9 db/conf/mcpr2/mcpr2019.html

Ansel Y. Rodríguez-González Fernando Lezama Carlos A. Iglesias-Alvarez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Enrique Munoz de Cote Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss. 271-283 2018 96 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.12.018 db/journals/eswa/eswa96.html#GonzalezLIMCC18

Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Víctor Ayala-Ramírez José Arturo Olvera-López Editorial. 1802001:1-1802001:5 2018 32 Int. J. Pattern Recognit. Artif. Intell. 1 https://doi.org/10.1142/S0218001418020019 db/journals/ijprai/ijprai32.html#Carrasco-OchoaM18

Marisol Flores-Garrido Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Extensions to AGraP Algorithm for Finding a Reduced Set of Inexact Graph Patterns. 1860012:1-1860012:28 2018 32 Int. J. Pattern Recognit. Artif. Intell. 1 https://doi.org/10.1142/S0218001418600121 db/journals/ijprai/ijprai32.html#Flores-GarridoC18

Vladimir Rodríguez-Diez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés A new algorithm for reduct computation based on gap elimination and attribute contribution. 111-123 2018 435 Inf. Sci. https://doi.org/10.1016/j.ins.2017.12.027 db/journals/isci/isci435.html#Rodriguez-DiezM18

J. Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Accurate and fast prototype selection based on the notion of relevant and border prototypes. 2923-2934 2018 34 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-169478 https://www.wikidata.org/entity/Q129818429 db/journals/jifs/jifs34.html#Olvera-LopezCM18

Arquímides Méndez-Molina Ana Li Oña-García Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Revisiting two-stage feature selection based on coverage policies for text classification. 2949-2957 2018 34 J. Intell. Fuzzy Syst. 5 https://doi.org/10.3233/JIFS-169480 db/journals/jifs/jifs34.html#Mendez-MolinaOC18

Niusvel Acosta-Mendoza Jesús Ariel Carrasco-Ochoa Andrés Gago Alonso José Francisco Martínez Trinidad José Eladio Medina-Pagola Multi-graph Frequent Approximate Subgraph Mining for Image Clustering. 133-140 2018 IWAIPR https://doi.org/10.1007/978-3-030-01132-1_15 conf/iwaipr/2018 db/conf/iwaipr/iwaipr2018.html#Acosta-MendozaC18 Manuel S. Lazo-Cortés José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Class-Specific Reducts vs. Classic Reducts in a Rule-Based Classifier: A Case Study. 23-30 2018 MCPR https://doi.org/10.1007/978-3-319-92198-3_3 conf/mcpr2/2018 db/conf/mcpr2/mcpr2018.html#Lazo-CortesMC18 Vladimir Rodríguez-Diez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés The Impact of Basic Matrix Dimension on the Performance of Algorithms for Computing Typical Testors. 41-50 2018 MCPR https://doi.org/10.1007/978-3-319-92198-3_5 conf/mcpr2/2018 db/conf/mcpr2/mcpr2018.html#Rodriguez-DiezM18 Niusvel Acosta-Mendoza Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Andrés Gago Alonso José Eladio Medina-Pagola Image Clustering Based on Frequent Approximate Subgraph Mining. 189-198 2018 MCPR https://doi.org/10.1007/978-3-319-92198-3_19 conf/mcpr2/2018 db/conf/mcpr2/mcpr2018.html#Acosta-MendozaC18 Laura Alejandra Pinilla-Buitrago Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Including Foreground and Background Information in Maya Hieroglyph Representation. 238-247 2018 MCPR https://doi.org/10.1007/978-3-319-92198-3_24 conf/mcpr2/2018 db/conf/mcpr2/mcpr2018.html#Pinilla-Buitrago18 Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Ranking Based Unsupervised Feature Selection Methods: An Empirical Comparative Study in High Dimensional Datasets. 205-218 2018 MICAI (1) https://doi.org/10.1007/978-3-030-04491-6_16 conf/micai/2018-1 db/conf/micai/micai2018-1.html#Solorio-Fernandez18 José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Arturo Olvera-López Sudeep Sarkar Pattern Recognition - 10th Mexican Conference, MCPR 2018, Puebla, Mexico, June 27-30, 2018, Proceedings MCPR Springer 2018 Lecture Notes in Computer Science 10880 978-3-319-92197-6 978-3-319-92198-3 https://doi.org/10.1007/978-3-319-92198-3 db/conf/mcpr2/mcpr2018.html

Milton García-Borroto Octavio Loyola-González José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Evaluation of quality measures for contrast patterns by using unseen objects. 104-113 2017 83 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2017.04.038 db/journals/eswa/eswa83.html#Garcia-BorrotoL17

Niusvel Acosta-Mendoza Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad José Eladio Medina-Pagola Extension of Canonical Adjacency Matrices for Frequent Approximate Subgraph Mining on Multi-Graph Collections. 1750025:1-1750025:25 2017 31 Int. J. Pattern Recognit. Artif. Intell. 8 https://doi.org/10.1142/S0218001417500252 db/journals/ijprai/ijprai31.html#Acosta-MendozaG17

Octavio Loyola-González Miguel Angel Medina-Pérez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Raúl Monroy Milton García-Borroto PBC4cip: A new contrast pattern-based classifier for class imbalance problems. 100-109 2017 115 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2016.10.018 db/journals/kbs/kbs115.html#Loyola-Gonzalez17

Saúl Solorio-Fernández José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach. 314-326 2017 72 Pattern Recognit. https://doi.org/10.1016/j.patcog.2017.07.020 db/journals/pr/pr72.html#Solorio-Fernandez17

Niusvel Acosta-Mendoza Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Eladio Medina-Pagola Mining Generalized Closed Patterns from Multi-graph Collections. 10-18 2017 CIARP https://doi.org/10.1007/978-3-319-75193-1_2 conf/ciarp/2017 db/conf/ciarp/ciarp2017.html#Acosta-MendozaA17 Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés José Fco. Martínez-Trinidad An Algorithm for Computing Goldman Fuzzy Reducts. 3-12 2017 MCPR https://doi.org/10.1007/978-3-319-59226-8_1 conf/mcpr2/2017 db/conf/mcpr2/mcpr2017.html#Carrasco-OchoaL17 Octavio Loyola-González José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto A Novel Contrast Pattern Selection Method for Class Imbalance Problems. 42-52 2017 MCPR https://doi.org/10.1007/978-3-319-59226-8_5 conf/mcpr2/2017 db/conf/mcpr2/mcpr2017.html#Loyola-Gonzalez17 Vladimir Rodríguez-Diez José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Manuel S. Lazo-Cortés Fast-BR vs. Fast-CT_EXT: An Empirical Performance Study. 127-136 2017 MCPR https://doi.org/10.1007/978-3-319-59226-8_13 conf/mcpr2/2017 db/conf/mcpr2/mcpr2017.html#Rodriguez-DiezM17 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Pattern Recognition - 9th Mexican Conference, MCPR 2017, Huatulco, Mexico, June 21-24, 2017, Proceedings MCPR Springer 2017 Lecture Notes in Computer Science 10267 978-3-319-59225-1 978-3-319-59226-8 https://doi.org/10.1007/978-3-319-59226-8 db/conf/mcpr2/mcpr2017.html

Niusvel Acosta-Mendoza Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Eladio Medina-Pagola Improving graph-based image classification by using emerging patterns as attributes. 215-225 2016 50 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2016.01.030 db/journals/eaai/eaai50.html#Acosta-MendozaA16

Manuel S. Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz A new algorithm for computing reducts based on the binary discernibility matrix. 317-337 2016 20 Intell. Data Anal. 2 https://doi.org/10.3233/IDA-160807 db/journals/ida/ida20.html#CortesTCS16

Ching Y. Suen José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Arturo Olvera-López Editorial Special Issue MCPR 2014: Advances in pattern recognition methodologies and applications. 835-837 2016 175 Neurocomputing https://doi.org/10.1016/j.neucom.2015.09.107 db/journals/ijon/ijon175.html#SuenTCO16

Octavio Loyola-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases. 935-947 2016 175 Neurocomputing https://doi.org/10.1016/j.neucom.2015.04.120 db/journals/ijon/ijon175.html#Loyola-Gonzalez16

Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad A new hybrid filter-wrapper feature selection method for clustering based on ranking. 866-880 2016 214 Neurocomputing https://doi.org/10.1016/j.neucom.2016.07.026 db/journals/ijon/ijon214.html#Solorio-Fernandez16

Octavio Loyola-González José Fco. Martínez-Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto Effect of class imbalance on quality measures for contrast patterns: An experimental study. 179-192 2016 374 Inf. Sci. https://doi.org/10.1016/j.ins.2016.09.040 db/journals/isci/isci374.html#Loyola-Gonzalez16

Niusvel Acosta-Mendoza Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Eladio Medina-Pagola A new algorithm for approximate pattern mining in multi-graph collections. 198-207 2016 109 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2016.07.003 https://www.wikidata.org/entity/Q114826515 db/journals/kbs/kbs109.html#Acosta-MendozaA16

Ignacio Hernández-Bautista Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Oscar Camacho Nieto Oleksiy B. Pogrebnyak Adjustment of Wavelet Filters for Image Compression Using Artificial Intelligence. 23-30 2016 53 Polibits https://doi.org/10.17562/PB-53-2 db/journals/polibits/polibits53.html#Hernandez-Bautista16

Víctor Lobato-Ríos Viviana del Rocio Hernandez-Castañon Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Linear model optimizer vs Neural Networks: A comparison for improving the quality and saving of LED-Lighting control systems. 2664-2669 2016 ICPR https://doi.org/10.1109/ICPR.2016.7900037 conf/icpr/2016 db/conf/icpr/icpr2016.html#Lobato-RiosHCT16 Fredy Rodríguez Torres Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad SMOTE-D a Deterministic Version of SMOTE. 177-188 2016 MCPR https://doi.org/10.1007/978-3-319-39393-3_18 conf/mcpr2/2016 db/conf/mcpr2/mcpr2016.html#TorresCT16 Manuel S. Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A Glance to the Goldman's Testors from the Point of View of Rough Set Theory. 189-197 2016 MCPR https://doi.org/10.1007/978-3-319-39393-3_19 conf/mcpr2/2016 db/conf/mcpr2/mcpr2016.html#Lazo-CortesTC16 Octavio Loyola-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Dayton Hernández-Tamayo Milton García-Borroto Detecting Pneumatic Failures on Temporary Immersion Bioreactors. 293-302 2016 MCPR https://doi.org/10.1007/978-3-319-39393-3_29 conf/mcpr2/2016 db/conf/mcpr2/mcpr2016.html#Loyola-Gonzalez16 José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Víctor Ayala-Ramírez José Arturo Olvera-López Xiaoyi Jiang 0001 Pattern Recognition - 8th Mexican Conference, MCPR 2016, Guanajuato, Mexico, June 22-25, 2016. Proceedings MCPR Springer 2016 Lecture Notes in Computer Science 9703 978-3-319-39392-6 https://doi.org/10.1007/978-3-319-39393-3 db/conf/mcpr2/mcpr2016.html

Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Finding the best diversity generation procedures for mining contrast patterns. 4859-4866 2015 42 Expert Syst. Appl. 11 https://doi.org/10.1016/j.eswa.2015.02.028 db/journals/eswa/eswa42.html#Garcia-BorrotoT15

Vladimir Rodríguez-Diez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Manuel Lazo-Cortés Claudia Feregrino-Uribe René Cumplido A fast hardware software platform for computing irreducible testors. 9612-9619 2015 42 Expert Syst. Appl. 24 https://doi.org/10.1016/j.eswa.2015.07.037 https://www.wikidata.org/entity/Q56913194 db/journals/eswa/eswa42.html#Rodriguez-DiezT15

Andrés Eduardo Gutiérrez-Rodríguez José Francisco Martínez Trinidad Milton García-Borroto Jesús Ariel Carrasco-Ochoa Mining patterns for clustering using unsupervised decision trees. 1297-1310 2015 19 Intell. Data Anal. 6 https://doi.org/10.3233/IDA-150783 db/journals/ida/ida19.html#Gutierrez-Rodriguez15

Manuel Sabino Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz On the relation between rough set reducts and typical testors. 152-163 2015 294 Inf. Sci. https://doi.org/10.1016/j.ins.2014.09.045 db/journals/isci/isci294.html#Lazo-CortesTCS15

Marisol Flores-Garrido Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad AGraP: an algorithm for mining frequent patterns in a single graph using inexact matching. 385-406 2015 44 Knowl. Inf. Syst. 2 https://doi.org/10.1007/s10115-014-0747-x https://www.wikidata.org/entity/Q114827309 db/journals/kais/kais44.html#Flores-GarridoC15

Andrés Eduardo Gutiérrez-Rodríguez José Francisco Martínez Trinidad Milton García-Borroto Jesús Ariel Carrasco-Ochoa Mining patterns for clustering on numerical datasets using unsupervised decision trees. 70-79 2015 82 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2015.02.019 db/journals/kbs/kbs82.html#Gutierrez-Rodriguez15

José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Joaquín Salas Rodríguez Gabriella Sanniti di Baja Pattern recognition applications in computer vision and image analysis. 1025-1026 2015 48 Pattern Recognit. 4 https://doi.org/10.1016/j.patcog.2014.10.024 db/journals/pr/pr48.html#TrinidadCRB15

Niusvel Acosta-Mendoza Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Andrés Gago Alonso José Eladio Medina-Pagola A New Method Based on Graph Transformation for FAS Mining in Multi-graph Collections. 13-22 2015 MCPR https://doi.org/10.1007/978-3-319-19264-2_2 conf/mcpr2/2015 db/conf/mcpr2/mcpr2015.html#Acosta-MendozaC15 Argenis A. Aroche-Villarruel José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Airel Pérez Suárez A Different Approach for Pruning Micro-clusters in Data Stream Clustering. 33-43 2015 MCPR https://doi.org/10.1007/978-3-319-19264-2_4 conf/mcpr2/2015 db/conf/mcpr2/mcpr2015.html#Aroche-Villarruel15 Manuel Sabino Lazo-Cortés Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Guillermo Sánchez-Díaz Computing Constructs by Using Typical Testor Algorithms. 44-53 2015 MCPR https://doi.org/10.1007/978-3-319-19264-2_5 conf/mcpr2/2015 db/conf/mcpr2/mcpr2015.html#Lazo-CortesCTS15 Magdiel Jiménez-Guarneros Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Prototype Selection for Graph Embedding Using Instance Selection. 84-92 2015 MCPR https://doi.org/10.1007/978-3-319-19264-2_9 conf/mcpr2/2015 db/conf/mcpr2/mcpr2015.html#Jimenez-Guarneros15 Octavio Loyola-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto Correlation of Resampling Methods for Contrast Pattern Based Classifiers. 93-102 2015 MCPR https://doi.org/10.1007/978-3-319-19264-2_10 conf/mcpr2/2015 db/conf/mcpr2/mcpr2015.html#Loyola-Gonzalez15 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Juan Humberto Sossa Azuela José Arturo Olvera-López Fazel Famili Pattern Recognition - 7th Mexican Conference, MCPR 2015, Mexico City, Mexico, June 24-27, 2015, Proceedings MCPR Springer 2015 Lecture Notes in Computer Science 9116 978-3-319-19263-5 https://doi.org/10.1007/978-3-319-19264-2 db/conf/mcpr2/mcpr2015.html

Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A survey of emerging patterns for supervised classification. 705-721 2014 42 Artif. Intell. Rev. 4 https://doi.org/10.1007/s10462-012-9355-x db/journals/air/air42.html#Garcia-BorrotoMC14

Sheila Esmeralda González-Reyna José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Juan Gabriel Aviña-Cervantes Sergio E. Ledesma-Orozco Applying balancing techniques in traffic sign recognition. 38-42 2014 3 Artif. Intell. Res. 4 https://doi.org/10.5430/air.v3n4p38 db/journals/aires/aires3.html#Gonzalez-ReynaM14

Octavio Loyola-González Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa An empirical comparison among quality measures for pattern based classifiers. S5-S17 2014 18 Intell. Data Anal. Supplement https://doi.org/10.3233/IDA-140705 db/journals/ida/ida18.html#Loyola-Gonzalez14

Raudel Hernández-León Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Hernández-Palancar Combining hybrid rule ordering strategies based on netconf and a novel satisfaction mechanism for CAR-based classifiers. S89-S100 2014 18 Intell. Data Anal. Supplement https://doi.org/10.3233/IDA-140711 db/journals/ida/ida18.html#Hernandez-LeonC14

Marisol Flores-Garrido Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Mining maximal frequent patterns in a single graph using inexact matching. 166-177 2014 66 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2014.04.040 https://www.wikidata.org/entity/Q114826535 db/journals/kbs/kbs66.html#Flores-GarridoCM14

Kim L. Boyer José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Introduction to the special issue on supervised and unsupervised classification techniques and their applications. 1-2 2014 41 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2013.12.002 db/journals/prl/prl41.html#BoyerTC14

Niusvel Acosta-Mendoza Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Andrés Gago Alonso José Eladio Medina-Pagola Representative Pattern Mining in Graph Collections. 3-12 2014 71 Res. Comput. Sci. https://rcs.cic.ipn.mx/2014_71/Representative%20Pattern%20Mining%20in%20Graph%20Collections.pdf db/journals/rcs/rcs71.html#Acosta-MendozaC14

Manuel Sabino Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz Are Reducts and Typical Testors the Same? 294-301 2014 CIARP https://doi.org/10.1007/978-3-319-12568-8_36 conf/ciarp/2014 db/conf/ciarp/ciarp2014.html#Lazo-CortesMCS14 Marisol Flores-Garrido Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Graph Clustering via Inexact Patterns. 391-398 2014 CIARP https://doi.org/10.1007/978-3-319-12568-8_48 conf/ciarp/2014 db/conf/ciarp/ciarp2014.html#Flores-GarridoCT14 Manuel Sabino Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa On Two Definitions of Reduct. 31-40 2014 MCPR https://doi.org/10.1007/978-3-319-07491-7_4 conf/mcpr2/2014 db/conf/mcpr2/mcpr2014.html#Lazo-CortesTC14 Raudel Hernández-León José Hernández-Palancar Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Studying Netconf in Hybrid Rule Ordering Strategies for Associative Classification. 51-60 2014 MCPR https://doi.org/10.1007/978-3-319-07491-7_6 conf/mcpr2/2014 db/conf/mcpr2/mcpr2014.html#Hernandez-LeonPCT14 Argenis A. Aroche-Villarruel Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Airel Pérez Suárez Study of Overlapping Clustering Algorithms Based on Kmeans through FBcubed Metric. 112-121 2014 MCPR https://doi.org/10.1007/978-3-319-07491-7_12 conf/mcpr2/2014 db/conf/mcpr2/mcpr2014.html#Aroche-VillarruelCTOP14 Laura Alejandra Pinilla-Buitrago José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A New Method for Skeleton Pruning. 301-310 2014 MCPR https://doi.org/10.1007/978-3-319-07491-7_31 conf/mcpr2/2014 db/conf/mcpr2/mcpr2014.html#Pinilla-BuitragoTC14 José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Arturo Olvera-López Joaquín Salas Rodríguez Ching Y. Suen Pattern Recognition - 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June 25-28, 2014. Proceedings 2014 Springer Lecture Notes in Computer Science 8495 https://doi.org/10.1007/978-3-319-07491-7 978-3-319-07490-0 MCPR db/conf/mcpr2/mcpr2014.html

Anilu Franco-Arcega Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz José Francisco Martínez Trinidad Clasificadores basados en arboles de decisión para grandes conjuntos de datos. 2013 17 Computación y Sistemas 1 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/1485 db/journals/cys/cys17.html#Franco-ArcegaCST13

Ansel Y. Rodríguez-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Ruiz-Shulcloper Mining frequent patterns and association rules using similarities. 6823-6836 2013 40 Expert Syst. Appl. 17 https://doi.org/10.1016/j.eswa.2013.06.041 db/journals/eswa/eswa40.html#GonzalezTCR13

Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola OClustR: A new graph-based algorithm for overlapping clustering. 234-247 2013 121 Neurocomputing https://doi.org/10.1016/j.neucom.2013.04.025 db/journals/ijon/ijon121.html#SuarezTCM13

Heidy Marisol Marín-Castro Víctor Jesús Sosa Sosa José Francisco Martínez Trinidad Ivan López-Arévalo Automatic discovery of Web Query Interfaces using machine learning techniques. 85-108 2013 40 J. Intell. Inf. Syst. 1 https://doi.org/10.1007/s10844-012-0217-4 db/journals/jiis/jiis40.html#CastroSTL13

Pablo Hernandez-Leal Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López InstanceRank based on borders for instance selection. 365-375 2013 46 Pattern Recognit. 1 https://doi.org/10.1016/j.patcog.2012.07.007 db/journals/pr/pr46.html#Hernandez-LealCTO13

Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola An algorithm based on density and compactness for dynamic overlapping clustering. 3040-3055 2013 46 Pattern Recognit. 11 https://doi.org/10.1016/j.patcog.2013.03.022 db/journals/pr/pr46.html#SuarezTCM13

Edwin R. Hancock José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Advances in pattern recognition methodology and applications. 359-360 2013 34 Pattern Recognit. Lett. 4 https://doi.org/10.1016/j.patrec.2012.11.001 https://www.wikidata.org/entity/Q60430892 db/journals/prl/prl34.html#HancockMC13

Laura Alejandra Pinilla-Buitrago José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa New Penalty Scheme for Optimal Subsequence Bijection. 206-213 2013 CIARP (1) https://doi.org/10.1007/978-3-642-41822-8_26 conf/ciarp/2013-1 db/conf/ciarp/ciarp2013-1.html#Pinilla-BuitragoTC13 Niusvel Acosta-Mendoza Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Eladio Medina-Pagola Feature Space Reduction for Graph-Based Image Classification. 246-253 2013 CIARP (1) https://doi.org/10.1007/978-3-642-41822-8_31 conf/ciarp/2013-1 db/conf/ciarp/ciarp2013-1.html#Acosta-MendozaACTM13 Julio Noe Hernandez Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad An Empirical Study of Oversampling and Undersampling for Instance Selection Methods on Imbalance Datasets. 262-269 2013 CIARP (1) https://doi.org/10.1007/978-3-642-41822-8_33 conf/ciarp/2013-1 db/conf/ciarp/ciarp2013-1.html#HernandezCT13 Manuel Lazo-Cortés José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz Easy Categorization of Attributes in Decision Tables Based on Basic Binary Discernibility Matrix. 302-310 2013 CIARP (1) https://doi.org/10.1007/978-3-642-41822-8_38 conf/ciarp/2013-1 db/conf/ciarp/ciarp2013-1.html#Lazo-CortesTCS13 Milton García-Borroto Octavio Loyola-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Comparing Quality Measures for Contrast Pattern Classifiers. 311-318 2013 CIARP (1) https://doi.org/10.1007/978-3-642-41822-8_39 conf/ciarp/2013-1 db/conf/ciarp/ciarp2013-1.html#Garcia-BorrotoLTC13 Octavio Loyola-González Milton García-Borroto Miguel Angel Medina-Pérez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Guillermo De Ita Luna An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier. 264-273 2013 MCPR https://doi.org/10.1007/978-3-642-38989-4_27 conf/mcpr2/2013 db/conf/mcpr2/mcpr2013.html#Loyola-GonzalezGMTCL13 Miguel Ángel Álvarez-Carmona Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad Combining Techniques to Find the Number of Bins for Discretization. 54-57 2013 SCCC https://doi.org/10.1109/SCCC.2013.11 https://doi.ieeecomputersociety.org/10.1109/SCCC.2013.11 conf/sccc/2013 db/conf/sccc/sccc2013.html#CarmonaCM13 Ricardo Merlo-Galeazzi Jesús Ariel Carrasco-Ochoa José Fco. Martínez-Trinidad José Arturo Olvera-López Information Retrieval Based on a Query Document Using Maximal Frequent Sequences. 58-62 2013 SCCC https://doi.org/10.1109/SCCC.2013.13 https://doi.ieeecomputersociety.org/10.1109/SCCC.2013.13 conf/sccc/2013 db/conf/sccc/sccc2013.html#Merlo-GaleazziC13 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Joaquín Salas Rodríguez Gabriella Sanniti di Baja Pattern Recognition - 5th Mexican Conference, MCPR 2013, Querétaro, Mexico, June 26-29, 2013. Proceedings 2013 Springer Lecture Notes in Computer Science 7914 https://doi.org/10.1007/978-3-642-38989-4 978-3-642-38988-7 MCPR db/conf/mcpr2/mcpr2013.html

Alejandro Rojas René Cumplido Jesús Ariel Carrasco-Ochoa Claudia Feregrino José Francisco Martínez Trinidad Hardware-software platform for computing irreducible testors. 2203-2210 2012 39 Expert Syst. Appl. 2 https://doi.org/10.1016/j.eswa.2011.07.004 db/journals/eswa/eswa39.html#RojasCCFT12

José Juan Carbajal Hernández Luis Pastor Sánchez Fernández Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Immediate water quality assessment in shrimp culture using fuzzy inference systems. 10571-10582 2012 39 Expert Syst. Appl. 12 https://doi.org/10.1016/j.eswa.2012.02.141 db/journals/eswa/eswa39.html#HernandezFCT12

Raudel Hernández-León Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Hernández-Palancar Classification based on specific rules and inexact coverage. 11203-11211 2012 39 Expert Syst. Appl. 12 https://doi.org/10.1016/j.eswa.2012.03.057 db/journals/eswa/eswa39.html#Hernandez-LeonCTP12

Raudel Hernández-León Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Hernández-Palancar CAR-NF: A classifier based on specific rules with high netconf. 49-68 2012 16 Intell. Data Anal. 1 https://doi.org/10.3233/IDA-2011-0510 https://www.wikidata.org/entity/Q129067119 db/journals/ida/ida16.html#Hernandez-LeonCTP12

Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola A dynamic clustering algorithm for building overlapping clusters. 211-232 2012 16 Intell. Data Anal. 2 https://doi.org/10.3233/IDA-2012-0520 https://www.wikidata.org/entity/Q129069112 db/journals/ida/ida16.html#SuarezTCM12

Anilu Franco-Arcega Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz José Francisco Martínez Trinidad Building fast decision trees from large training sets. 649-664 2012 16 Intell. Data Anal. 4 https://doi.org/10.3233/IDA-2012-0542 https://www.wikidata.org/entity/Q129069738 db/journals/ida/ida16.html#Franco-ArcegaCSM12

Miriam Mónica Duarte-Villaseñor Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Marisol Flores-Garrido Nested Dichotomies Based on Clustering. 162-169 2012 CIARP https://doi.org/10.1007/978-3-642-33275-3_20 conf/ciarp/2012 db/conf/ciarp/ciarp2012.html#Duarte-VillasenorCTF12 Raudel Hernández-León José Hernández-Palancar Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad CAR-NF + : An Improved Version of CAR-NF Classifier. 455-462 2012 CIARP https://doi.org/10.1007/978-3-642-33275-3_56 conf/ciarp/2012 db/conf/ciarp/ciarp2012.html#Hernandez-LeonPCT12 José Juan Carbajal Hernández Luis Pastor Sánchez Fernández Luis Alejandro Sánchez-Pérez Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad A Modification of the Lernmatrix for Real Valued Data Processing. 487-494 2012 CIARP https://doi.org/10.1007/978-3-642-33275-3_60 conf/ciarp/2012 db/conf/ciarp/ciarp2012.html#HernandezFPCT12 Saúl Solorio-Fernández José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Yan-Qing Zhang 0001 Hybrid feature selection method for biomedical datasets. 150-155 2012 CIBCB https://doi.org/10.1109/CIBCB.2012.6217224 conf/cibcb/2012 db/conf/cibcb/cibcb2012.html#Solorio-FernandezTCZ12 P. Tecuanhuehue-Vera Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Genetic Algorithm for Multidimensional Scaling over Mixed and Incomplete Data. 226-235 2012 MCPR https://doi.org/10.1007/978-3-642-31149-9_23 conf/mcpr2/2012 db/conf/mcpr2/mcpr2012.html#Tecuanhuehue-VeraCT12 Adrián Pastor López-Monroy Manuel Montes-y-Gómez Luis Villaseñor-Pineda Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad A New Document Author Representation for Authorship Attribution. 283-292 2012 MCPR https://doi.org/10.1007/978-3-642-31149-9_29 conf/mcpr2/2012 db/conf/mcpr2/mcpr2012.html#Lopez-MonroyMPCT12 Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola A New Overlapping Clustering Algorithm Based on Graph Theory. 61-72 2012 MICAI (1) https://doi.org/10.1007/978-3-642-37807-2_6 conf/micai/2012-1 db/conf/micai/micai2012-1.html#SuarezMCM12 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Arturo Olvera-López Kim L. Boyer Pattern Recognition - 4th Mexican Conference, MCPR 2012, Huatulco, Mexico, June 27-30, 2012. Proceedings 7329 2012 Springer Lecture Notes in Computer Science https://doi.org/10.1007/978-3-642-31149-9 978-3-642-31148-2 MCPR db/conf/mcpr2/mcpr2012.html

Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola José Francisco Martínez Trinidad Reducing the Number of Canonical Form Tests for Frequent Subgraph Mining. 2011 15 Computación y Sistemas 2 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/1323 db/journals/cys/cys15.html#AlonsoCMT11

Jesús Ariel Carrasco-Ochoa Humberto Sossa José Francisco Martínez Trinidad Editorial. 2011 15 Computación y Sistemas 2 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/1314 db/journals/cys/cys15.html#Carrasco-OchoaST11

Bárbara B. Pineda-Bautista Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad General framework for class-specific feature selection. 10018-10024 2011 38 Expert Syst. Appl. 8 https://doi.org/10.1016/j.eswa.2011.02.016 db/journals/eswa/eswa38.html#Pineda-BautistaCM11

Anilu Franco-Arcega Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz José Francisco Martínez Trinidad Decision tree induction using a fast splitting attribute selection for large datasets. 14290-14300 2011 38 Expert Syst. Appl. 11 https://doi.org/10.1016/j.eswa.2011.05.087 db/journals/eswa/eswa38.html#Franco-ArcegaCST11

Ansel Y. Rodríguez-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Ruiz-Shulcloper RP-Miner: a relaxed prune algorithm for frequent similar pattern mining. 451-471 2011 27 Knowl. Inf. Syst. 3 https://doi.org/10.1007/s10115-010-0309-9 db/journals/kais/kais27.html#Rodriguez-GonzalezTCR11

Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Fuzzy emerging patterns for classifying hard domains. 473-489 2011 28 Knowl. Inf. Syst. 2 https://doi.org/10.1007/s10115-010-0324-x db/journals/kais/kais28.html#Garcia-BorrotoTC11

José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Cherif Ben-Youssef Brants Edwin Robert Hancock Pattern Recognition - Third Mexican Conference, MCPR 2011, Cancun, Mexico, June 29 - July 2, 2011. Proceedings 6718 2011 https://doi.org/10.1007/978-3-642-21587-2 978-3-642-21586-5 MCPR Lecture Notes in Computer Science Springer db/conf/mcpr2/mcpr2011.html

José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Josef Kittler A review of instance selection methods. 133-143 2010 34 Artif. Intell. Rev. 2 https://doi.org/10.1007/s10462-010-9165-y db/journals/air/air34.html#Olvera-LopezCTK10

Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola José Francisco Martínez Trinidad Full duplicate candidate pruning for frequent connected subgraph mining. 211-225 2010 17 Integr. Comput. Aided Eng. 3 https://doi.org/10.3233/ICA-2010-0342 db/journals/icae/icae17.html#AlonsoCMM10

Andrés Gago Alonso Abel Puentes-Luberta Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola José Francisco Martínez Trinidad A new algorithm for mining frequent connected subgraphs based on adjacency matrices. 385-403 2010 14 Intell. Data Anal. 3 https://doi.org/10.3233/IDA-2010-0427 https://www.wikidata.org/entity/Q129067596 db/journals/ida/ida14.html#AlonsoPCMT10

Raudel Hernández-León José Hernández-Palancar Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Algorithms for mining frequent itemsets in static and dynamic datasets. 419-435 2010 14 Intell. Data Anal. 3 https://doi.org/10.3233/IDA-2010-0429 https://www.wikidata.org/entity/Q129069009 db/journals/ida/ida14.html#Hernandez-LeonPCM10

René Arnulfo García-Hernández José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Finding Maximal Sequential Patterns in Text Document Collections and Single Documents. 93-101 2010 34 Informatica (Slovenia) 1 http://www.informatica.si/index.php/informatica/article/view/279 db/journals/informaticaSI/informaticaSI34.html#Garcia-HernandezTC10

José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad A new fast prototype selection method based on clustering. 131-141 2010 13 Pattern Anal. Appl. 2 https://doi.org/10.1007/s10044-008-0142-x db/journals/paa/paa13.html#Olvera-LopezCT10

Selene Hernández-Rodríguez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Fast k most similar neighbor classifier for mixed data (tree k-MSN). 873-886 2010 43 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2009.08.014 db/journals/pr/pr43.html#Hernandez-RodriguezTC10

Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Miguel Angel Medina-Pérez José Ruiz-Shulcloper LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification. 3025-3034 2010 43 Pattern Recognit. 9 https://doi.org/10.1016/j.patcog.2010.04.008 db/journals/pr/pr43.html#Garcia-BorrotoMCMR10

Anilu Franco-Arcega José Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz José Francisco Martínez Trinidad Multivariate Decision Trees Using Different Splitting Attribute Subsets for Large Datasets. 370-373 2010 Canadian AI https://doi.org/10.1007/978-3-642-13059-5_49 conf/ai/2010 db/conf/ai/ai2010.html#Franco-ArcegaCST10 Ansel Y. Rodríguez-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Ruiz-Shulcloper Using Non Boolean Similarity Functions for Frequent Similar Pattern Mining. 374-378 2010 Canadian AI https://doi.org/10.1007/978-3-642-13059-5_50 conf/ai/2010 db/conf/ai/ai2010.html#GonzalezTCR10 Ana Cecilia Tenorio-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Designing RBFNNs Using Prototype Selection. 189-198 2010 MCPR https://doi.org/10.1007/978-3-642-15992-3_21 conf/mcpr2/2010 db/conf/mcpr2/mcpr2010.html#Tenorio-GonzalezTC10 Andrés Eduardo Gutiérrez-Rodríguez Miguel Angel Medina-Pérez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Milton García-Borroto New Dissimilarity Measures for Ultraviolet Spectra Identification. 220-229 2010 MCPR https://doi.org/10.1007/978-3-642-15992-3_24 conf/mcpr2/2010 db/conf/mcpr2/mcpr2010.html#Gutierrez-RodriguezMTCG10 Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Cascading an Emerging Pattern Based Classifier. 240-249 2010 MCPR https://doi.org/10.1007/978-3-642-15992-3_26 conf/mcpr2/2010 db/conf/mcpr2/mcpr2010.html#Garcia-BorrotoTC10 Saúl Solorio-Fernández Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking. 260-269 2010 MCPR https://doi.org/10.1007/978-3-642-15992-3_28 conf/mcpr2/2010 db/conf/mcpr2/mcpr2010.html#Solorio-FernandezCT10 Raudel Hernández-León Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad José Hernández-Palancar Classifying Using Specific Rules with High Confidence. 75-80 2010 MICAI (Special Sessions) https://doi.org/10.1109/MICAI.2010.24 https://doi.ieeecomputersociety.org/10.1109/MICAI.2010.24 conf/micai/2010-s db/conf/micai/micai2010-s.html#Hernandez-LeonCTP10 Milton García-Borroto José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A New Emerging Pattern Mining Algorithm and Its Application in Supervised Classification. 150-157 2010 PAKDD (1) https://doi.org/10.1007/978-3-642-13657-3_18 conf/pakdd/2010-1 db/conf/pakdd/pakdd2010-1.html#Garcia-BorrotoTC10 José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Josef Kittler Advances in Pattern Recognition - Second Mexican Conference on Pattern Recognition, MCPR 2010, Puebla, Mexico, September 27-29, 2010. Proceedings 6256 2010 https://doi.org/10.1007/978-3-642-15992-3 978-3-642-15991-6 MCPR Lecture Notes in Computer Science Springer db/conf/mcpr2/mcpr2010.html

José Arturo Olvera-López José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Josef Kittler Prototype selection based on sequential search. 599-631 2009 13 Intell. Data Anal. 4 https://doi.org/10.3233/IDA-2009-0383 https://www.wikidata.org/entity/Q129069173 db/journals/ida/ida13.html#Olvera-LopezMCK09

Milton García-Borroto Yenny Villuendas-Rey Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs. 465-472 2009 CIARP https://doi.org/10.1007/978-3-642-10268-4_54 conf/ciarp/2009 db/conf/ciarp/ciarp2009.html#Garcia-BorrotoVCT09 Milton García-Borroto Yenny Villuendas-Rey Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers. 489-496 2009 CIARP https://doi.org/10.1007/978-3-642-10268-4_57 conf/ciarp/2009 db/conf/ciarp/ciarp2009.html#Garcia-BorrotoVCM09 Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola A New Incremental Algorithm for Overlapped Clustering. 497-504 2009 CIARP https://doi.org/10.1007/978-3-642-10268-4_58 conf/ciarp/2009 db/conf/ciarp/ciarp2009.html#SuarezMCM09 Bárbara B. Pineda-Bautista Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Taking Advantage of Class-Specific Feature Selection. 1-8 2009 IDEAL https://doi.org/10.1007/978-3-642-04394-9_1 conf/ideal/2009 db/conf/ideal/ideal2009.html#Pineda-BautistaCT09 Andrés Gago Alonso Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola José Francisco Martínez Trinidad Duplicate Candidate Elimination and Fast Support Calculation for Frequent Subgraph Mining. 292-299 2009 IDEAL https://doi.org/10.1007/978-3-642-04394-9_36 conf/ideal/2009 db/conf/ideal/ideal2009.html#AlonsoCMM09 Ansel Y. Rodríguez-González José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Ruiz-Shulcloper Mining Frequent Similar Patterns on Mixed Data. 136-144 2008 CIARP https://doi.org/10.1007/978-3-540-85920-8_17 conf/ciarp/2008 db/conf/ciarp/ciarp2008.html#GonzalezTCR08 Raudel Hernández-León José Hernández-Palancar Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad A Novel Incremental Algorithm for Frequent Itemsets Mining in Dynamic Datasets. 145-152 2008 CIARP https://doi.org/10.1007/978-3-540-85920-8_18 conf/ciarp/2008 db/conf/ciarp/ciarp2008.html#Hernandez-LeonPCT08 José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Prototype Selection Via Prototype Relevance. 153-160 2008 CIARP https://doi.org/10.1007/978-3-540-85920-8_19 conf/ciarp/2008 db/conf/ciarp/ciarp2008.html#Olvera-LopezCT08 Selene Hernández-Rodríguez Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Fast kMost Similar Neighbor Classifier for Mixed Data Based on a Tree Structure and Approximating-Eliminating. 364-371 2008 CIARP https://doi.org/10.1007/978-3-540-85920-8_45 conf/ciarp/2008 db/conf/ciarp/ciarp2008.html#Hernandez-RodriguezCT08 M. Romero-Moreno José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Gait Recognition Based on Silhouette, Contour and Classifier Ensembles. 527-534 2008 CIARP https://doi.org/10.1007/978-3-540-85920-8_64 conf/ciarp/2008 db/conf/ciarp/ciarp2008.html#Romero-MorenoTC08 Airel Pérez Suárez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa José Eladio Medina-Pagola A New Graph-Based Algorithm for Clustering Documents. 710-719 2008 ICDM Workshops https://doi.org/10.1109/ICDMW.2008.69 https://doi.ieeecomputersociety.org/10.1109/ICDMW.2008.69 conf/icdm/2008w db/conf/icdm/icdmw2008.html#SuarezTCM08 Selene Hernández-Rodríguez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa On the selection of base prototypes for LAESA and TLAESA classifiers. 1-4 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761288 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761288 conf/icpr/2008 db/conf/icpr/icpr2008.html#Hernandez-RodriguezTC08 Anilu Franco-Arcega Jesús Ariel Carrasco-Ochoa Guillermo Sánchez-Díaz José Francisco Martínez Trinidad A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets. 282-289 2008 IDEAL https://doi.org/10.1007/978-3-540-88906-9_36 conf/ideal/2008 db/conf/ideal/ideal2008.html#Franco-ArcegaCSM08 Selene Hernández-Rodríguez Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Fast k Most Similar Neighbor Classifier for Mixed Data Based on Approximating and Eliminating. 697-704 2008 PAKDD https://doi.org/10.1007/978-3-540-68125-0_66 conf/pakdd/2008 db/conf/pakdd/pakdd2008.html#Hernandez-RodriguezCM08 Andrés Gago Alonso José Eladio Medina-Pagola Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Mining Frequent Connected Subgraphs Reducing the Number of Candidates. 365-376 2008 ECML/PKDD (1) https://doi.org/10.1007/978-3-540-87479-9_42 conf/pkdd/2008-1 db/conf/pkdd/pkdd2008-1.html#AlonsoMCT08 José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Object Selection Based on Clustering and Border Objects. 27-34 2008 Computer Recognition Systems 2 https://doi.org/10.1007/978-3-540-75175-5_4 series/asc/2008-45 db/series/asc/asc45.html#Olvera-LopezCT08 Selene Hernández-Rodríguez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Fast Most Similar Neighbor Classifier for Mixed Data. 146-158 2007 conf/ai/2007 Canadian AI https://doi.org/10.1007/978-3-540-72665-4_13 db/conf/ai/ai2007.html#Hernandez-RodriguezTC07 Selene Hernández-Rodríguez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Fast <i>k </i> Most Similar Neighbor Classifier for Mixed Data Based on a Tree Structure. 407-416 2007 conf/ciarp/2007 CIARP https://doi.org/10.1007/978-3-540-76725-1_43 db/conf/ciarp/ciarp2007.html#Hernandez-RodriguezTC07 José Arturo Olvera-López José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Mixed Data Object Selection Based on Clustering and Border Objects. 674-683 2007 conf/ciarp/2007 CIARP https://doi.org/10.1007/978-3-540-76725-1_70 db/conf/ciarp/ciarp2007.html#Olvera-LopezTC07 Alejandro Rojas René Cumplido Jesús Ariel Carrasco-Ochoa Claudia Feregrino-Uribe José Francisco Martínez Trinidad FPGA-Based Architecture for Computing Testors. 188-197 2007 conf/ideal/2007 IDEAL https://doi.org/10.1007/978-3-540-77226-2_20 db/conf/ideal/ideal2007.html#RojasCCUT07 José Arturo Olvera-López José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Restricted Sequential Floating Search Applied to Object Selection. 694-702 2007 conf/mldm/2007 MLDM https://doi.org/10.1007/978-3-540-73499-4_52 db/conf/mldm/mldm2007.html#Olvera-LopezTC07

Salvador Godoy-Calderón José Francisco Martínez Trinidad Juan Luis Díaz-de-León-Santiago A Unified Methodology to Evaluate Supervised and Non-Supervised Classification Algorithms. 2006 9 Computación y Sistemas 4 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/1127 db/journals/cys/cys9.html#Godoy-CalderonTS06

Irene Olaya Ayaquica-Martínez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Conceptual K-Means Algorithm Based on Complex Features. 491-501 2006 conf/ciarp/2006 CIARP https://doi.org/10.1007/11892755_51 db/conf/ciarp/ciarp2006.html#Ayaquica-MartinezMC06 Salvador Godoy-Calderón José Francisco Martínez Trinidad Manuel Lazo-Cortés Proposal for a Unified Methodology for Evaluating Supervised and Non-supervised Classification Algorithms. 674-685 2006 conf/ciarp/2006 CIARP https://doi.org/10.1007/11892755_70 db/conf/ciarp/ciarp2006.html#Godoy-CalderonML06 Edith Hernández-Reyes José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa René Arnulfo García-Hernández Document Representation Based on Maximal Frequent Sequence Sets. 854-863 2006 conf/ciarp/2006 CIARP https://doi.org/10.1007/11892755_88 db/conf/ciarp/ciarp2006.html#Hernandez-ReyesMCG06 René Arnulfo García-Hernández José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A New Algorithm for Fast Discovery of Maximal Sequential Patterns in a Document Collection. 514-523 2006 conf/cicling/2006 CICLing https://doi.org/10.1007/11671299_53 db/conf/cicling/cicling2006.html#Garcia-HernandezTC06 Edith Hernández-Reyes René Arnulfo García-Hernández Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Document Clustering Based on Maximal Frequent Sequences. 257-267 2006 conf/fintal/2006 FinTAL https://doi.org/10.1007/11816508_27 db/conf/fintal/fintal2006.html#Hernandez-ReyesGCM06 Saúl López-Escobar Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Fast Global <i>k</i>-Means with Similarity Functions Algorithm. 512-521 2006 conf/ideal/2006 IDEAL https://doi.org/10.1007/11875581_62 db/conf/ideal/ideal2006.html#Lopez-EscobarCT06 José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Josef Kittler Progress in Pattern Recognition, Image Analysis and Applications, 11th Iberoamerican Congress in Pattern Recognition, CIARP 2006, Cancun, Mexico, November 14-17, 2006, Proceedings CIAPR Lecture Notes in Computer Science 4225 Springer 2006 3-540-46556-1 https://doi.org/10.1007/11892755 db/conf/ciarp/ciarp2006.html José Arturo Olvera-López José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Edition Schemes Based on BSE. 360-367 2005 conf/ciarp/2005 CIARP https://doi.org/10.1007/11578079_38 db/conf/ciarp/ciarp2005.html#Olvera-LopezTC05 Irene Olaya Ayaquica-Martínez José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Conceptual K-Means Algorithm with Similarity Functions. 368-376 2005 conf/ciarp/2005 CIARP https://doi.org/10.1007/11578079_39 db/conf/ciarp/ciarp2005.html#Ayaquica-MartinezTC05 Saúl López-Escobar Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Global k-Means with Similarity Functions. 392-399 2005 conf/ciarp/2005 CIARP https://doi.org/10.1007/11578079_41 db/conf/ciarp/ciarp2005.html#Lopez-EscobarCT05 Raúl Rodríguez-Colín Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Reward-Punishment Editing for Mixed Data. 481-488 2005 conf/ciarp/2005 CIARP https://doi.org/10.1007/11578079_50 db/conf/ciarp/ciarp2005.html#Rodriguez-ColinCT05 Edith Hernández-Reyes Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Classifier Selection Based on Data Complexity Measures. 586-592 2005 conf/ciarp/2005 CIARP https://doi.org/10.1007/11578079_61 db/conf/ciarp/ciarp2005.html#Hernandez-ReyesCT05 José Arturo Olvera-López Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Sequential Search for Decremental Edition. 280-285 2005 conf/ideal/2005 IDEAL https://doi.org/10.1007/11508069_37 db/conf/ideal/ideal2005.html#Olvera-LopezCM05 José Francisco Martínez Trinidad René Cumplido-Parra Claudia Feregrino-Uribe An FPGA-based parallel sorting architecture for the Burrows Wheeler transform. 2005 ReConFig https://doi.org/10.1109/RECONFIG.2005.9 https://doi.ieeecomputersociety.org/10.1109/RECONFIG.2005.9 conf/reconfig/2005 db/conf/reconfig/reconfig2005.html#TrinidadCU05 René Arnulfo García-Hernández José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa A Fast Algorithm to Find All the Maximal Frequent Sequences in a Text. 478-486 https://doi.org/10.1007/978-3-540-30463-0_60 2004 conf/ciarp/2004 CIARP db/conf/ciarp/ciarp2004.html#Garcia-HernandezTC04 Erika Danaé López-Espinoza Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Two Floating Search Strategies to Compute the Support Sets System for ALVOT. 677-684 https://doi.org/10.1007/978-3-540-30463-0_85 2004 conf/ciarp/2004 CIARP db/conf/ciarp/ciarp2004.html#Lopez-EspinozaCT04 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Feature Selection for Natural Disaster Texts Classification Using Testors. 424-429 https://doi.org/10.1007/978-3-540-28651-6_62 2004 conf/ideal/2004 IDEAL db/conf/ideal/ideal2004.html#Carrasco-OchoaT04 Alberto Sanfeliu José Francisco Martínez Trinidad Jesús Ariel Carrasco-Ochoa Progress in Pattern Recognition, Image Analysis and Applications, 9th Iberoamerican Congress on Pattern Recognition, CIARP 2004, Puebla, Mexico, October 26-29, 2004, Proceedings 3287 3-540-23527-2 CIARP Lecture Notes in Computer Science Springer 2004 https://doi.org/10.1007/b101756 https://www.wikidata.org/entity/Q61737930 db/conf/ciarp/ciarp2004.html

Erika Danaé López-Esponiza Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Selección del Sistema de Conjuntos de Apoyo para ALVOT Usando Búsqueda Secuencial Flotante. 152-156 2003 3 Res. Comput. Sci. https://rcs.cic.ipn.mx/2003_3/Selecci%C3%B3n%20del%20Sistema%20de%20Conjuntos%20de%20Apoyo%20para%20ALVOT%20Usando%20B%C3%BAsqueda%20Secuencial%20Flotante.pdf db/journals/rcs/rcs3.html#Lopez-EsponizaC03

Irene Olaya Ayaquica-Martínez José Francisco Martínez Trinidad A Comparison between Two Fuzzy Clustering Algorithms for Mixed Features. 472-479 https://doi.org/10.1007/978-3-540-24586-5_58 2003 conf/ciarp/2003 CIARP db/conf/ciarp/ciarp2003.html#Ayaquica-MartinezT03 Guillermo Sánchez-Díaz José Francisco Martínez Trinidad Determination of Similarity Threshold in Clustering Problems for Large Data Sets. 611-618 https://doi.org/10.1007/978-3-540-24586-5_75 2003 conf/ciarp/2003 CIARP db/conf/ciarp/ciarp2003.html#Sanchez-DiazM03 Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Editing and Training for ALVOT, an Evolutionary Approach. 452-456 https://doi.org/10.1007/978-3-540-45080-1_61 2003 conf/ideal/2003 IDEAL db/conf/ideal/ideal2003.html#Carrasco-OchoaT03

José Francisco Martínez Trinidad Javier Raymundo García-Serrano Irene Olaya Ayaquica-Martínez C-Means Algorithm whit Similarity Functions. 2002 5 Computación y Sistemas 4 https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/987 db/journals/cys/cys5.html#TrinidadGA02

Jesús Ariel Carrasco-Ochoa José Francisco Martínez Trinidad Combining Evolution Techniques to Estimate Features weights and the Support Sets System for ALVOT. 277-288 2002 1 Res. Comput. Sci. https://rcs.cic.ipn.mx/2002_1/Combining%20Evolution%20Techniques%20to%20Estimate%20Features%20weight%20and%20the%20Support%20Sets%20System%20for%20ALVOT.pdf db/journals/rcs/rcs1.html#Carrasco-OchoaT02

José Francisco Martínez Trinidad Salvador Godoy-Calderón Manuel Lazo-Cortés LCARS un Lenguaje de Especificación de Problemas en Reconocimiento de Patrones bajo el Enfoque Lógico-Combinatorio. 289-300 2002 1 Res. Comput. Sci. https://rcs.cic.ipn.mx/2002_1/LCARS%20un%20Lenguaje%20de%20Especificaci%C3%B3n%20de%20Problemas%20en%20Reconocimiento%20de%20Patrones%20bajo%20el%20Enfoque%20L%C3%B3gico-Combinatorio.pdf db/journals/rcs/rcs1.html#TrinidadGL02

José Francisco Martínez Trinidad Adolfo Guzmán-Arenas The logical combinatorial approach to pattern recognition, an overview through selected works. 741-751 2001 34 Pattern Recognit. 4 https://doi.org/10.1016/S0031-3203(00)00027-3 https://www.wikidata.org/entity/Q127982332 db/journals/pr/pr34.html#TrinidadG01

José Francisco Martínez Trinidad José Ruiz-Shulcloper Fuzzy clustering of semantic spaces. 783-793 2001 34 Pattern Recognit. 4 https://doi.org/10.1016/S0031-3203(00)00030-3 db/journals/pr/pr34.html#Martinez-TrinidadR01

José Francisco Martínez Trinidad Guillermo Sánchez-Díaz LC: A Conceptual Clustering Algorithm. 117-127 2001 conf/mldm/2001 MLDM https://doi.org/10.1007/3-540-44596-X_10 db/conf/mldm/mldm2001.html#TrinidadS01

José Francisco Martínez Trinidad José Ruiz-Shulcloper Manuel S. Lazo-Cortés Structuralization of universes. 485-500 2000 112 Fuzzy Sets Syst. 3 https://doi.org/10.1016/S0165-0114(98)00043-8 db/journals/fss/fss112.html#TrinidadRC00

José Francisco Martínez Trinidad Miriam Velasco-Sánchez Edgar E. Contreras-Aravelo Discovering Differences in Patients with Uveitis Through Typical Testors by Class. 524-529 https://doi.org/10.1007/3-540-45372-5_61 2000 conf/pkdd/2000 PKDD db/conf/pkdd/pkdd2000.html#TrinidadVC00 Javier Raymundo García-Serrano José Francisco Martínez Trinidad Extension to C-means Algorithm for the Use of Similarity Functions. 354-359 1999 conf/pkdd/1999 PKDD db/conf/pkdd/pkdd99.html#Garcia-SerranoT99 https://doi.org/10.1007/978-3-540-48247-5_42 José Francisco Martínez Trinidad Beatríz Beltrán Martínez Adolfo Guzmán-Arenas José Ruiz-Shulcloper CLASITEX: A Tool for Knowledge Discovery from Texts. 459-467 1998 conf/pkdd/1998 PKDD db/conf/pkdd/pkdd98.html#TrinidadMAS98 https://doi.org/10.1007/BFb0094850 Niusvel Acosta-Mendoza Héctor-Gabriel Acosta-Mesa Eduardo Alba-Cabrera Andrés Gago Alonso Matías Alvarado 0001Matías Alvarado-Mentado Miguel Ángel Álvarez-Carmona Héctor Anaya-Sánchez Argenis A. Aroche-Villarruel Juan Gabriel Aviña-Cervantes Margarita Aviña-Corral Darnes Vilariño AyalaDarnes Vilariño Víctor Ayala-Ramírez Irene Olaya Ayaquica-Martínez Juan Humberto Sossa AzuelaHumberto Sossa Gabriella Sanniti di Baja Sebastián Bejos Beatríz BeltránBeatríz Beltrán Martínez Gretel Bernal-Baró Kim L. Boyer Cherif Ben-Youssef Brants Víctor A. Briones-Segovia Lourdes Beatriz Cajica-Maceda Francisco David Camacho-Gonzalez Oscar Camacho-NietoOscar Camacho Nieto Jesús Ariel Carrasco-OchoaJosé Ariel Carrasco-Ochoa Luz Gahona Castillejos Edgar E. Contreras-Aravelo Enrique Munoz de Cote D. Cruz-Paz René CumplidoRené Cumplido-Parra Juan Luis Díaz-de-León-Santiago Miriam Mónica Duarte-Villaseñor Hugo Jair EscalanteHugo Jair Escalante Balderas Humberto Pérez Espinosa Fazel Famili Ivan Feliciano-Avelino Claudia Feregrino-UribeClaudia Feregrino Luis Pastor Sánchez Fernández Karina Figueroa 0001Karina Mariela Figueroa-Mora Marisol Flores-Garrido Anilu Franco-Arcega Zaida Adriana Gárate-Cahuantzi Milton García-Borroto René Arnulfo García-Hernández Javier Raymundo García-Serrano Salvador Godoy-Calderón Yanir González-Díaz Sheila Esmeralda González-Reyna Andrés Eduardo Gutiérrez-Rodríguez Adolfo Guzmán-Arenas Edwin R. HancockEdwin Robert Hancock José Juan Carbajal Hernández Julio Noe Hernandez Ignacio Hernández-Bautista Viviana del Rocio Hernandez-Castañon Pablo Hernandez-Leal Raudel Hernández-León José Hernández-Palancar Edith Hernández-Reyes Selene Hernández-Rodríguez Dayton Hernández-Tamayo Carlos A. Iglesias-Alvarez Jaime Cerdá Jacobo Daybelis Jaramillo-Olivares Xiaoyi Jiang 0001 Magdiel Jiménez-Guarneros Víctor Jiménez-Villar Josef Kittler Adam Krzyzak Manuel Lazo-CortésManuel S. Lazo-CortésManuel Sabino Lazo-Cortés Sergio E. Ledesma-Orozco Fernando Lezama Víctor Lobato-Ríos Ivan López-Arévalo Saúl López-Escobar Erika Danaé López-Espinoza Erika Danaé López-Esponiza Adrián Pastor López-Monroy Octavio Loyola-González Guillermo De Ita Luna Juan Anzurez Marín Heidy Marisol Marín-Castro José Eladio Medina-Pagola Miguel Angel Medina-Pérez G. Melendez-Melendez Arquímides Méndez-Molina Perla Noemí Mendez-Zavaleta Ricardo Merlo-Galeazzi Efrén Mezura-Montes Raúl Monroy Manuel Montes-y-Gómez Ángel Fernando Kuri Morales Eliú Moreno-Ramírez José Arturo Olvera-LópezJ. Arturo Olvera-López Ana Li Oña-García Nelva Nely Almanza Ortega Eduardo V. Pérez-Hernández Bárbara B. Pineda-Bautista Laura Alejandra Pinilla-Buitrago David Pinto 0001 Oleksiy B. Pogrebnyak Abel Puentes-Luberta Adrián J. Ramírez-Díaz Metztli Ramírez-González Vladimir RodriguezVladimir Rodríguez-Diez Raúl Rodríguez-Colín Ansel Y. Rodríguez-GonzálezAnsel Yoan Rodríguez-González Alejandro Rojas Edgar Roman-Rangel M. Romero-Moreno Alejandro Rosales-Pérez José Ruiz-Shulcloper Joaquín SalasJoaquín Salas Rodríguez Vianey Guadalupe Cruz Sánchez Guillermo Sánchez-Díaz Luis Alejandro Sánchez-Pérez Alberto Sanfeliu Sudeep Sarkar Mohammad Amin Shamshiri Saúl Solorio-Fernández Víctor Jesús Sosa Sosa Airel Pérez Suárez Ching Y. Suen P. Tecuanhuehue-Vera Ana Cecilia Tenorio-González Fredy Rodríguez Torres Alejandro A. Torres-García Rosa Maria ValdovinosRosa María Valdovinos Rosas Ventzeslav Valev Miriam Velasco-Sánchez Osslan Osiris Vergara-Villegas Luis Villaseñor-Pineda Yenny Villuendas-Rey Yan-Qing Zhang 0001