Octavio Loyola-González

52 papers Journal 37Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Editorial on cyber security intelligence and analytics 2023.
Neural Comput. Appl.
Zheng Xu, Octavio Loyola-González
2025 J jnl
New Evaluation Method for Fuzzy Cluster Validity Indices.
IEEE Access
Ismay Pérez-Sánchez, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Andres E. Gutierrez-Rodriguez
2024 J jnl
A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field.
Intell. Syst. Appl.
Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Worapan Kusakunniran, André Boller, Philipp Terhörst
2024 J jnl
Botnet Identification on Twitter: A Novel Clustering Approach Based on Similarity.
IEEE Access
Luis Daniel Samper Escalante, Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez
2024 J jnl
Enhancing latent palmprints using frequency domain analysis.
Intell. Syst. Appl.
Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Vutipong Areekul, Worapan Kusakunniran
2023 J jnl
Process mining: software comparison, trends, and challenges.
Int. J. Data Sci. Anal.
Octavio Loyola-González
2023 J jnl
Special issue on artificial intelligence-based techniques and applications for intelligent IoT systems.
Neural Comput. Appl.
Jun Ye, Octavio Loyola-González
2023 J jnl
Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection.
IEEE Trans. Dependable Secur. Comput.
Diana Laura Aguilar, Miguel Angel Medina-Pérez, Octavio Loyola-González, Kim-Kwang Raymond Choo, Edoardo Bucheli-Susarrey
2023 J jnl
Towards improving decision tree induction by combining split evaluation measures.
Knowl. Based Syst.
Octavio Loyola-González, Ernesto Ramírez-Sáyago, Miguel Angel Medina-Pérez
2022 — conf
A Novel Survival Analysis-Based Approach for Predicting Behavioral Probability of Default.
MCPR
Cuauhtemoc Daniel Suarez-Ramirez, Juan-Carlos Martínez, Octavio Loyola-González
2022 J jnl
A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities.
ACM Comput. Surv.
Víctor Adrián Sosa-Hernández, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Herrera
2022 J jnl
A secure and robust indexing algorithm for distorted fingerprints and latent palmprints.
Expert Syst. Appl.
Javad Khodadoust, Miguel Angel Medina-Pérez, Octavio Loyola-González, Raúl Monroy, Ali Mohammad Khodadoust
2022 J jnl
Blockchain-based online education content ranking.
Educ. Inf. Technol.
Anuj Garg, Sharmila Arunkumar, Pramod Kumar, Mani Madhukar, Octavio Loyola-González, Manoj Kumar
2022 J jnl
IOGOD: An interpretable outlier generation-based outlier detector for categorical databases.
Expert Syst. Appl.
Michael Alexander Zenkl-Galaz, Octavio Loyola-González, Miguel Angel Medina-Pérez
2021 J jnl
An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification.
IEEE Access
Ismay Pérez-Sánchez, Bárbara Cervantes, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Salvador García, Francisco Herrera
2021 — ed.
Cyber Security Intelligence and Analytics - 2021 International Conference on Cyber Security Intelligence and Analytics (CSIA 2021), Shenyang, China, 19-20 March, 2021, Volume 1
CSIA (1)
Zheng Xu, Reza M. Parizi, Octavio Loyola-González, Xiaolu Zhang
2021 — ed.
Cyber Security Intelligence and Analytics - 2021 International Conference on Cyber Security Intelligence and Analytics (CSIA 2021), Shenyang, China, 19-20 March, 2021, Volume 2
CSIA (2)
Zheng Xu, Reza M. Parizi, Octavio Loyola-González, Xiaolu Zhang
2021 J jnl
PBC4occ: A novel contrast pattern-based classifier for one-class classification.
Future Gener. Comput. Syst.
Diana Laura Aguilar, Octavio Loyola-González, Miguel Angel Medina-Pérez, Leonardo Cañete-Sifuentes, Kim-Kwang Raymond Choo
2021 J jnl
Semi-supervised anomaly detection algorithms: A comparative summary and future research directions.
Knowl. Based Syst.
Miryam Elizabeth Villa-Pérez, Miguel Ángel Álvarez-Carmona, Octavio Loyola-González, Miguel Angel Medina-Pérez, Juan Carlos Velazco-Rossell, Kim-Kwang Raymond Choo
2020 J jnl
A Contrast Pattern-Based Scientometric Study of the QS World University Ranking.
IEEE Access
Octavio Loyola-González, Miguel Angel Medina-Pérez, Raymundo Adrián Coronilla Valdez, Kim-Kwang Raymond Choo
2020 J jnl
A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges.
J. Grid Comput.
Octavio Loyola-González, Miguel Angel Medina-Pérez, Kim-Kwang Raymond Choo
2020 J jnl
A one-class classification approach for bot detection on Twitter.
Comput. Secur.
Jorge Rodríguez-Ruiz, Javier Israel Mata-Sánchez, Raúl Monroy, Octavio Loyola-González, Armando López-Cuevas
2020 J jnl
An Explainable Artificial Intelligence Model for Clustering Numerical Databases.
IEEE Access
Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, Raúl Monroy, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2020 — ed.
Cyber Security Intelligence and Analytics - Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics, CSIA 2020, Haikou, China, 28-29 February 2020, Volume 1
CSIA (1)
Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González
2020 — ed.
Cyber Security Intelligence and Analytics - Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics, CSIA 2020, Haikou, China, 28-29 February 2020, Volume 2
CSIA (2)
Zheng Xu, Reza M. Parizi, Mohammad Hammoudeh, Octavio Loyola-González
2020 — conf
Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification.
MCPR
Ernesto Ramírez-Sáyago, Octavio Loyola-González, Miguel Angel Medina-Pérez
2019 J jnl
A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors.
Sensors
Octavio Loyola-González, Miguel Angel Medina-Pérez, Dayton Hernández-Tamayo, Raúl Monroy, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2019 J jnl
A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation.
IEEE Access
Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Jorge Rodríguez-Ruiz, Aythami Morales, Francisco Herrera
2019 J jnl
A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance.
Expert Syst. Appl.
Jorge Rodríguez-Ruiz, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González
2019 J jnl
Bagging-RandomMiner: a one-class classifier for file access-based masquerade detection.
Mach. Vis. Appl.
José Benito Camiña, Miguel Angel Medina-Pérez, Raúl Monroy, Octavio Loyola-González, Luis Angel Pereyra Villanueva, Luis Carlos González-Gurrola
2019 J jnl
Black-Box vs. White-Box: Understanding Their Advantages and Weaknesses From a Practical Point of View.
IEEE Access
Octavio Loyola-González
2019 J jnl
Classification Based on Multivariate Contrast Patterns.
IEEE Access
Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Vera Voronisky
2019 J jnl
Cluster validation in clustering-based one-class classification.
Expert Syst. J. Knowl. Eng.
Jorge Rodríguez-Ruiz, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Bárbara Cervantes
2019 J jnl
Contrast Pattern-Based Classification for Bot Detection on Twitter.
IEEE Access
Octavio Loyola-González, Raúl Monroy, Jorge Rodríguez-Ruiz, Armando López-Cuevas, Javier Israel Mata-Sánchez
2019 J jnl
Cost-Sensitive Pattern-Based classification for Class Imbalance problems.
IEEE Access
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2019 J jnl
Fusing pattern discovery and visual analytics approaches in tweet propagation.
Inf. Fusion
Octavio Loyola-González, Armando López-Cuevas, Miguel Angel Medina-Pérez, Benito Camiña, Jose Emmanuel Ramirez-Marquez, Raúl Monroy
2019 J jnl
Image Annotation as Text-Image Matching: Challenge Design and Results.
Computación y Sistemas
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
2019 — conf
The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study.
MCPR
Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
2019 — conf
Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model.
MICAI
Octavio Loyola-González
2018 — conf
An Approach Based on Contrast Patterns for Bot Detection on Web Log Files.
MICAI (1)
Octavio Loyola-González, Raúl Monroy, Miguel Angel Medina-Pérez, Bárbara Cervantes, José Ernesto Grimaldo-Tijerina
2017 — conf
A Novel Contrast Pattern Selection Method for Class Imbalance Problems.
MCPR
Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2017 J jnl
Evaluation of quality measures for contrast patterns by using unseen objects.
Expert Syst. Appl.
Milton García-Borroto, Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa
2017 J jnl
PBC4cip: A new contrast pattern-based classifier for class imbalance problems.
Knowl. Based Syst.
Octavio Loyola-González, Miguel Angel Medina-Pérez, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Raúl Monroy, Milton García-Borroto
2016 — conf
Detecting Pneumatic Failures on Temporary Immersion Bioreactors.
MCPR
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Dayton Hernández-Tamayo, Milton García-Borroto
2016 J jnl
Effect of class imbalance on quality measures for contrast patterns: An experimental study.
Inf. Sci.
Octavio Loyola-González, José Fco. Martínez-Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2016 J jnl
Latent fingerprint identification using deformable minutiae clustering.
Neurocomputing
Miguel Angel Medina-Pérez, Aythami Morales Moreno, Miguel Angel Ferrer-Ballester, Milton García-Borroto, Octavio Loyola-González, Leopoldo Altamirano Robles
2016 J jnl
Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases.
Neurocomputing
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2015 — conf
Correlation of Resampling Methods for Contrast Pattern Based Classifiers.
MCPR
Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2014 J jnl
An empirical comparison among quality measures for pattern based classifiers.
Intell. Data Anal.
Octavio Loyola-González, Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa
2014 — conf
Introducing an Experimental Framework in C# for Fingerprint Recognition.
MCPR
Miguel Angel Medina-Pérez, Octavio Loyola-González, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto, Leopoldo Altamirano Robles
2013 — conf
An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier.
MCPR
Octavio Loyola-González, Milton García-Borroto, Miguel Angel Medina-Pérez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Guillermo De Ita Luna
2013 — conf
Comparing Quality Measures for Contrast Pattern Classifiers.
CIARP (1)
Milton García-Borroto, Octavio Loyola-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa