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ORCIDMilton García-Borroto
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Journal Articles
- 2023
[j21]Nayma Cepero-Pérez, Mailyn Moreno-Espino, Eduardo F. Morales, Milton García-Borroto:
Progressive Forest: An Early Stopping Criteria For Building Ensembles. Computación y Sistemas (CyS) 27(1) (2023)- 2021
- [j20]Jorge Herrera-Franklin, Alejandro Rosete, Milton García-Borroto:
fuzzy approach for the variable cost and size bin packing problem allowing incomplete packing. Inteligencia Artif. 24(67): 71-89 (2021) - 2020
- [j19]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. IEEE Access 8: 52370-52384 (2020) - 2019
- [j18]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Cost-Sensitive Pattern-Based classification for Class Imbalance problems. IEEE Access 7: 60411-60427 (2019) - [j17]Octavio Loyola-González, Miguel Angel Medina-Pérez, Dayton Hernández-Tamayo, Raúl Monroy, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors. Sensors 19(2): 414 (2019) - 2018
- [j16]Ángel Miguel García-Vico, Cristóbal J. Carmona, Diana Martín, Milton García-Borroto, María José del Jesus:
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects. WIREs Data Mining Knowl. Discov. 8(1) (2018) - 2017
- [j15]Milton García-Borroto, Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa:
Evaluation of quality measures for contrast patterns by using unseen objects. Expert Syst. Appl. 83: 104-113 (2017) - [j14]Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Raúl Monroy, Milton García-Borroto:
PBC4cip: A new contrast pattern-based classifier for class imbalance problems. Knowl. Based Syst. 115: 100-109 (2017) - [j13]Miguel Angel Medina-Pérez, Raúl Monroy, José Benito Camiña, Milton García-Borroto:
Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects. Soft Comput. 21(3): 557-569 (2017) - 2016
- [j12]Miguel Angel Medina-Pérez, Aythami Morales Moreno, Miguel Angel Ferrer-Ballester, Milton García-Borroto, Octavio Loyola-González, Leopoldo Altamirano Robles:
Latent fingerprint identification using deformable minutiae clustering. Neurocomputing 175: 851-865 (2016) - [j11]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. Neurocomputing 175: 935-947 (2016) - [j10]Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Effect of class imbalance on quality measures for contrast patterns: An experimental study. Inf. Sci. 374: 179-192 (2016) - 2015
- [j9]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Finding the best diversity generation procedures for mining contrast patterns. Expert Syst. Appl. 42(11): 4859-4866 (2015) - [j8]Andrés Eduardo Gutiérrez-Rodríguez, José Francisco Martínez Trinidad, Milton García-Borroto, Jesús Ariel Carrasco-Ochoa:
Mining patterns for clustering using unsupervised decision trees. Intell. Data Anal. 19(6): 1297-1310 (2015) - [j7]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. Knowl. Based Syst. 82: 70-79 (2015) - 2014
- [j6]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A survey of emerging patterns for supervised classification. Artif. Intell. Rev. 42(4): 705-721 (2014) - [j5]Octavio Loyola-González, Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
An empirical comparison among quality measures for pattern based classifiers. Intell. Data Anal. 18(Supplement): S5-S17 (2014) - 2013
- [j4]Raciel Yera Toledo, Yailé Caballero Mota, Milton García-Borroto:
A Regularity-Based Preprocessing Method for Collaborative Recommender Systems. J. Inf. Process. Syst. 9(3): 435-460 (2013) - 2012
- [j3]Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles:
Improving Fingerprint Verification Using Minutiae Triplets. Sensors 12(3): 3418-3437 (2012) - 2011
- [j2]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Fuzzy emerging patterns for classifying hard domains. Knowl. Inf. Syst. 28(2): 473-489 (2011) - 2010
- [j1]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. Pattern Recognit. 43(9): 3025-3034 (2010)
Conference and Workshop Papers
- 2023
- [c28]Carlos Quiala, Milton García-Borroto, Rubén Sánchez-Rivero, Annette Morales-González:
Enhancing License Plate Recognition in Videos Through Character-Wise Temporal Combination. IWAIPR 2023: 400-411 - 2021
- [c27]Lisandra Bravo Ilisástigui, Lenier Reyes-Morales, Diana Martín, Milton García-Borroto:
A Novel Initial Population Construction Heuristic for the DINOS Subgroup Discovery Algorithm. IWAIPR 2021: 270-279 - [c26]Milton García-Borroto, Orlando Martínez-Durive, Eduardo Sánchez, Humberto Díaz, Alejandro Lage-Castellanos:
Intra-day Population Fluxes from Mobile Phone Data in Havana, Cuba. IWAIPR 2021: 383-392 - 2020
- [c25]Jorge Herrera-Franklin, Alejandro Rosete, Milton García-Borroto, Carlos Cruz Corona, David A. Pelta:
On the Impact of Fuzzy Constraints in the Variable Size and Cost Bin Packing Problem. IPMU (1) 2020: 230-240 - 2019
- [c24]Lisandra Bravo Ilisástigui, Diana Martín Rodríguez, Milton García-Borroto:
A New Method to Evaluate Subgroup Discovery Algorithms. CIARP 2019: 417-426 - [c23]Andy González-Méndez, Diana Martín Rodríguez, Milton García-Borroto:
Evaluating Restrictions in Pattern Based Classifiers. CIARP 2019: 439-448 - 2018
- [c22]Milton García-Borroto:
A Restriction-Based Approach to Generalizations. IWAIPR 2018: 239-246 - [c21]Nayma Cepero-Pérez, Luis Alberto Denis-Miranda, Rafael Hernández-Palacio, Mailyn Moreno-Espino, Milton García-Borroto:
Proactive Forest for Supervised Classification. IWAIPR 2018: 255-262 - 2017
- [c20]Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
A Novel Contrast Pattern Selection Method for Class Imbalance Problems. MCPR 2017: 42-52 - 2016
- [c19]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Dayton Hernández-Tamayo, Milton García-Borroto:
Detecting Pneumatic Failures on Temporary Immersion Bioreactors. MCPR 2016: 293-302 - 2015
- [c18]Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto:
Correlation of Resampling Methods for Contrast Pattern Based Classifiers. MCPR 2015: 93-102 - 2014
- [c17]Aythami Morales, Miguel Angel Medina-Pérez, Miguel Angel Ferrer-Ballester, Milton García-Borroto, Leopoldo Altamirano Robles:
LPIDB v1.0 - Latent palmprint identification database. IJCB 2014: 1-6 - [c16]Miguel Angel Medina-Pérez, Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto, Leopoldo Altamirano Robles:
Introducing an Experimental Framework in C# for Fingerprint Recognition. MCPR 2014: 132-141 - 2013
- [c15]Milton García-Borroto, Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Comparing Quality Measures for Contrast Pattern Classifiers. CIARP (1) 2013: 311-318 - [c14]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. MCPR 2013: 264-273 - 2012
- [c13]Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles:
Improving the Multiple Alignments Strategy for Fingerprint Verification. MCPR 2012: 147-154 - [c12]Cosme Ernesto Santiesteban-Toca, Milton García-Borroto, Jesús S. Aguilar-Ruiz:
Using Short-Range Interactions and Simulated Genetic Strategy to Improve the Protein Contact Map Prediction. MCPR 2012: 166-175 - 2010
- [c11]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. MCPR 2010: 220-229 - [c10]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
Cascading an Emerging Pattern Based Classifier. MCPR 2010: 240-249 - [c9]Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa:
A New Emerging Pattern Mining Algorithm and Its Application in Supervised Classification. PAKDD (1) 2010: 150-157 - 2009
- [c8]Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto:
Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor. CIARP 2009: 121-128 - [c7]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. CIARP 2009: 465-472 - [c6]Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad:
Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers. CIARP 2009: 489-496 - 2008
- [c5]Yenny Villuendas-Rey, Milton García-Borroto, José Ruiz-Shulcloper:
Selecting Features and Objects for Mixed and Incomplete Data. CIARP 2008: 381-388 - 2007
- [c4]Miguel Angel Medina-Pérez, Milton García-Borroto, José Ruiz-Shulcloper:
Object Selection Based on Subclass Error Correcting for ALVOT. CIARP 2007: 496-505 - 2006
- [c3]Yenny Villuendas-Rey, Milton García-Borroto, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper:
Simultaneous Features and Objects Selection for Mixed and Incomplete Data. CIARP 2006: 597-605 - [c2]Miguel Angel Medina-Pérez, Milton García-Borroto, Yenny Villuendas-Rey, José Ruiz-Shulcloper:
Selecting Objects for ALVOT. CIARP 2006: 606-613 - 2005
- [c1]Milton García-Borroto, José Ruiz-Shulcloper:
Selecting Prototypes in Mixed Incomplete Data. CIARP 2005: 450-459
Parts in Books or Collections
- 2013
- [p1]Lei Duan, Milton García-Borroto, Guozhu Dong:
More Expressive Contrast Patterns and Their Mining. Contrast Data Mining 2013: 89-108
Coauthor Index
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