Miguel Angel Medina‐Pérez

Semi-supervised anomaly detection algorithms: A comparative summary and future research directions

Miryam Elizabeth Villa-Pérez, Miguel Á. Álvarez‐Carmona, Octavio Loyola‐González et al. · Knowledge-Based Systems · 2021 · 130 citations

Anomaly Detection, Machine Learning, Data Science +11

PBC4cip: A new contrast pattern-based classifier for class imbalance problems

Octavio Loyola‐González, Miguel Angel Medina‐Pérez, José Fco. Martínez-Trinidad et al. · Knowledge-Based Systems · 2016 · 68 citations

Data Classification, Classification Method, Image Analysis +12

Improving Fingerprint Verification Using Minutiae Triplets

Miguel Angel Medina‐Pérez, Milton García-Borroto, Andres E. Gutierrez-Rodríguez et al. · Sensors · 2012 · 66 citations · Full text

Image Analysis, Minutiae Triplets, Engineering +14

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 et al. · IEEE Transactions on Dependable and Secure Computing · 2022 · 56 citations

Artificial Intelligence, Anomaly Detection, Machine Learning +18

An Explainable Artificial Intelligence Model for Clustering Numerical Databases

Octavio Loyola‐González, Andres E. Gutierrez-Rodríguez, Miguel Angel Medina‐Pérez et al. · IEEE Access · 2020 · 48 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20