Selecting Objects for ALVOT. - Miguel Angel Medina-Pérez; Milton García-Borroto; Yenny Villuendas-Rey; José Ruiz-Shulcloper (CIARP, 2006)

Simultaneous Features and Objects Selection for Mixed and Incomplete Data. - Yenny Villuendas-Rey; Milton García-Borroto; Miguel Angel Medina-Pérez; José Ruiz-Shulcloper (CIARP, 2006)

Object Selection Based on Subclass Error Correcting for ALVOT. - Miguel Angel Medina-Pérez; Milton García-Borroto; José Ruiz-Shulcloper (CIARP, 2007)

Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor. - Miguel Angel Medina-Pérez; Andrés Eduardo Gutiérrez-Rodríguez; Milton García-Borroto (CIARP, 2009)

New Dissimilarity Measures for Ultraviolet Spectra Identification. - Andrés Eduardo Gutiérrez-Rodríguez; Miguel Angel Medina-Pérez; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Milton García-Borroto (MCPR, 2010)

LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification. - Milton García-Borroto; José Francisco Martínez Trinidad; Jesús Ariel Carrasco-Ochoa; Miguel Angel Medina-Pérez; José Ruiz-Shulcloper (Pattern Recognit., 2010)

Improving the Multiple Alignments Strategy for Fingerprint Verification. - Miguel Angel Medina-Pérez; Milton García-Borroto; Andrés Eduardo Gutiérrez-Rodríguez; Leopoldo Altamirano Robles (MCPR, 2012)

Improving Fingerprint Verification Using Minutiae Triplets. - Miguel Angel Medina-Pérez; Milton García-Borroto; Andrés Eduardo Gutiérrez-Rodríguez; Leopoldo Altamirano Robles (Sensors, 2012)

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)

LPIDB v1.0 - Latent palmprint identification database. - Aythami Morales; Miguel Angel Medina-Pérez; Miguel Angel Ferrer-Ballester; Milton García-Borroto; Leopoldo Altamirano Robles (IJCB, 2014)

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)

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)

Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data. - Jorge Rodríguez-Ruiz; Ari Yair Barrera-Animas; Luis A. Trejo; Miguel Angel Medina-Pérez; Raúl Monroy (Sensors, 2016)

Temporal and Spatial Locality: An Abstraction for Masquerade Detection. - José Benito Camiña; Raúl Monroy; Luis A. Trejo; Miguel Angel Medina-Pérez (IEEE Trans. Inf. Forensics Secur., 2016)

Online personal risk detection based on behavioural and physiological patterns. - Ari Yair Barrera-Animas; Luis A. Trejo; Miguel Angel Medina-Pérez; Raúl Monroy; José Benito Camiña; Fernando Godínez (Inf. Sci., 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)

Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects. - Miguel Angel Medina-Pérez; Raúl Monroy; José Benito Camiña; Milton García-Borroto (Soft Comput., 2017)

A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering. - Andres Jesus Sanchez; Luis Felipe Romero; Siham Tabik; Miguel Angel Medina-Pérez; Francisco Herrera (CAEPIA, 2018)

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)

Some features speak loud, but together they all speak louder: A study on the correlation between classification error and feature usage in decision-tree classification ensembles. - Bárbara Cervantes; Raúl Monroy; Miguel Angel Medina-Pérez; Miguel González-Mendoza 001; Jose Emmanuel Ramirez-Marquez (Eng. Appl. Artif. Intell., 2018)

Cluster validation using an ensemble of supervised classifiers. - Jorge Rodríguez-Ruiz; Miguel Angel Medina-Pérez; Andrés Eduardo Gutiérrez-Rodríguez; Raúl Monroy; Hugo Terashima-Marín (Knowl. Based Syst., 2018)

FiToViz: A Visualisation Approach for Real-Time Risk Situation Awareness. - Armando López-Cuevas; Miguel Angel Medina-Pérez; Raúl Monroy; Jose Emmanuel Ramirez-Marquez; Luis A. Trejo (IEEE Trans. Affect. Comput., 2018)

Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification. - Danilo Valdes-Ramirez; Miguel Angel Medina-Pérez; Raúl Monroy (CIARP, 2019)

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)

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

DNS-ADVP: A Machine Learning Anomaly Detection and Visual Platform to Protect Top-Level Domain Name Servers Against DDoS Attacks. - Luis A. Trejo; Victor Ferman 001; Miguel Angel Medina-Pérez; Fernando Miguel Arredondo Giacinti; Raúl Monroy; Jose Emmanuel Ramirez-Marquez (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)

Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems. - Andres Jesus Sanchez; Luis F. Romero; Daniel Peralta; Miguel Angel Medina-Pérez; Yvan Saeys; Francisco Herrera; Siham Tabik (IEEE Access, 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)

A Review and Experimental Comparison of Multivariate Decision Trees. - Leonardo Cañete-Sifuentes; Raúl Monroy; Miguel Angel Medina-Pérez (IEEE Access, 2021)

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)

A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print. - Javad Khodadoust; Miguel Angel Medina-Pérez; Raúl Monroy; Ali Mohammad Khodadoust; Seyed Saeid Mirkamali (Expert Syst. Appl., 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)

An ensemble of fingerprint matching algorithms based on cylinder codes and mtriplets for latent fingerprint identification. - Danilo Valdes-Ramirez; Miguel Angel Medina-Pérez; Raúl Monroy (Pattern Anal. Appl., 2021)

Towards a Resilience to Stress Index Based on Physiological Response: A Machine Learning Approach. - Ramon E. Diaz-Ramos; Daniela A. Gomez-Cravioto; Luis A. Trejo; Carlos Figueroa López; Miguel Angel Medina-Pérez (Sensors, 2021)

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)

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)

FT4cip: A new functional tree for classification in class imbalance problems. - Leonardo Cañete-Sifuentes; Raúl Monroy; Miguel Angel Medina-Pérez (Knowl. Based Syst., 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)

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)

Improving Identification by Removing Obstructive Minutiae From Latent Fingerprints. - Marcos Daniel Calderón Calderón; Miguel Angel Medina-Pérez; Raúl Monroy (IEEE Access, 2025)

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)

An explainable autoencoder integrating regression and classification trees for anomaly detection. - Zoe Caballero-Domínguez; Raúl Monroy; Miguel Angel Medina-Pérez (Expert Syst. Appl., 2026)