Octavio Loyola-González
Octavio Loyola-González
Artificial Intelligence Manager at Altair Management Consultants
Verified email at altair.consulting - Homepage
Title
Cited by
Cited by
Year
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
1072016
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
742019
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
622017
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
392020
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
372019
Latent fingerprint identification using deformable minutiae clustering
MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ...
Neurocomputing 175, 851-865, 2016
352016
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
322019
An empirical study of oversampling and undersampling methods for LCMine an emerging pattern based classifier
O Loyola-González, M García-Borroto, MA Medina-Pérez, ...
Mexican Conference on Pattern Recognition, 264-273, 2013
192013
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
182016
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 (5), 959-974, 2019
172019
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
172019
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
172017
Introducing an experimental framework in c# for fingerprint recognition
MA Medina-Pérez, O Loyola-González, AE Gutierrez-Rodríguez, ...
Mexican Conference on Pattern Recognition, 132-141, 2014
142014
Classification based on multivariate contrast patterns
L Cañete-Sifuentes, R Monroy, MA Medina-Pérez, O Loyola-González, ...
IEEE Access 7, 55744-55762, 2019
122019
An explainable artificial intelligence model for clustering numerical databases
O Loyola-Gonzalez, AE Gutierrez-Rodríguez, MA Medina-Pérez, ...
IEEE Access 8, 52370-52384, 2020
112020
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
102019
Cost-sensitive pattern-based classification for class imbalance problems
O Loyola-González, JFCO Martínez-Trinidad, JA Carrasco-Ochoa, ...
IEEE Access 7, 60411-60427, 2019
102019
Identification of Discriminant Factors after Exposure of Maize and Common Bean Plantlets to Abiotic Stresses
JCL Lázaro HERNÁNDEZ, Octavio LOYOLA-GONZÁLEZ, Bárbara VALLE, Julia MARTÍNEZ ...
Notulae Botanicae Horti Agrobotanici Cluj-Napoca 43 (2), 589-598, 2015
10*2015
Comparing quality measures for contrast pattern classifiers
M García-Borroto, O Loyola-Gonzalez, JF Martínez-Trinidad, ...
Iberoamerican Congress on Pattern Recognition, 311-318, 2013
102013
Comparing quality measures for contrast pattern classifiers
M García-Borroto, O Loyola-Gonzalez, JF Martínez-Trinidad, ...
Iberoamerican Congress on Pattern Recognition, 311-318, 2013
102013
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Articles 1–20