Milton Garcia Borroto

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Jesús Ariel Carrasco OchoaInstituto Nacional de Astrofísica, Óptica y Electrónoca (INAOE), MéxicoVerified email at inaoep.mx
Jose Francisco Martinez TrinidadProfessor of Computer Science, National Institute for Astrophysics Optics and ElectronicsVerified email at inaoep.mx
Miguel Angel Medina-Pérez, Ph.D.Verified email at kayak-analytics.com
Octavio Loyola-GonzálezAI Executive ManagerVerified email at nttdata.com
Andres Eduardo Gutierrez-RodriguezMAHLE Shared Services, MexicoVerified email at tec.mx
Leopoldo Altamirano RoblesProfessor fuer Informatik, Instituto Nacional de Astrofisica, Optica y ElectronicaVerified email at inaoep.mx
Jose Ruiz ShulcloperUniversidad de las Ciencias Informáticas (UCI)Verified email at uci.cu
Diana Martín RodríguezUniversidad Tecnológica de la Habana, CUJAEVerified email at ceis.cujae.edu.cu
Yenny Villuendas-ReyCentro de Innovación y Desarrollo Tecnológico en Cómputo, Instituto Politécnico Nacional, MéxicoVerified email at ipn.mx
Raul MonroyProfessor of Computer Science, Tecnologico de Monterrey, Campus Estado de MexicoVerified email at tec.mx
Guozhu DongProfessor, Computer Science, Wright State UniversityVerified email at wright.edu
Ángel M. García-VicoUniversidad de JaénVerified email at ujaen.es
Cristóbal J. CarmonaFull Professor at University of JaenVerified email at ujaen.es
María José Del Jesus DíazAssociate professor of Computer Science, University of JaénVerified email at ujaen.es
Cosme Ernesto Santiesteban TocaInstituto Tecnológico y de Estudios Superiores de Monterrey, Campus ChihuahuaVerified email at tec.mx
Dayton Hernández Tamayo (ORCID: 0...Especialista Principal en el Centro de Bioplantas de la Universidad de Ciego de Ávila Máximo GómezVerified email at unica.cu
Miguel Angel FerrerUniversidad de Las Palmas de Gran CanariaVerified email at ulpgc.es
Aythami MORALESAssociate Professor (Lecturer Excellence Program), Universidad Autónoma de MadridVerified email at uam.es
J. Benito CamiñaInstituto Tecnológico y de Estudios Superiores de MonterreyVerified email at itesm.mx
Raciel Yera Toledo (ORCID:0000-000...Universidad de JaénVerified email at ujaen.es

Milton Garcia Borroto

Centro de Sistemas Complejos, Facultad de Física, Universidad de La Habana

Verified email at fisica.uh.cu

Pattern recognition data mining Big Data


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Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases O Loyola-González, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Neurocomputing 175, 935-947, 2016	197	2016
Contrast data mining: concepts, algorithms, and applications G Dong, J Bailey CRC Press, 2012	187	2012
Improving fingerprint verification using minutiae triplets MA Medina-Pérez, M García-Borroto, AE Gutierrez-Rodríguez, ... Sensors 12 (3), 3418-3437, 2012	106	2012
PBC4cip: A new contrast pattern-based classifier for class imbalance problems O Loyola-González, MA Medina-Pérez, JF Martínez-Trinidad, ... Knowledge-Based Systems 115, 100-109, 2017	84	2017
An overview of emerging pattern mining in supervised descriptive rule discovery: taxonomy, empirical study, trends, and prospects AM García‐Vico, CJ Carmona, D Martín, M García‐Borroto, MJ del Jesus Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (1 …, 2018	77	2018
A survey of emerging patterns for supervised classification M García-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa Artificial Intelligence Review 42, 705-721, 2014	69	2014
Latent fingerprint identification using deformable minutiae clustering MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ... Neurocomputing 175, 851-865, 2016	54	2016
LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification M García-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Pattern Recognition 43 (9), 3025-3034, 2010	49	2010
An explainable artificial intelligence model for clustering numerical databases O Loyola-Gonzalez, AE Gutierrez-Rodríguez, MA Medina-Pérez, ... IEEE Access 8, 52370-52384, 2020	45	2020
Fuzzy emerging patterns for classifying hard domains M García-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa Knowledge and Information Systems 28, 473-489, 2011	42	2011
Mining patterns for clustering on numerical datasets using unsupervised decision trees AE Gutierrez-Rodríguez, JF Martinez-Trinidad, M García-Borroto, ... Knowledge-Based Systems 82, 70-79, 2015	39	2015
Finding the best diversity generation procedures for mining contrast patterns M Garcia-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa Expert Systems with Applications 42 (11), 4859-4866, 2015	34	2015
Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects MA Medina-Pérez, R Monroy, JB Camiña, M García-Borroto Soft Computing 21, 557-569, 2017	31	2017
An empirical study of oversampling and undersampling methods for LCMine an emerging pattern based classifier O Loyola-González, M García-Borroto, MA Medina-Pérez, ... Pattern Recognition: 5th Mexican Conference, MCPR 2013, Querétaro, Mexico …, 2013	28	2013
Evaluation of quality measures for contrast patterns by using unseen objects M García-Borroto, O Loyola-González, JF Martínez-Trinidad, ... Expert Systems with Applications 83, 104-113, 2017	27	2017
Cost-sensitive pattern-based classification for class imbalance problems O Loyola-González, JFCO Martínez-Trinidad, JA Carrasco-Ochoa, ... IEEE Access 7, 60411-60427, 2019	25	2019
Effect of class imbalance on quality measures for contrast patterns: An experimental study O Loyola-González, JF Martínez-Trinidad, JA Carrasco-Ochoa, ... Information Sciences 374, 179-192, 2016	23	2016
A new emerging pattern mining algorithm and its application in supervised classification M García-Borroto, JF Martínez-Trinidad, JA Carrasco-Ochoa Advances in Knowledge Discovery and Data Mining: 14th Pacific-Asia …, 2010	23	2010
Introducing an experimental framework in C# for fingerprint recognition MA Medina-Pérez, O Loyola-González, AE Gutierrez-Rodríguez, ... Pattern Recognition: 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June …, 2014	20	2014
Robust fingerprint verification using m-triplets MA Medina-Perez, M Garcia-Borroto, AE Gutierrez-Rodriguez, ... 2011 International Conference on Hand-Based Biometrics, 1-5, 2011	20	2011

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