Octavio Loyola-González
Octavio Loyola-González
Professor of Computer Science, Tecnologico de Monterrey, Campus Puebla
Dirección de correo verificada de tec.mx - Página principal
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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
692016
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
442017
Latent fingerprint identification using deformable minutiae clustering
MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ...
Neurocomputing 175, 851-865, 2016
272016
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, 48484-48499, 2019
182019
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
172016
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
172013
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
162019
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
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
112019
Comparing quality measures for contrast pattern classifiers
M García-Borroto, O Loyola-Gonzalez, JF Martínez-Trinidad, ...
Iberoamerican Congress on Pattern Recognition, 311-318, 2013
112013
Comparing quality measures for contrast pattern classifiers
M García-Borroto, O Loyola-Gonzalez, JF Martínez-Trinidad, ...
Iberoamerican Congress on Pattern Recognition, 311-318, 2013
112013
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
102017
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
92019
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
92019
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
82020
An empirical comparison among quality measures for pattern based classifiers
O Loyola-González, M Garcia-Borroto, JF Martínez-Trinidad, ...
Intelligent Data Analysis 18 (Supplement 6), 2014
82014
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
72019
A pattern-based approach for detecting pneumatic failures on temporary immersion bioreactors
O Loyola-González, MA Medina-Pérez, D Hernández-Tamayo, R Monroy, ...
Sensors 19 (2), 414, 2019
72019
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
7*2015
José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto, Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced …
O Loyola-González
Neurocomputing 175, 935-947, 2016
62016
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Artículos 1–20