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ORCIDRaúl Monroy
- > Home > Persons > Raúl Monroy
Publications
- 2024
[j53]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: 200320 (2024)- 2022
- [j51]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): 18:1-18:38 (2022) - [j50]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: 117806 (2022) - [j49]Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez:
FT4cip: A new functional tree for classification in class imbalance problems. Knowl. Based Syst. 252: 109294 (2022) - 2021
- [j48]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: 85488-85499 (2021) - [j47]Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez:
A Review and Experimental Comparison of Multivariate Decision Trees. IEEE Access 9: 110451-110479 (2021) - [j45]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: 114687 (2021) - [j43]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): 433-444 (2021) - 2020
- [j39]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: 52370-52384 (2020) - 2019
- [j36]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: 48484-48499 (2019) - [j35]Leonardo Cañete-Sifuentes, Raúl Monroy, Miguel Angel Medina-Pérez, Octavio Loyola-González, Francisco Vera Voronisky:
Classification Based on Multivariate Contrast Patterns. IEEE Access 7: 55744-55762 (2019) - [j34]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: 116358-116369 (2019) - [j33]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) - [j32]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: 30-44 (2019) - [j31]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: 91-101 (2019) - [j30]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): 959-974 (2019) - [j29]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): 414 (2019) - [c31]Danilo Valdes-Ramirez, Miguel Angel Medina-Pérez, Raúl Monroy:
Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification. CIARP 2019: 230-240 - 2018
- [j27]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: 270-282 (2018) - [j26]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: 134-144 (2018) - [j25]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): 372-382 (2018) - [c30]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: 276-285 - 2017
- [j23]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: 281-297 (2017) - [j22]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: 100-109 (2017) - [j20]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): 557-569 (2017) - 2016
- [j17]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): 1619 (2016) - [j16]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): 2036-2051 (2016)
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