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Octavio Loyola-González
Octavio Loyola-González
AI Executive Manager
Dirección de correo verificada de nttdata.com - Página principal
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Año
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
4632019
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
1862016
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
1422020
Semi-supervised anomaly detection algorithms: A comparative summary and future research directions
ME Villa-Pérez, MA Alvarez-Carmona, O Loyola-Gonzalez, ...
Knowledge-Based Systems 218, 106878, 2021
952021
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
872019
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
852019
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
822017
Latent fingerprint identification using deformable minutiae clustering
MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ...
Neurocomputing 175, 851-865, 2016
522016
An explainable artificial intelligence model for clustering numerical databases
O Loyola-Gonzalez, AE Gutierrez-Rodriguez, MA Medina-Perez, ...
IEEE Access 8, 52370-52384, 2020
412020
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
332019
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
322022
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
322019
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
312022
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
282013
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
262020
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
262017
Bot datasets on twitter: Analysis and challenges
LD Samper-Escalante, O Loyola-González, R Monroy, MA Medina-Pérez
Applied Sciences 11 (9), 4105, 2021
252021
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
252021
Cost-sensitive pattern-based classification for class imbalance problems
O Loyola-González, JFCO Martínez-Trinidad, JA Carrasco-Ochoa, ...
IEEE Access 7, 60411-60427, 2019
242019
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
232016
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