Dafne Lozano-Paredes

According to our database, Dafne Lozano-Paredes authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Explainable Autoencoder-Based Anomaly Detection in IEC 61850 GOOSE Networks.

Dafne Lozano-Paredes, Luis Bote-Curiel, Juan Ramón Feijoo-Martínez, Ismael Gómez-Talal, José Luis Rojo-Álvarez

IEEE Access, 2026

Evaluating Manifold Learning Techniques for Dimensionality Reduction on Industrial IoT Cybersecurity Data.

Ismael Gómez-Talal, Luis Bote-Curiel, Dafne Lozano-Paredes, Juan Ramón Feijoo-Martínez, José Luis Rojo-Álvarez

IEEE Access, 2026

2025

Discovering Genetic Variants in Hypertrophic Cardiomyopathy With Multiple Machine Learning Techniques.

Dafne Lozano-Paredes, Luis Bote-Curiel, María Sabater-Molina, Concha Bielza, Juan-Ramón Gimeno-Blanes, Sergio Muñoz-Romero, Francisco Javier Gimeno-Blanes, Pedro Larrañaga, José Luis Rojo-Álvarez

IEEE Trans. Comput. Biol. Bioinform., 2025

Interpreting frequency evolution in ventricular fibrillation using embeddings and deep learning methods.

Dafne Lozano-Paredes, Juan José Sánchez-Muñoz, Luis Bote-Curiel, Francisco Manuel Melgarejo-Meseguer, Antonio Gil-Izquierdo, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez

Eng. Appl. Artif. Intell., 2025

Online automatic detection of phrenic nerve activation during cryoablation procedure for atrial fibrillation treatment.

Antonio Gil-Izquierdo, Roberto Mateos-Gaitán, Francisco Manuel Melgarejo-Meseguer, Francisco Javier Gimeno-Blanes, Dafne Lozano-Paredes, Juan José Sánchez-Muñoz, Arcadi García-Alberola, José Luis Rojo-Álvarez

Biomed. Signal Process. Control., 2025

2023

High-Dimensional Feature Characterization of Single Nucleotide Variants in Hypertrophic Cardiomyopathy.

Dafne Lozano-Paredes, Luis Bote, Concha Bielza, Pedro Larrañaga, María Sabater-Molina, Juan Ramón Gimeno, Sergio Muñoz, Francisco Javier Gimeno-Blanes, José Luis Rojo-Álvarez

Proceedings of the Computing in Cardiology, 2023