Miguel Angel Medina-Pérez, Ph.D.

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Raul MonroyProfessor of Computer Science, Tecnologico de Monterrey, Campus Estado de MexicoVerified email at tec.mx
Octavio Loyola-GonzálezAI Executive ManagerVerified email at nttdata.com
Milton Garcia BorrotoCentro de Sistemas Complejos, Facultad de Física, Universidad de La HabanaVerified email at fisica.uh.cu
Andres Eduardo Gutierrez-RodriguezMAHLE Shared Services, MexicoVerified email at tec.mx
Jesús Ariel Carrasco OchoaInstituto Nacional de Astrofísica, Óptica y Electrónoca (INAOE), MéxicoVerified email at inaoep.mx
Leopoldo Altamirano RoblesProfessor fuer Informatik, Instituto Nacional de Astrofisica, Optica y ElectronicaVerified email at inaoep.mx
Jose Francisco Martinez TrinidadProfessor of Computer Science, National Institute for Astrophysics Optics and ElectronicsVerified email at inaoep.mx
Luis A. TrejoTecnologico de MonterreyVerified email at tec.mx
Jorge RodríguezTecnologico de MonterreyVerified email at tec.mx
Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerified email at decsai.ugr.es
Jose Emmanuel Ramirez-MarquezProfessor of Systems Engineering, Stevens Institute of TechnologyVerified email at stevens.edu
Leonardo Cañete-SifuentesTecnológico de MonterreyVerified email at tec.mx
Danilo Valdes-Ramirez [0000-0002-5...Institute for the Future of Education. Tecnologico de Monterrey [https://ror.org/03ayjn504]Verified email at tec.mx
Aythami MORALESAssociate Professor (Lecturer Excellence Program), Universidad Autónoma de MadridVerified email at uam.es
Jose Ruiz ShulcloperUniversidad de las Ciencias Informáticas (UCI)Verified email at uci.cu
Javad KhodadoustTecnológico de MonterreyVerified email at tec.mx
J. Benito CamiñaInstituto Tecnológico y de Estudios Superiores de MonterreyVerified email at itesm.mx
Ari Y. Barrera-AnimasUniversidad PanamericanaVerified email at up.edu.mx
Ali Mohammad KhodadoustInstituto Politécnico NacionalVerified email at cic.ipn.mx
Miguel Á. Álvarez-CarmonaCONACYT / CIMATVerified email at cimat.mx

Miguel Angel Medina-Pérez, Ph.D.

Unknown affiliation

Verified email at kayak-analytics.com - Homepage

Anomaly Detection Clustering Fingerprint Recognition Data Science Deep Learning


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Semi-supervised anomaly detection algorithms: A comparative summary and future research directions ME Villa-Pérez, MA Alvarez-Carmona, O Loyola-González, ... Knowledge-Based Systems 218, 106878, 2021	107	2021
Improving fingerprint verification using minutiae triplets MA Medina-Pérez, M García-Borroto, AE Gutierrez-Rodríguez, ... Sensors 12 (3), 3418-3437, 2012	105	2012
A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation. D Valdes-Ramirez, MA Medina-Pérez, R Monroy, O Loyola-González, ... IEEE Access 7 (1), 48484-48499, 2019	87	2019
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	83	2017
Latent fingerprint identification using deformable minutiae clustering MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ... Neurocomputing 175, 851-865, 2016	53	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
Towards an interpretable autoencoder: A decision-tree-based autoencoder and its application in anomaly detection DL Aguilar, MA Medina-Pérez, O Loyola-Gonzalez, KKR Choo, ... IEEE transactions on dependable and secure computing 20 (2), 1048-1059, 2022	39	2022
A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print J Khodadoust, MA Medina-Pérez, R Monroy, AM Khodadoust, ... Expert Systems with Applications 176, 114687, 2021	39	2021
Bagging-RandomMiner: A one-class classifier for file access-based masquerade detection JB Camiña, MA Medina-Pérez, R Monroy, O Loyola-González, ... Machine vision and applications 30, 959-974, 2019	34	2019
Cluster validation using an ensemble of supervised classifiers J Rodríguez, MA Medina-Pérez, AE Gutierrez-Rodríguez, R Monroy, ... Knowledge-Based Systems 145, 134-144, 2018	34	2018
A review and experimental comparison of multivariate decision trees L Cañete-Sifuentes, R Monroy, MA Medina-Pérez IEEE Access 9, 110451-110479, 2021	33	2021
Fusing pattern discovery and visual analytics approaches in tweet propagation O Loyola-González, A López-Cuevas, MA Medina-Pérez, B Camiña, ... Information Fusion 46, 91-101, 2019	32	2019
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
Bot datasets on twitter: Analysis and challenges LD Samper-Escalante, O Loyola-González, R Monroy, MA Medina-Pérez Applied Sciences 11 (9), 4105, 2021	28	2021
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
A practical tutorial for decision tree induction: Evaluation measures for candidate splits and opportunities VAS Hernández, R Monroy, MA Medina-Pérez, O Loyola-Gonzalez, ... ACM Computing Surveys (CSUR) 54 (1), 1-38, 2021	27	2021
A review of supervised classification based on contrast patterns: Applications, trends, and challenges O Loyola-González, MA Medina-Pérez, KKR Choo Journal of grid computing 18, 797-845, 2020	27	2020
Temporal and spatial locality: an abstraction for masquerade detection J Camina, R Monroy, L Trejo, MA Medina-Pérez IEEE Transactions on Information Forensics and Security 11 (9), 2036-2051, 2016	26	2016
Online personal risk detection based on behavioural and physiological patterns AY Barrera-Animas, LA Trejo, MA Medina-Pérez, R Monroy, JB Camiña, ... Information Sciences 384, 281-297, 2017	25	2017

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