Miguel Angel Medina-Pérez

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 42

Top Topics

Fingerprint Identification

Feature Representations

Top Venues

Knowl. Based Syst.

Expert Syst. Appl.

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)
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)
Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez
FT4cip: A new functional tree for classification in class imbalance problems. Knowl. Based Syst. 252 (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)
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)
Ramon E. Diaz-Ramos, Daniela A. Gomez-Cravioto, Luis A. Trejo, Carlos Figueroa López, Miguel Angel Medina-Pérez
Towards a Resilience to Stress Index Based on Physiological Response: A Machine Learning Approach. Sensors 21 (24) (2021)
Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy
An ensemble of fingerprint matching algorithms based on cylinder codes and mtriplets for latent fingerprint identification. Pattern Anal. Appl. 24 (2) (2021)
Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez
A Review and Experimental Comparison of Multivariate Decision Trees. IEEE Access 9 (2021)
Javad Khodadoust, Miguel Angel Medina-Pérez, Raúl Monroy, Ali Mohammad Khodadoust, Seyed Saeid Mirkamali
A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print. Expert Syst. Appl. 176 (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)
Andres Jesus Sanchez, Luis F. Romero, Daniel Peralta, Miguel Angel Medina-Pérez, Yvan Saeys, Francisco Herrera, Siham Tabik
Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems. 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, 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, 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, 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)
Luis A. Trejo, Victor Ferman, Miguel Angel Medina-Pérez, Fernando Miguel Arredondo Giacinti, Raúl Monroy, Jose Emmanuel Ramirez-Marquez
DNS-ADVP: A Machine Learning Anomaly Detection and Visual Platform to Protect Top-Level Domain Name Servers Against DDoS Attacks. 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)
Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy
Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification. CIARP (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)
Jorge Rodríguez-Ruiz, Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Raúl Monroy, Hugo Terashima-Marín
Cluster validation using an ensemble of supervised classifiers. Knowl. Based Syst. 145 (2018)
Andres Jesus Sanchez, Luis Felipe Romero, Siham Tabik, Miguel Angel Medina-Pérez, Francisco Herrera
A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering. CAEPIA (2018)
Armando López-Cuevas, Miguel Angel Medina-Pérez, Raúl Monroy, Jose Emmanuel Ramirez-Marquez, Luis A. Trejo
FiToViz: A Visualisation Approach for Real-Time Risk Situation Awareness. IEEE Trans. Affect. Comput. 9 (3) (2018)
Bárbara Cervantes, Raúl Monroy, Miguel Angel Medina-Pérez, Miguel González-Mendoza, Jose Emmanuel Ramirez-Marquez
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. 67 (2018)
Miguel Angel Medina-Pérez, Raúl Monroy, José Benito Camiña, Milton García-Borroto
Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects. Soft Comput. 21 (3) (2017)
Ari Yair Barrera-Animas, Luis A. Trejo, Miguel Angel Medina-Pérez, Raúl Monroy, José Benito Camiña, Fernando Godínez
Online personal risk detection based on behavioural and physiological patterns. Inf. Sci. 384 (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)
Jorge Rodríguez-Ruiz, Ari Yair Barrera-Animas, Luis A. Trejo, Miguel Angel Medina-Pérez, Raúl Monroy
Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data. Sensors 16 (10) (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)
José Benito Camiña, Raúl Monroy, Luis A. Trejo, Miguel Angel Medina-Pérez
Temporal and Spatial Locality: An Abstraction for Masquerade Detection. IEEE Trans. Inf. Forensics Secur. 11 (9) (2016)
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)
Aythami Morales, Miguel Angel Medina-Pérez, Miguel Angel Ferrer-Ballester, Milton García-Borroto, Leopoldo Altamirano Robles
LPIDB v1.0 - Latent palmprint identification database. IJCB (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)
Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles
Improving the Multiple Alignments Strategy for Fingerprint Verification. MCPR (2012)
Miguel Angel Medina-Pérez, Milton García-Borroto, Andrés Eduardo Gutiérrez-Rodríguez, Leopoldo Altamirano Robles
Improving Fingerprint Verification Using Minutiae Triplets. Sensors 12 (3) (2012)
Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper
LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification. Pattern Recognit. 43 (9) (2010)
Andrés Eduardo Gutiérrez-Rodríguez, Miguel Angel Medina-Pérez, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Milton García-Borroto
New Dissimilarity Measures for Ultraviolet Spectra Identification. MCPR (2010)
Miguel Angel Medina-Pérez, Andrés Eduardo Gutiérrez-Rodríguez, Milton García-Borroto
Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor. CIARP (2009)
Miguel Angel Medina-Pérez, Milton García-Borroto, José Ruiz-Shulcloper
Object Selection Based on Subclass Error Correcting for ALVOT. CIARP (2007)
Yenny Villuendas-Rey, Milton García-Borroto, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper
Simultaneous Features and Objects Selection for Mixed and Incomplete Data. CIARP (2006)
Miguel Angel Medina-Pérez, Milton García-Borroto, Yenny Villuendas-Rey, José Ruiz-Shulcloper
Selecting Objects for ALVOT. CIARP (2006)