Miguel Angel Medina-Pérez

59 papers B 1C 5Journal 45Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multibiometric system based on finger photo and palm photo.
Multim. Tools Appl.
Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Worapan Kusakunniran, Ali Mohammad Khodadoust
2026 J jnl
An explainable autoencoder integrating regression and classification trees for anomaly detection.
Expert Syst. Appl.
Zoe Caballero-Domínguez, Raúl Monroy, Miguel Angel Medina-Pérez
2026 J jnl
Minutiae-based palm photo recognition using deep neural networks.
Eng. Appl. Artif. Intell.
Javad Khodadoust, Raúl Monroy, Miguel Angel Medina-Pérez, Emanuela Marasco, Worapan Kusakunniran
2025 J jnl
Improving Identification by Removing Obstructive Minutiae From Latent Fingerprints.
IEEE Access
Marcos Daniel Calderón Calderón, Miguel Angel Medina-Pérez, Raúl Monroy
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
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 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
FT4cip: A new functional tree for classification in class imbalance problems.
Knowl. Based Syst.
Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez
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
A Review and Experimental Comparison of Multivariate Decision Trees.
IEEE Access
Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez
2021 J jnl
A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print.
Expert Syst. Appl.
Javad Khodadoust, Miguel Angel Medina-Pérez, Raúl Monroy, Ali Mohammad Khodadoust, Seyed Saeid Mirkamali
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 J jnl
An ensemble of fingerprint matching algorithms based on cylinder codes and mtriplets for latent fingerprint identification.
Pattern Anal. Appl.
Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy
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
2021 J jnl
Towards a Resilience to Stress Index Based on Physiological Response: A Machine Learning Approach.
Sensors
Ramon E. Diaz-Ramos, Daniela A. Gomez-Cravioto, Luis A. Trejo, Carlos Figueroa López, Miguel Angel Medina-Pérez
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
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 J jnl
Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems.
IEEE Access
Andres Jesus Sanchez, Luis F. Romero, Daniel Peralta, Miguel Angel Medina-Pérez, Yvan Saeys, Francisco Herrera, Siham Tabik
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
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
DNS-ADVP: A Machine Learning Anomaly Detection and Visual Platform to Protect Top-Level Domain Name Servers Against DDoS Attacks.
IEEE Access
Luis A. Trejo, Victor Ferman, Miguel Angel Medina-Pérez, Fernando Miguel Arredondo Giacinti, Raúl Monroy, Jose Emmanuel Ramirez-Marquez
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 C conf
Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification.
CIARP
Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy
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
2018 — conf
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering.
CAEPIA
Andres Jesus Sanchez, Luis Felipe Romero, Siham Tabik, Miguel Angel Medina-Pérez, Francisco Herrera
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
2018 J jnl
Cluster validation using an ensemble of supervised classifiers.
Knowl. Based Syst.
Jorge Rodríguez-Ruiz, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Raúl Monroy, Hugo Terashima-Marín
2018 J jnl
FiToViz: A Visualisation Approach for Real-Time Risk Situation Awareness.
IEEE Trans. Affect. Comput.
Armando López-Cuevas, Miguel Angel Medina-Pérez, Raúl Monroy, Jose Emmanuel Ramirez-Marquez, Luis A. Trejo
2018 J jnl
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.
Eng. Appl. Artif. Intell.
Bárbara Cervantes, Raúl Monroy, Miguel Angel Medina-Pérez, Miguel González-Mendoza, Jose Emmanuel Ramirez-Marquez
2017 J jnl
Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects.
Soft Comput.
Miguel Angel Medina-Pérez, Raúl Monroy, José Benito Camiña, Milton García-Borroto
2017 J jnl
Online personal risk detection based on behavioural and physiological patterns.
Inf. Sci.
Ari Yair Barrera-Animas, Luis A. Trejo, Miguel Angel Medina-Pérez, Raúl Monroy, José Benito Camiña, Fernando Godínez
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 J jnl
Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data.
Sensors
Jorge Rodríguez-Ruiz, Ari Yair Barrera-Animas, Luis A. Trejo, Miguel Angel Medina-Pérez, Raúl Monroy
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
Temporal and Spatial Locality: An Abstraction for Masquerade Detection.
IEEE Trans. Inf. Forensics Secur.
José Benito Camiña, Raúl Monroy, Luis A. Trejo, Miguel Angel Medina-Pérez
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
2014 B conf
LPIDB v1.0 - Latent palmprint identification database.
IJCB
Aythami Morales, Miguel Angel Medina-Pérez, Miguel Angel Ferrer-Ballester, 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
2012 J jnl
Improving Fingerprint Verification Using Minutiae Triplets.
Sensors
Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles
2012 — conf
Improving the Multiple Alignments Strategy for Fingerprint Verification.
MCPR
Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles
2010 J jnl
LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification.
Pattern Recognit.
Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper
2010 — conf
New Dissimilarity Measures for Ultraviolet Spectra Identification.
MCPR
Andrés Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
2009 C conf
Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor.
CIARP
Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto
2007 C conf
Object Selection Based on Subclass Error Correcting for ALVOT.
CIARP
Miguel Angel Medina-Pérez, Milton García-Borroto, José Ruiz-Shulcloper
2006 C conf
Selecting Objects for ALVOT.
CIARP
Miguel Angel Medina-Pérez, Milton García-Borroto, Yenny Villuendas-Rey, José Ruiz-Shulcloper
2006 C conf
Simultaneous Features and Objects Selection for Mixed and Incomplete Data.
CIARP
Yenny Villuendas-Rey, Milton García-Borroto, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper