Octavio Loyola-González

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Miguel Angel Medina-Pérez, Ph.D.Adresă de e-mail confirmată pe kayak-analytics.com
Milton Garcia BorrotoCentro de Sistemas Complejos, Facultad de Física, Universidad de La HabanaAdresă de e-mail confirmată pe fisica.uh.cu
Jesús Ariel Carrasco OchoaInstituto Nacional de Astrofísica, Óptica y Electrónoca (INAOE), MéxicoAdresă de e-mail confirmată pe inaoep.mx
Jose Francisco Martinez TrinidadProfessor of Computer Science, National Institute for Astrophysics Optics and ElectronicsAdresă de e-mail confirmată pe inaoep.mx
Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainAdresă de e-mail confirmată pe decsai.ugr.es
Aythami MORALESAssociate Professor (Lecturer Excellence Program), Universidad Autónoma de MadridAdresă de e-mail confirmată pe uam.es
Miguel Á. Álvarez-CarmonaCONACYT / CIMATAdresă de e-mail confirmată pe cimat.mx
Jose Emmanuel Ramirez-MarquezProfessor of Systems Engineering, Stevens Institute of TechnologyAdresă de e-mail confirmată pe stevens.edu
Jose Carlos Lorenzo Feijoo (ORCID: 0...Investigador Titular en el Centro de Bioplantas de la Universidad de Ciego de Ávila Máximo GómezAdresă de e-mail confirmată pe unica.cu
Luis Daniel Samper-EscalantePhD Student, Tecnológico de MonterreyAdresă de e-mail confirmată pe tec.mx
Kim-Kwang Raymond ChooCloud Tech Endowed Professor, University of Texas at San AntonioAdresă de e-mail confirmată pe utsa.edu
Dr. Manoj Kumar, Postdoc, PhD, SMIE...Associate Professor, University of Wollongong, Dubai, UAEAdresă de e-mail confirmată pe uowdubai.ac.ae
Ali DehghantanhaCanada Research Chair in Cybersecurity & Threat Intelligence, Cyber Science Lab,University of GuelphAdresă de e-mail confirmată pe uoguelph.ca
Reza M. PariziDecentralized Science Lab (dSL), Kennesaw State University, GA, USAAdresă de e-mail confirmată pe kennesaw.edu
Mohammad Hammoudeh, Aramco Cy...King Fahd University of Petroleum and MineralsAdresă de e-mail confirmată pe kfupm.edu.sa
Jutta PapenbrockInstitute of Botany, Leibniz Universität HannoverAdresă de e-mail confirmată pe botanik.uni-hannover.de
Julian FIERREZFull Professor, Universidad Autonoma de MadridAdresă de e-mail confirmată pe uam.es

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Octavio Loyola-González

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XAI Data Mining Pattern Recognition Fingerprint Recognition Explainable_AI


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
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	608	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	200	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	165	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	140	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	91	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	80	2017
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	59	2022
Latent fingerprint identification using deformable minutiae clustering MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ... Neurocomputing 175, 851-865, 2016	55	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	44	2020
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	37	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	36	2019
A practical tutorial for decision tree induction: Evaluation measures for candidate splits and opportunities VAS Hernandez, R Monroy, MA Medina-Pérez, O Loyola-Gonzalez, ... ACM Computing Surveys (CSUR) 54 (1), 1-38, 2021	35	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	34	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	32	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, 2020	28	2020
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
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
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	25	2017
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	24	2019

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