Miguel Angel Medina-Pérez

Orcid: 0000-0003-4511-2252

According to our database1, Miguel Angel Medina-Pérez authored at least 54 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A novel indexing algorithm for latent palmprints leveraging minutiae and orientation field.
Intell. Syst. Appl., March, 2024

Enhancing latent palmprints using frequency domain analysis.
Intell. Syst. Appl., 2024

Botnet Identification on Twitter: A Novel Clustering Approach Based on Similarity.
IEEE Access, 2024

2023
Towards improving decision tree induction by combining split evaluation measures.
Knowl. Based Syst., October, 2023

Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection.
IEEE Trans. Dependable Secur. Comput., 2023

2022
FT4cip: A new functional tree for classification in class imbalance problems.
Knowl. Based Syst., 2022

IOGOD: An interpretable outlier generation-based outlier detector for categorical databases.
Expert Syst. Appl., 2022

A secure and robust indexing algorithm for distorted fingerprints and latent palmprints.
Expert Syst. Appl., 2022

A Practical Tutorial for Decision Tree Induction: Evaluation Measures for Candidate Splits and Opportunities.
ACM Comput. Surv., 2022

2021
Towards a Resilience to Stress Index Based on Physiological Response: A Machine Learning Approach.
Sensors, 2021

An ensemble of fingerprint matching algorithms based on cylinder codes and mtriplets for latent fingerprint identification.
Pattern Anal. Appl., 2021

Semi-supervised anomaly detection algorithms: A comparative summary and future research directions.
Knowl. Based Syst., 2021

PBC4occ: A novel contrast pattern-based classifier for one-class classification.
Future Gener. Comput. Syst., 2021

A multibiometric system based on the fusion of fingerprint, finger-vein, and finger-knuckle-print.
Expert Syst. Appl., 2021

An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification.
IEEE Access, 2021

A Review and Experimental Comparison of Multivariate Decision Trees.
IEEE Access, 2021

2020
A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges.
J. Grid Comput., 2020

Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems.
IEEE Access, 2020

A Contrast Pattern-Based Scientometric Study of the QS World University Ranking.
IEEE Access, 2020

An Explainable Artificial Intelligence Model for Clustering Numerical Databases.
IEEE Access, 2020

Towards Inpainting and Denoising Latent Fingerprints: A Study on the Impact in Latent Fingerprint Identification.
Proceedings of the Pattern Recognition - 12th Mexican Conference, 2020

2019
A Pattern-Based Approach for Detecting Pneumatic Failures on Temporary Immersion Bioreactors.
Sensors, 2019

Bagging-RandomMiner: a one-class classifier for file access-based masquerade detection.
Mach. Vis. Appl., 2019

Fusing pattern discovery and visual analytics approaches in tweet propagation.
Inf. Fusion, 2019

A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance.
Expert Syst. Appl., 2019

Cluster validation in clustering-based one-class classification.
Expert Syst. J. Knowl. Eng., 2019

Image Annotation as Text-Image Matching: Challenge Design and Results.
Computación y Sistemas, 2019

A Review of Fingerprint Feature Representations and Their Applications for Latent Fingerprint Identification: Trends and Evaluation.
IEEE Access, 2019

DNS-ADVP: A Machine Learning Anomaly Detection and Visual Platform to Protect Top-Level Domain Name Servers Against DDoS Attacks.
IEEE Access, 2019

Classification Based on Multivariate Contrast Patterns.
IEEE Access, 2019

The Mexican Conference on Pattern Recognition After Ten Editions: A Scientometric Study.
Proceedings of the Pattern Recognition - 11th Mexican Conference, 2019

Stacking Fingerprint Matching Algorithms for Latent Fingerprint Identification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018
FiToViz: A Visualisation Approach for Real-Time Risk Situation Awareness.
IEEE Trans. Affect. Comput., 2018

Cluster validation using an ensemble of supervised classifiers.
Knowl. Based Syst., 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.
Eng. Appl. Artif. Intell., 2018

An Approach Based on Contrast Patterns for Bot Detection on Web Log Files.
Proceedings of the Advances in Soft Computing, 2018

A First Step to Accelerating Fingerprint Matching Based on Deformable Minutiae Clustering.
Proceedings of the Advances in Artificial Intelligence, 2018

2017
Bagging-TPMiner: a classifier ensemble for masquerader detection based on typical objects.
Soft Comput., 2017

PBC4cip: A new contrast pattern-based classifier for class imbalance problems.
Knowl. Based Syst., 2017

Online personal risk detection based on behavioural and physiological patterns.
Inf. Sci., 2017

2016
Temporal and Spatial Locality: An Abstraction for Masquerade Detection.
IEEE Trans. Inf. Forensics Secur., 2016

Ensemble of One-Class Classifiers for Personal Risk Detection Based on Wearable Sensor Data.
Sensors, 2016

Latent fingerprint identification using deformable minutiae clustering.
Neurocomputing, 2016

2014
Introducing an Experimental Framework in C# for Fingerprint Recognition.
Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

LPIDB v1.0 - Latent palmprint identification database.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
An Empirical Study of Oversampling and Undersampling Methods for LCMine an Emerging Pattern Based Classifier.
Proceedings of the Pattern Recognition - 5th Mexican Conference, 2013

2012
Improving Fingerprint Verification Using Minutiae Triplets.
Sensors, 2012

Improving the Multiple Alignments Strategy for Fingerprint Verification.
Proceedings of the Pattern Recognition - 4th Mexican Conference, 2012

2010
LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification.
Pattern Recognit., 2010

New Dissimilarity Measures for Ultraviolet Spectra Identification.
Proceedings of the Advances in Pattern Recognition, 2010

2009
Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor.
Proceedings of the Progress in Pattern Recognition, 2009

2007
Object Selection Based on Subclass Error Correcting for ALVOT.
Proceedings of the Progress in Pattern Recognition, 2007

2006
Simultaneous Features and Objects Selection for Mixed and Incomplete Data.
Proceedings of the Progress in Pattern Recognition, 2006

Selecting Objects for ALVOT.
Proceedings of the Progress in Pattern Recognition, 2006


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