| 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 | 253 | 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 | 158 | 2016 |
| A one-class classification approach for bot detection on Twitter J Rodríguez-Ruiz, JI Mata-Sánchez, R Monroy, O Loyola-Gonzalez, ... Computers & Security 91, 101715, 2020 | 84 | 2020 |
| 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 | 74 | 2017 |
| 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 | 60 | 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 | 58 | 2019 |
| Latent fingerprint identification using deformable minutiae clustering MA Medina-Pérez, AM Moreno, MÁF Ballester, M García-Borroto, ... Neurocomputing 175, 851-865, 2016 | 47 | 2016 |
| 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 | 38 | 2021 |
| An explainable artificial intelligence model for clustering numerical databases O Loyola-Gonzalez, AE Gutierrez-Rodríguez, MA Medina-Pérez, ... IEEE Access 8, 52370-52384, 2020 | 30 | 2020 |
| 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 | 30 | 2019 |
| 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 | 26 | 2013 |
| 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 | 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 | 24 | 2017 |
| 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 | 24 | 2016 |
| 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 | 17 | 2020 |
| Classification based on multivariate contrast patterns L Cañete-Sifuentes, R Monroy, MA Medina-Pérez, O Loyola-González, ... IEEE Access 7, 55744-55762, 2019 | 17 | 2019 |
| Cost-sensitive pattern-based classification for class imbalance problems O Loyola-González, JFCO Martínez-Trinidad, JA Carrasco-Ochoa, ... IEEE Access 7, 60411-60427, 2019 | 16 | 2019 |
| Introducing an experimental framework in c# for fingerprint recognition MA Medina-Pérez, O Loyola-González, AE Gutierrez-Rodríguez, ... Pattern Recognition: 6th Mexican Conference, MCPR 2014, Cancun, Mexico, June …, 2014 | 16 | 2014 |
| Blockchain-based online education content ranking A Garg, P Kumar, M Madhukar, O Loyola-González, M Kumar Education and information technologies, 1-23, 2022 | 15 | 2022 |
| Bot datasets on twitter: Analysis and challenges LD Samper-Escalante, O Loyola-González, R Monroy, MA Medina-Pérez Applied Sciences 11 (9), 4105, 2021 | 15 | 2021 |
Miguel Angel Medina-Pérez, Ph.D.Aeronautical Energy Engineering ServicesEmail confirmado em aeroengy.es
