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2020 – today
- 2025
[j8]Luciano Sánchez
, Nahuel Costa, Inés Couso, Olivier Strauss:
Integrating imprecise data in generative models using interval-valued Variational Autoencoders. Inf. Fusion 114: 102659 (2025)- 2023
- [j7]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: 100321 (2023) - [j6]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: 108988 (2023) - [j5]Luciano Sánchez, Nahuel Costa, Inés Couso:
Simplified models of remaining useful life based on stochastic orderings. Reliab. Eng. Syst. Saf. 237: 109321 (2023) - [c5]Lucas Pérez, Nahuel Costa, Luciano Sánchez:
Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings. SOCO (2) 2023: 269-278 - 2022
- [j4]Nahuel Costa, Luciano Sánchez:
Variational encoding approach for interpretable assessment of remaining useful life estimation. Reliab. Eng. Syst. Saf. 222: 108353 (2022) - [j3]Nahuel Costa, Luciano Sánchez:
RUL-RVE: Interpretable assessment of Remaining Useful Life. Softw. Impacts 13: 100321 (2022) - [c4]Luciano Sánchez, Nahuel Costa, David Anseán, Inés Couso:
Informed Weak Supervision for Battery Deterioration Level Labeling. IPMU (2) 2022: 748-760 - [c3]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: 606-615 - 2021
- [j2]Nahuel Costa, Luciano Sánchez, Inés Couso:
Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation. IEEE Access 9: 40227-40239 (2021) - [c2]Nahuel Costa, Luciano Sánchez:
Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder. HAIS 2021: 53-64 - 2020
- [j1]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): 1567-1577 (2020)
2010 – 2019
- 2019
- [c1]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
Coauthor Index
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