Octavio Loyola-González

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Miguel Angel Medina-Pérez, Ph.D.Verified email at kayak-analytics.com
Milton Garcia BorrotoCentro de Sistemas Complejos, Facultad de Física, Universidad de La HabanaVerified email at fisica.uh.cu
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
Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainVerified email at decsai.ugr.es
Aythami MORALESAssociate Professor (Lecturer Excellence Program), Universidad Autónoma de MadridVerified email at uam.es
Jose Emmanuel Ramirez-MarquezProfessor of Systems Engineering, Stevens Institute of TechnologyVerified email at stevens.edu
Miguel Á. Álvarez-CarmonaCONACYT / CIMATVerified email at cimat.mx
Jose Carlos Lorenzo Feijoo (ORCID: 0...Investigador Titular en el Centro de Bioplantas de la Universidad de Ciego de Ávila Máximo GómezVerified email at unica.cu
Kim-Kwang Raymond ChooCloud Tech Endowed Professor, University of Texas at San AntonioVerified email at utsa.edu
Dr. Manoj Kumar, Postdoc, PhD.Associate Professor, University of Wollongong, Dubai, UAEVerified email at uowdubai.ac.ae
Luis Daniel Samper EscalantePhD Student, Tecnológico de MonterreyVerified email at itesm.mx
Ali DehghantanhaCanada Research Chair in Cybersecurity & Threat Intelligence, Cyber Science Lab,University of GuelphVerified email at uoguelph.ca
Reza M. PariziDecentralized Science Lab (dSL), Kennesaw State University, GA, USAVerified email at kennesaw.edu
Mohammad Hammoudeh, Aramco Cy...King Fahd University of Petroleum and MineralsVerified email at kfupm.edu.sa
Jutta PapenbrockInstitute of Botany, Leibniz Universität HannoverVerified email at botanik.uni-hannover.de
Julian FIERREZFull Professor, Universidad Autonoma de MadridVerified email at uam.es

Octavio Loyola-González

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Verified email at nttdata.com - Homepage

XAI Data Mining Pattern Recognition Fingerprint Recognition Explainable_AI


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Black-box vs. white-box: Understanding their advantages and weaknesses from a practical point of view O Loyola-Gonzalez IEEE access 7, 154096-154113, 2019	514	2019
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	190	2016
A one-class classification approach for bot detection on Twitter J Rodríguez-Ruiz, JI Mata-Sánchez, R Monroy, O Loyola-González, ... Computers & Security 91, 101715, 2020	149	2020
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
Contrast pattern-based classification for bot detection on twitter O Loyola-González, R Monroy, J Rodríguez, A López-Cuevas, ... IEEE Access 7, 45800-45817, 2019	87	2019
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	82	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
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
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
Blockchain-based online education content ranking A Garg, P Kumar, M Madhukar, O Loyola-González, M Kumar Education and information technologies 27 (4), 4793-4815, 2022	33	2022
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
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 Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges O Loyola-González, MA Medina-Pérez, KKR Choo Journal of Grid Computing, 2020	27	2020
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
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	26	2021
Cost-sensitive pattern-based classification for class imbalance problems O Loyola-González, JFCO Martínez-Trinidad, JA Carrasco-Ochoa, ... IEEE Access 7, 60411-60427, 2019	24	2019
A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance J Rodríguez-Ruiz, MA Medina-Pérez, R Monroy, O Loyola-González Expert Systems with Applications 131, 30-44, 2019	23	2019

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