A Review of Fuzzy and Pattern-Based Approaches for Class Imbalance Problems
Lin, Ismael, Loyola-González, Octavio, Monroy, Raúl, Medina-Pérez, Miguel Angel
Published in Applied sciences (01.07.2021)
Published in Applied sciences (01.07.2021)
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Journal Article
Bot Datasets on Twitter: Analysis and Challenges
Samper-Escalante, Luis Daniel, Loyola-González, Octavio, Monroy, Raúl, Medina-Pérez, Miguel Angel
Published in Applied sciences (01.05.2021)
Published in Applied sciences (01.05.2021)
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Journal Article
An Explainable Artificial Intelligence Model for Detecting Xenophobic Tweets
Pérez-Landa, Gabriel Ichcanziho, Loyola-González, Octavio, Medina-Pérez, Miguel Angel
Published in Applied sciences (01.11.2021)
Published in Applied sciences (01.11.2021)
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Journal Article
Learning-Based Dissimilarity for Clustering Categorical Data
Rivera Rios, Edgar Jacob, Medina-Pérez, Miguel Angel, Lazo-Cortés, Manuel S., Monroy, Raúl
Published in Applied sciences (01.04.2021)
Published in Applied sciences (01.04.2021)
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Journal Article
An Indexing Algorithm Based on Clustering of Minutia Cylinder Codes for Fast Latent Fingerprint Identification
Perez-Sanchez, Ismay, Cervantes, Barbara, Medina-Perez, Miguel Angel, Monroy, Raul, Loyola-Gonzalez, Octavio, Garcia, Salvador, Herrera, Francisco
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Towards improving decision tree induction by combining split evaluation measures
Loyola-González, Octavio, Ramírez-Sáyago, Ernesto, Medina-Pérez, Miguel Angel
Published in Knowledge-based systems (09.10.2023)
Published in Knowledge-based systems (09.10.2023)
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Journal Article
Cluster validation in clustering‐based one‐class classification
Rodríguez‐Ruiz, Jorge, Monroy, Raúl, Medina‐Pérez, Miguel Angel, Loyola‐González, Octavio, Cervantes, Bárbara
Published in Expert systems (01.12.2019)
Published in Expert systems (01.12.2019)
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Journal Article
DNS-ADVP: A Machine Learning Anomaly Detection and Visual Platform to Protect Top-Level Domain Name Servers Against DDoS Attacks
Trejo, Luis A., Ferman, Victor, Medina-Perez, Miguel Angel, Arredondo Giacinti, Fernando Miguel, Monroy, Raul, Ramirez-Marquez, Jose E.
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
FT4cip: A new functional tree for classification in class imbalance problems
Cañete-Sifuentes, Leonardo, Monroy, Raúl, Medina-Pérez, Miguel Angel
Published in Knowledge-based systems (27.09.2022)
Published in Knowledge-based systems (27.09.2022)
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Journal Article
A survey on minutiae-based palmprint feature representations, and a full analysis of palmprint feature representation role in latent identification performance
Rodríguez-Ruiz, Jorge, Medina-Pérez, Miguel Angel, Monroy, Raúl, Loyola-González, Octavio
Published in Expert systems with applications (01.10.2019)
Published in Expert systems with applications (01.10.2019)
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Journal Article
Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection
Aguilar, Diana Laura, Medina-Perez, Miguel Angel, Loyola-Gonzalez, Octavio, Choo, Kim-Kwang Raymond, Bucheli-Susarrey, Edoardo
Published in IEEE transactions on dependable and secure computing (01.03.2023)
Published in IEEE transactions on dependable and secure computing (01.03.2023)
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Journal Article
PBC4cip: A new contrast pattern-based classifier for class imbalance problems
Loyola-González, Octavio, Medina-Pérez, Miguel Angel, Martínez-Trinidad, José Fco, Carrasco-Ochoa, Jesús Ariel, Monroy, Raúl, García-Borroto, Milton
Published in Knowledge-based systems (01.01.2017)
Published in Knowledge-based systems (01.01.2017)
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Journal Article