Milton García-Borroto

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Class Imbalance

Top Venues

Expert Syst. Appl.

Publications

Carlos Quiala, Milton García-Borroto, Rubén Sánchez-Rivero, Annette Morales-González
Enhancing License Plate Recognition in Videos Through Character-Wise Temporal Combination. IWAIPR (2023)
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)
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) (2021)
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)
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)
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)
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 (2020)
Lisandra Bravo Ilisástigui, Diana Martín Rodríguez, Milton García-Borroto
A New Method to Evaluate Subgroup Discovery Algorithms. CIARP (2019)
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) (2019)
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 (2019)
Andy González-Méndez, Diana Martín Rodríguez, Milton García-Borroto
Evaluating Restrictions in Pattern Based Classifiers. CIARP (2019)
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)
Milton García-Borroto
A Restriction-Based Approach to Generalizations. IWAIPR (2018)
Nayma Cepero-Pérez, Luis Alberto Denis-Miranda, Rafael Hernández-Palacio, Mailyn Moreno-Espino, Milton García-Borroto
Proactive Forest for Supervised Classification. IWAIPR (2018)
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) (2017)
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 (2017)
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 (2017)
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)
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)
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 (2016)
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 (2016)
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 (2016)
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) (2015)
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 (2015)
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)
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) (2015)
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)
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) (2014)
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)
Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
A survey of emerging patterns for supervised classification. Artif. Intell. Rev. 42 (4) (2014)
Raciel Yera Toledo, Yailé Caballero Mota, Milton García-Borroto
A Regularity-Based Preprocessing Method for Collaborative Recommender Systems. J. Inf. Process. Syst. 9 (3) (2013)
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)
Milton García-Borroto, Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
Comparing Quality Measures for Contrast Pattern Classifiers. CIARP (1) (2013)
Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles
Improving the Multiple Alignments Strategy for Fingerprint Verification. MCPR (2012)
Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles
Improving Fingerprint Verification Using Minutiae Triplets. Sensors 12 (3) (2012)
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)
Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
Fuzzy emerging patterns for classifying hard domains. Knowl. Inf. Syst. 28 (2) (2011)
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)
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) (2010)
Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
Cascading an Emerging Pattern Based Classifier. MCPR (2010)
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)
Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto
Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor. CIARP (2009)
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)
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)
Yenny Villuendas-Rey, Milton García-Borroto, José Ruiz-Shulcloper
Selecting Features and Objects for Mixed and Incomplete Data. CIARP (2008)
Miguel Angel Medina-Pérez, Milton García-Borroto, José Ruiz-Shulcloper
Object Selection Based on Subclass Error Correcting for ALVOT. CIARP (2007)
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)
Miguel Angel Medina-Pérez, Milton García-Borroto, Yenny Villuendas-Rey, José Ruiz-Shulcloper
Selecting Objects for ALVOT. CIARP (2006)
Milton García-Borroto, José Ruiz-Shulcloper
Selecting Prototypes in Mixed Incomplete Data. CIARP (2005)