Nahuel Costa

According to our database, Nahuel Costa authored at least 16 papers between 2019 and 2025.

Collaborative distances:

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

2025

Few-shot generative compression approach for system health monitoring.

Nahuel Costa, Luciano Sánchez

Reliab. Eng. Syst. Saf., 2025

Integrating imprecise data in generative models using interval-valued Variational Autoencoders.

Luciano Sánchez, Nahuel Costa, Inés Couso, Olivier Strauss

Inf. Fusion, 2025

Data imputation in the frequency domain using Echo State Networks.

Luciano Sánchez, Nahuel Costa, Inés Couso

Eng. Appl. Artif. Intell., 2025

2024

Recurrent variational autoencoder approach for remaining useful life estimation.

Nahuel Costa, Luciano Sánchez

Log. J. IGPL, 2024

2023

Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment.

Luciano Sánchez, Nahuel Costa, José Otero, David Anseán, Inés Couso

Array, December, 2023

Physics-informed learning under epistemic uncertainty with an application to system health modeling.

Luciano Sánchez, Nahuel Costa, José Otero, Inés Couso

Int. J. Approx. Reason., October, 2023

Simplified models of remaining useful life based on stochastic orderings.

Luciano Sánchez, Nahuel Costa, Inés Couso

Reliab. Eng. Syst. Saf., September, 2023

Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings.

Lucas Pérez, Nahuel Costa, Luciano Sánchez

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

2022

RUL-RVE: Interpretable assessment of Remaining Useful Life.

Nahuel Costa, Luciano Sánchez

Softw. Impacts, 2022

Variational encoding approach for interpretable assessment of remaining useful life estimation.

Nahuel Costa, Luciano Sánchez

Reliab. Eng. Syst. Saf., 2022

Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas.

Luciano Sánchez, Pablo Luque, Daniel Álvarez-Mántaras, José Otero, Nahuel Costa

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Informed Weak Supervision for Battery Deterioration Level Labeling.

Luciano Sánchez, Nahuel Costa, David Anseán, Inés Couso

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation.

Nahuel Costa, Luciano Sánchez, Inés Couso

IEEE Access, 2021

Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder.

Nahuel Costa, Luciano Sánchez

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020

Graphical Analysis of the Progression of Atrial Arrhythmia Using Recurrent Neural Networks.

Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez

Int. J. Comput. Intell. Syst., 2020

2019

Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators.

Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019