Nahuel Costa

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Anomaly Detection

Stochastic Models

Weakly Supervised Learning

Recurrent Neural Networks

Top Venues

Reliab. Eng. Syst. Saf.

Int. J. Approx. Reason.

Int. J. Comput. Intell. Syst.

Publications

Luciano Sánchez, Nahuel Costa, Inés Couso
Simplified models of remaining useful life based on stochastic orderings. Reliab. Eng. Syst. Saf. 237 (2023)
Luciano Sánchez, Nahuel Costa, José Otero, Inés Couso
Physics-informed learning under epistemic uncertainty with an application to system health modeling. Int. J. Approx. Reason. 161 (2023)
Lucas Pérez, Nahuel Costa, Luciano Sánchez
Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings. SOCO (2) (2023)
Luciano Sánchez, Nahuel Costa, José Otero, David Anseán, Inés Couso
Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment. Array 20 (2023)
Nahuel Costa, Luciano Sánchez
Variational encoding approach for interpretable assessment of remaining useful life estimation. Reliab. Eng. Syst. Saf. 222 (2022)
Luciano Sánchez, Nahuel Costa, David Anseán, Inés Couso
Informed Weak Supervision for Battery Deterioration Level Labeling. IPMU (2) (2022)
Nahuel Costa, Luciano Sánchez
RUL-RVE: Interpretable assessment of Remaining Useful Life. Softw. Impacts 13 (2022)
Luciano Sánchez, Pablo Luque, Daniel Álvarez-Mántaras, José Otero, Nahuel Costa
Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas. SOCO (2022)
Nahuel Costa, Luciano Sánchez, Inés Couso
Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation. IEEE Access 9 (2021)
Nahuel Costa, Luciano Sánchez
Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder. HAIS (2021)
Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez
Graphical Analysis of the Progression of Atrial Arrhythmia Using Recurrent Neural Networks. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez
Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators. EUSFLAT Conf. (2019)