Comparing Quality Measures for Contrast Pattern Classifiers. - Milton García-Borroto; Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (CIARP (1), 2013)

An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier. - Octavio Loyola-González; Milton García-Borroto; Miguel Angel Medina-Pérez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Guillermo De Ita Luna (MCPR, 2013)

Introducing an Experimental Framework in C# for Fingerprint Recognition. - Miguel Angel Medina-Pérez; Octavio Loyola-González; Andrés Eduardo Gutiérrez-Rodríguez; Milton García-Borroto; Leopoldo Altamirano Robles (MCPR, 2014)

An empirical comparison among quality measures for pattern based classifiers. - Octavio Loyola-González; Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa (Intell. Data Anal., 2014)

Correlation of Resampling Methods for Contrast Pattern Based Classifiers. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (MCPR, 2015)

Detecting Pneumatic Failures on Temporary Immersion Bioreactors. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Dayton Hernández-Tamayo; Milton García-Borroto (MCPR, 2016)

Study of the impact of resampling methods for contrast pattern based classifiers in imbalanced databases. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (Neurocomputing, 2016)

Latent fingerprint identification using deformable minutiae clustering. - Miguel Angel Medina-Pérez; Aythami Morales Moreno; Miguel Angel Ferrer-Ballester; Milton García-Borroto; Octavio Loyola-González; Leopoldo Altamirano Robles (Neurocomputing, 2016)

Effect of class imbalance on quality measures for contrast patterns: An experimental study. - Octavio Loyola-González; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (Inf. Sci., 2016)

A Novel Contrast Pattern Selection Method for Class Imbalance Problems. - Octavio Loyola-González; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (MCPR, 2017)

Evaluation of quality measures for contrast patterns by using unseen objects. - Milton García-Borroto; Octavio Loyola-González; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (Expert Syst. Appl., 2017)

PBC4cip: A new contrast pattern-based classifier for class imbalance problems. - Octavio Loyola-González; Miguel Angel Medina-Pérez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa; Raúl Monroy; Milton García-Borroto (Knowl. Based Syst., 2017)

An Approach Based on Contrast Patterns for Bot Detection on Web Log Files. - Octavio Loyola-González; Raúl Monroy; Miguel Angel Medina-Pérez; Bárbara Cervantes; José Ernesto Grimaldo-Tijerina (MICAI (1), 2018)

The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study. - Octavio Loyola-González; Miguel Angel Medina-Pérez; José Fco. Martínez-Trinidad; Jesús Ariel Carrasco-Ochoa (MCPR, 2019)

Understanding the Criminal Behavior in Mexico City through an Explainable Artificial Intelligence Model. - Octavio Loyola-González (MICAI, 2019)

Classification Based on Multivariate Contrast Patterns. - Leonardo Cañete-Sifuentes; Raúl Monroy; Miguel Angel Medina-Pérez; Octavio Loyola-González; Francisco Vera Voronisky (IEEE Access, 2019)

Contrast Pattern-Based Classification for Bot Detection on Twitter. - Octavio Loyola-González; Raúl Monroy; Jorge Rodríguez-Ruiz; Armando López-Cuevas; Javier Israel Mata-Sánchez (IEEE Access, 2019)

Cost-Sensitive Pattern-Based classification for Class Imbalance problems. - Octavio Loyola-González; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (IEEE Access, 2019)

Black-Box vs. White-Box: Understanding Their Advantages and Weaknesses From a Practical Point of View. - Octavio Loyola-González (IEEE Access, 2019)

A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation. - Danilo Valdes-Ramirez; Miguel Angel Medina-Pérez; Raúl Monroy; Octavio Loyola-González; Jorge Rodríguez-Ruiz; Aythami Morales; Francisco Herrera (IEEE Access, 2019)

Image Annotation as Text-Image Matching: Challenge Design and Results. - 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 001; Mauricio García-Limón; Alicia Morales-Reyes; Carlos A. Reyes García; et al. (Computación y Sistemas, 2019)

Cluster validation in clustering-based one-class classification. - Jorge Rodríguez-Ruiz; Raúl Monroy; Miguel Angel Medina-Pérez; Octavio Loyola-González; Bárbara Cervantes (Expert Syst. J. Knowl. Eng., 2019)

A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance. - Jorge Rodríguez-Ruiz; Miguel Angel Medina-Pérez; Raúl Monroy; Octavio Loyola-González (Expert Syst. Appl., 2019)

Fusing pattern discovery and visual analytics approaches in tweet propagation. - Octavio Loyola-González; Armando López-Cuevas; Miguel Angel Medina-Pérez; Benito Camiña; Jose Emmanuel Ramirez-Marquez; Raúl Monroy (Inf. Fusion, 2019)

Bagging-RandomMiner: a one-class classifier for file access-based masquerade detection. - José Benito Camiña; Miguel Angel Medina-Pérez; Raúl Monroy; Octavio Loyola-González; Luis Angel Pereyra Villanueva; Luis Carlos González-Gurrola (Mach. Vis. Appl., 2019)

A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors. - Octavio Loyola-González; Miguel Angel Medina-Pérez; Dayton Hernández-Tamayo; Raúl Monroy; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (Sensors, 2019)

Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification. - Ernesto Ramírez-Sáyago; Octavio Loyola-González; Miguel Angel Medina-Pérez (MCPR, 2020)

An Explainable Artificial Intelligence Model for Clustering Numerical Databases. - Octavio Loyola-González; Andrés Eduardo Gutiérrez-Rodríguez; Miguel Angel Medina-Pérez; Raúl Monroy; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (IEEE Access, 2020)

A Contrast Pattern-Based Scientometric Study of the QS World University Ranking. - Octavio Loyola-González; Miguel Angel Medina-Pérez; Raymundo Adrián Coronilla Valdez; Kim-Kwang Raymond Choo (IEEE Access, 2020)

A one-class classification approach for bot detection on Twitter. - Jorge Rodríguez-Ruiz; Javier Israel Mata-Sánchez; Raúl Monroy; Octavio Loyola-González; Armando López-Cuevas (Comput. Secur., 2020)

A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges. - Octavio Loyola-González; Miguel Angel Medina-Pérez; Kim-Kwang Raymond Choo (J. Grid Comput., 2020)

An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification. - Ismay Pérez-Sánchez; Bárbara Cervantes; Miguel Angel Medina-Pérez; Raúl Monroy; Octavio Loyola-González; Salvador García 001; Francisco Herrera (IEEE Access, 2021)

PBC4occ: A novel contrast pattern-based classifier for one-class classification. - Diana Laura Aguilar; Octavio Loyola-González; Miguel Angel Medina-Pérez; Leonardo Cañete-Sifuentes; Kim-Kwang Raymond Choo (Future Gener. Comput. Syst., 2021)

Semi-supervised anomaly detection algorithms: A comparative summary and future research directions. - Miryam Elizabeth Villa-Pérez; Miguel Ángel Álvarez-Carmona; Octavio Loyola-González; Miguel Angel Medina-Pérez; Juan Carlos Velazco-Rossell; Kim-Kwang Raymond Choo (Knowl. Based Syst., 2021)

A Novel Survival Analysis-Based Approach for Predicting Behavioral Probability of Default. - Cuauhtemoc Daniel Suarez-Ramirez; Juan-Carlos Martínez; Octavio Loyola-González (MCPR, 2022)

A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities. - Víctor Adrián Sosa-Hernández; Raúl Monroy; Miguel Angel Medina-Pérez; Octavio Loyola-González; Francisco Herrera (ACM Comput. Surv., 2022)

Blockchain-based online education content ranking. - Anuj Garg; Sharmila A; Pramod Kumar; Mani Madhukar; Octavio Loyola-González; Manoj Kumar 009 (Educ. Inf. Technol., 2022)

A secure and robust indexing algorithm for distorted fingerprints and latent palmprints. - Javad Khodadoust; Miguel Angel Medina-Pérez; Octavio Loyola-González; Raúl Monroy; Ali Mohammad Khodadoust (Expert Syst. Appl., 2022)

IOGOD: An interpretable outlier generation-based outlier detector for categorical databases. - Michael Alexander Zenkl-Galaz; Octavio Loyola-González; Miguel Angel Medina-Pérez (Expert Syst. Appl., 2022)

Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection. - Diana Laura Aguilar; Miguel Angel Medina-Pérez; Octavio Loyola-González; Kim-Kwang Raymond Choo; Edoardo Bucheli-Susarrey (IEEE Trans. Dependable Secur. Comput., 2023)

Special issue on artificial intelligence-based techniques and applications for intelligent IoT systems. - Jun Ye; Octavio Loyola-González (Neural Comput. Appl., 2023)

Process mining: software comparison, trends, and challenges. - Octavio Loyola-González (Int. J. Data Sci. Anal., 2023)

Towards improving decision tree induction by combining split evaluation measures. - Octavio Loyola-González; Ernesto Ramírez-Sáyago; Miguel Angel Medina-Pérez (Knowl. Based Syst., 2023)

Botnet Identification on Twitter: A Novel Clustering Approach Based on Similarity. - Luis Daniel Samper Escalante; Octavio Loyola-González; Raúl Monroy; Miguel Angel Medina-Pérez (IEEE Access, 2024)

Enhancing latent palmprints using frequency domain analysis. - Javad Khodadoust; Raúl Monroy; Miguel Angel Medina-Pérez; Octavio Loyola-González; Vutipong Areekul; Worapan Kusakunniran (Intell. Syst. Appl., 2024)

A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field. - Javad Khodadoust; Raúl Monroy; Miguel Angel Medina-Pérez; Octavio Loyola-González; Worapan Kusakunniran; André Boller; Philipp Terhörst (Intell. Syst. Appl., 2024)

New Evaluation Method for Fuzzy Cluster Validity Indices. - Ismay Pérez-Sánchez; Miguel Angel Medina-Pérez; Raúl Monroy; Octavio Loyola-González; Andres E. Gutierrez-Rodriguez (IEEE Access, 2025)

Editorial on cyber security intelligence and analytics 2023. - Zheng Xu 001; Octavio Loyola-González (Neural Comput. Appl., 2025)