Octavio Loyola-González

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 40

Top Topics

Fingerprint Identification

Feature Representations

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Vutipong Areekul, Worapan Kusakunniran
Enhancing latent palmprints using frequency domain analysis. Intell. Syst. Appl. 23 (2024)
Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Worapan Kusakunniran, André Boller, Philipp Terhörst
A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field. Intell. Syst. Appl. 21 (2024)
Jun Ye, Octavio Loyola-González
Special issue on artificial intelligence-based techniques and applications for intelligent IoT systems. Neural Comput. Appl. 35 (12) (2023)
Octavio Loyola-González
Process mining: software comparison, trends, and challenges. Int. J. Data Sci. Anal. 15 (4) (2023)
Diana Laura Aguilar, Miguel Angel Medina-Pérez, Octavio Loyola-González, Kim-Kwang Raymond Choo, Edoardo Bucheli-Susarrey
Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection. IEEE Trans. Dependable Secur. Comput. 20 (2) (2023)
Octavio Loyola-González, Ernesto Ramírez-Sáyago, Miguel Angel Medina-Pérez
Towards improving decision tree induction by combining split evaluation measures. Knowl. Based Syst. 277 (2023)
Anuj Garg, Sharmila A, Pramod Kumar, Mani Madhukar, Octavio Loyola-González, Manoj Kumar
Blockchain-based online education content ranking. Educ. Inf. Technol. 27 (4) (2022)
Javad Khodadoust, Miguel Angel Medina-Pérez, Octavio Loyola-González, Raúl Monroy, Ali Mohammad Khodadoust
A secure and robust indexing algorithm for distorted fingerprints and latent palmprints. Expert Syst. Appl. 206 (2022)
Cuauhtemoc Daniel Suarez-Ramirez, Juan-Carlos Martínez, Octavio Loyola-González
A Novel Survival Analysis-Based Approach for Predicting Behavioral Probability of Default. MCPR (2022)
Michael Alexander Zenkl-Galaz, Octavio Loyola-González, Miguel Angel Medina-Pérez
IOGOD: An interpretable outlier generation-based outlier detector for categorical databases. Expert Syst. Appl. 195 (2022)
Ismay Pérez-Sánchez, Bárbara Cervantes, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Salvador García, Francisco Herrera
An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification. IEEE Access 9 (2021)
Miryam Elizabeth Villa-Pérez, Miguel Ángel Álvarez Carmona, Octavio Loyola-González, Miguel Angel Medina-Pérez, Juan Carlos Velazco-Rossell, Kim-Kwang Raymond Choo
Semi-supervised anomaly detection algorithms: A comparative summary and future research directions. Knowl. Based Syst. 218 (2021)
Víctor Adrián Sosa-Hernández, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Herrera
A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities. ACM Comput. Surv. 54 (1) (2021)
Diana Laura Aguilar, Octavio Loyola-González, Miguel Angel Medina-Pérez, Leonardo Cañete-Sifuentes, Kim-Kwang Raymond Choo
PBC4occ: A novel contrast pattern-based classifier for one-class classification. Future Gener. Comput. Syst. 125 (2021)
Octavio Loyola-González, Miguel Angel Medina-Pérez, Kim-Kwang Raymond Choo
A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges. J. Grid Comput. 18 (4) (2020)
Octavio Loyola-González, Miguel Angel Medina-Pérez, Raymundo Adrián Coronilla Valdez, Kim-Kwang Raymond Choo
A Contrast Pattern-Based Scientometric Study of the QS World University Ranking. IEEE Access 8 (2020)
Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, Raúl Monroy, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
An Explainable Artificial Intelligence Model for Clustering Numerical Databases. IEEE Access 8 (2020)
Ernesto Ramírez-Sáyago, Octavio Loyola-González, Miguel Angel Medina-Pérez
Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification. MCPR (2020)
Jorge Rodríguez-Ruiz, Javier Israel Mata-Sánchez, Raúl Monroy, Octavio Loyola-González, Armando López-Cuevas
A one-class classification approach for bot detection on Twitter. Comput. Secur. 91 (2020)
Jorge Rodríguez-Ruiz, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González
A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance. Expert Syst. Appl. 131 (2019)
Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Jorge Rodríguez-Ruiz, Aythami Morales, Francisco Herrera
A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation. IEEE Access 7 (2019)
Octavio Loyola-González, Raúl Monroy, Jorge Rodríguez-Ruiz, Armando López-Cuevas, Javier Israel Mata-Sánchez
Contrast Pattern-Based Classification for Bot Detection on Twitter. IEEE Access 7 (2019)
Octavio Loyola-González, Miguel Angel Medina-Pérez, Dayton Hernández-Tamayo, Raúl Monroy, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors. Sensors 19 (2) (2019)
Octavio Loyola-González
Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model. MICAI (2019)
Octavio Loyola-González, Armando López-Cuevas, Miguel Angel Medina-Pérez, Benito Camiña, Jose Emmanuel Ramirez-Marquez, Raúl Monroy
Fusing pattern discovery and visual analytics approaches in tweet propagation. Inf. Fusion 46 (2019)
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
Cost-Sensitive Pattern-Based classification for Class Imbalance problems. IEEE Access 7 (2019)
Luis Pellegrin, Octavio Loyola-González, José Ortiz-Bejar, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Eric Sadit Tellez, Mario Graff, Sabino Miranda-Jiménez, Daniela Moctezuma, Mauricio García-Limón, Alicia Morales-Reyes, Carlos A. Reyes García, Eduardo F. Morales, Hugo Jair Escalante
Image Annotation as Text-Image Matching: Challenge Design and Results. Computación y Sistemas 23 (4) (2019)
José Benito Camiña, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Luis Angel Pereyra Villanueva, Luis Carlos González-Gurrola
Bagging-RandomMiner: a one-class classifier for file access-based masquerade detection. Mach. Vis. Appl. 30 (5) (2019)
Octavio Loyola-González
Black-Box vs. White-Box: Understanding Their Advantages and Weaknesses From a Practical Point of View. IEEE Access 7 (2019)
Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. MCPR (2019)
Jorge Rodríguez-Ruiz, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Bárbara Cervantes
Cluster validation in clustering-based one-class classification. Expert Syst. J. Knowl. Eng. 36 (6) (2019)
Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Vera Voronisky
Classification Based on Multivariate Contrast Patterns. IEEE Access 7 (2019)
Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez, Bárbara Cervantes, José Ernesto Grimaldo-Tijerina
An Approach Based on Contrast Patterns for Bot Detection on Web Log Files. MICAI (1) (2018)
Milton García-Borroto, Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
Evaluation of quality measures for contrast patterns by using unseen objects. Expert Syst. Appl. 83 (2017)
Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Raúl Monroy, Milton García-Borroto
PBC4cip: A new contrast pattern-based classifier for class imbalance problems. Knowl. Based Syst. 115 (2017)
Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
A Novel Contrast Pattern Selection Method for Class Imbalance Problems. MCPR (2017)
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Dayton Hernández-Tamayo, Milton García-Borroto
Detecting Pneumatic Failures on Temporary Immersion Bioreactors. MCPR (2016)
Miguel Angel Medina-Pérez, Aythami Morales Moreno, Miguel Angel Ferrer-Ballester, Milton García-Borroto, Octavio Loyola-González, Leopoldo Altamirano Robles
Latent fingerprint identification using deformable minutiae clustering. Neurocomputing 175 (2016)
Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
Effect of class imbalance on quality measures for contrast patterns: An experimental study. Inf. Sci. 374 (2016)
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases. Neurocomputing 175 (2016)
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
Correlation of Resampling Methods for Contrast Pattern Based Classifiers. MCPR (2015)
Miguel Angel Medina-Pérez, Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto, Leopoldo Altamirano Robles
Introducing an Experimental Framework in C# for Fingerprint Recognition. MCPR (2014)
Octavio Loyola-González, Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
An empirical comparison among quality measures for pattern based classifiers. Intell. Data Anal. 18 (Supplement) (2014)
Octavio Loyola-González, Milton García-Borroto, Miguel Angel Medina-Pérez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo De Ita Luna
An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier. MCPR (2013)
Milton García-Borroto, Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
Comparing Quality Measures for Contrast Pattern Classifiers. CIARP (1) (2013)